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SPIRES-BOOKS: FIND KEYWORD STATISTICS FOR LIFE SCIENCES,MEDICINE,HEALTH SCIENCES *END*INIT* use /tmp/qspiwww.webspi1/18703.148 QRY 131.225.70.96 . find keyword statistics for life sciences,medicine,health sciences ( in books using www Cover
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Call number:9789811033070:ONLINE Show nearby items on shelf
Title:Monte-Carlo Simulation-Based Statistical Modeling
Author(s):
Date:2017
Size:1 online resource (XX, 430 p. 64 illus., 33 illus. in color p.)
Contents:Part 1: Monte-Carlo Techniques -- 1. Overview of Monte-Carlo Techniques -- 2. On Improving the Efficiency of the Monte-Carlo Methods Using Ranked Simulated Approach -- 3. Joint generation of Different Types of Data with Specified
Marginal and Association Structures for Simulation Purposes -- 4. Quantifying the Uncertainty in Optimal Experimental Schemes via Monte-Carlo Simulations -- 5. Normal and Non-normal Data Simulations for the Evaluation of Two-sample
Location Tests -- 6. Understanding dichotomization from Monte-Carlo Simulations -- Part 2: Monte-Carlo Methods in Missing Data -- 7. Hybrid Monte-Carlo in Multiple Missing Data Imputations with Application to a Bone Fracture Data -- 8.
Methods for Handling Incomplete Longitudinal Data due to Missing at Random Dropout -- 9. Applications of Simulation for Missing Data Issues in Longitudinal Clinical Trials -- 10. Application of Markov Chain Monte Carlo Multiple
Imputation Method to Deal with Missing Data From the Mechanism of MNAR in Sensitivity Analysis for a Longitudinal Clinical Trial -- 11. Fully Bayesian Methods for Missing Data under Ignitability Assumption -- Part 3: Monte-Carlo in
Statistical Modellings -- 12. Markov-Chain Monte-Carlo Methods in Statistical modelling -- 13. Monte-Carlo Simulation in Modeling for Hierarchical Linear Mixed Models -- 14. Monte-Carlo Simulation of Correlated Binary Responses -- 15.
Monte Carlo Methods in Financial Modeling -- 16. Bayesian Intensive Computations in Elliptical Models.
ISBN:9789811033070
Series:eBooks
Series:Springer eBooks
Series:Springer 2017 package
Keywords: Statistics , Biostatistics , Statistics , Statistics for Life Sciences, Medicine, Health Sciences , Biostatistics
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Call number:9783319501864:ONLINE Show nearby items on shelf
Title:Statistical Applications for Chemistry, Manufacturing and Controls (CMC) in the Pharmaceutical Industry
Author(s): Richard K Burdick
Date:2017
Size:1 online resource (XI, 379 p. 113 illus., 80 illus. in color p.)
Contents:Chapter 1. Introduction -- Chapter 2. Statistical Methods for CMC Applications -- Chapter 3. Process Design: Stage 1 of the FDA Process Validation Guidance -- Chapter 4. Process Qualification: Stage 2 of the FDA Process Validation
Guidance -- Chapter 5. GMP Monitoring and Continuous Process Verification: Stage 3 of the FDA Process Validation Guidance -- Chapter 6. Analytical Procedures -- Chapter 7. Specifications -- Chapter 8. Stability -- Chapter 9. Analytical
Comparability and Similarity
ISBN:9783319501864
Series:eBooks
Series:Springer eBooks
Series:Springer 2017 package
Keywords: Pharmacy , Statistics , Pharmaceutical technology , Statistics , Statistics for Life Sciences, Medicine, Health Sciences , Pharmaceutical Sciences/Technology , Pharmacy
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Call number:9783319458090:ONLINE Show nearby items on shelf
Title:Statistical Analysis of Proteomics, Metabolomics, and Lipidomics Data Using Mass Spectrometry
Author(s):
Date:2017
Size:1 online resource (VIII, 295 p. 106 illus., 83 illus. in color p.)
Contents:Transformation, normalization and batch effect in the analysis of mass spectrometry data for omics studies -- Automated Alignment of Mass Spectrometry Data Using Functional Geometry -- The analysis of peptide-centric mass spectrometry
data utilizing information about the expected isotope distribution -- Probabilistic and likelihood-based methods for protein identification from MS/MS data -- An MCMC-MRF Algorithm for Incorporating Spatial Information in IMS Data
Processing -- Mass Spectrometry Analysis Using MALDIquant -- Model-based analysis of quantitative proteomics data with data independent acquisition mass spectrometry -- The analysis of human serum albumin proteoforms using
compositional framework -- Variability Assessment of Label-Free LC-MS Experiments for Difference Detection -- Statistical approach for biomarker discovery using label-free LC-MS data - an overview -- Bayesian posterior integration for
classification of mass spectrometry data -- Logistic regression modeling on mass spectrometry data in proteomics case-control discriminant studies -- Robust and confident predictor selection in metabolomics -- On the combination of
omics data for prediction of binary Outcomes -- Statistical analysis of lipidomics data in a case-control study
ISBN:9783319458090
Series:eBooks
Series:Springer eBooks
Series:Springer 2017 package
Keywords: Statistics , Analytical chemistry , Mathematical statistics , Bioinformatics , Biostatistics , Metabolism , Statistics , Statistics for Life Sciences, Medicine, Health Sciences , Biostatistics , Metabolomics , Computational Biology/Bioinformatics , Analytical Chemistry , Probability and Statistics in Computer Science
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Call number:SPRINGER-2016-9789811008719:ONLINE Show nearby items on shelf
Title:Complex Surveys Analysis of Categorical Data
Author(s): Parimal Mukhopadhyay
Date:2016
Size:1 online resource (248 p.)
Note:10.1007/978-981-10-0871-9
Contents:Chapter 1. Preliminaries -- Chapter 2. The Design-Effects and Mis-Specification Effects -- Chapter 3. Some Classical Models in Categorical Data Analysis -- Chapter 4. Analysis of Categorical Data under a Full Model -- Chapter 5. Analysis of Catego rical Data under Log-Linear Models -- Chapter 6. Analysis of Categorical Data under Logistic Regression Model -- Chapter 7. Analysis in the Presence of Classification Errors -- Chapter 8. Approximate MLE’s from Survey Data
ISBN:9789811008719
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Statistics , Statistical Theory and Methods , Statistics for Business/Economics/Mathematical Finance/Insurance , Statistics for Life Sciences, Medicine, Health Sciences , Statistics for Social Science, Behavorial Science, Education, Public Policy, and
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Call number:SPRINGER-2016-9784431559009:ONLINE Show nearby items on shelf
Title:Group-Sequential Clinical Trials with Multiple Co-Objectives
Author(s): Toshimitsu Hamasaki
Date:2016
Size:1 online resource (113 p.)
Note:10.1007/978-4-431-55900-9
Contents:1. Introduction -- 2. Early Stopping for Efficacy in Clinical Trials with multiple co-primary endpoints -- 3. Sample size recalculation based on observed effects at interim -- 4. Early stopping for futility in Clinical Trials with multiple co-prima ry endpoints -- 5. Early stopping for futility or Efficacy in Clinical Trials with multiple co-primary endpoints -- 6. Clinical Trials with multiple primary endpoints -- 7. Group-sequential designs for three-arm noninferiority clinical trials -- 8. Furthe r development: topics not covered in this book
ISBN:9784431559009
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Statistics , Statistical Theory and Methods , Statistics for Life Sciences, Medicine, Health Sciences , Statistics for Social Science, Behavorial Science, Education, Public Policy, and
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Call number:SPRINGER-2016-9783662493328:ONLINE Show nearby items on shelf
Title:The Cox Model and Its Applications
Author(s): Mikhail Nikulin
Date:2016
Size:1 online resource (18 p.)
Note:10.1007/978-3-662-49332-8
Contents:Introduction: Several Classical Data Examples for Survival Analysis -- Elements of Survival Analysis -- The Cox Proportional Hazards Model -- The AFT, GPH, LT, Frailty, and GLPH Models -- Cross-effect Models of Survival Functions -- The Simple Cros s-effect Model -- Goodness-of-Fit for the Cox Model -- Remarks on Computations in Parametric and Semiparametric Estimation -- Cox Model for Degradation and Failure Time Data -- References -- Index
ISBN:9783662493328
Series:eBooks
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Keywords: Statistics , Epidemiology , Biostatistics , Statistics , Statistical Theory and Methods , Statistics for Life Sciences, Medicine, Health Sciences , Biostatistics , Epidemiology
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Call number:SPRINGER-2016-9783319404134:ONLINE Show nearby items on shelf
Title:Mathematical and Statistical Modeling for Emerging and Re-emerging Infectious Diseases
Author(s):
Date:2016
Size:1 online resource (63 p.)
Note:10.1007/978-3-319-40413-4
Contents:Preface -- A Reality of Its Own -- Modeling the Impact of Behavior Change on the Spread of Ebola -- A model for coupled outbreaks contained by behavior change -- Real-time assessment of the international spreading risk associated with the 2014 West African Ebola Outbreak -- Modeling the case of early detection of Ebola virus disease -- Modeling ring vaccination strategies to control Ebola virus disease epidemics -- Estimation of the number of sickbeds during Ebola epidemics using optimal control the ory -- Inverse problems and Ebola virus disease using an age of infection model -- Assessing the Efficiency of Movement -- Restriction as a Control Strategy of Ebola -- Patch models of EVD transmission dynamics -- From bee species aggregation to models of disease avoidance: The \emph{Ben-Hur} effect} -- Designing Public Health Policies to Mitigate the Adverse Consequences of Rural-Urban Migration via Meta-Population Modeling -- Age of Infection Epidemic Models -- Optimal Control of
Vaccination in an Age-Structured Cholera Model -- A Multi-risk Model for Understanding the Spread of Chlamydia -- The 1997 Measles Outbreak in Metropolitan São Paulo, Brazil: Strategic Implications of Increasing Urbanization -- Methods to determine the end of an infectious disease epidemic: A short review -- Statistical considerations in infectious disease randomized controlled trials -- Epidemic models with and without mortality: when does it matter?- Capturing Household Transmission in Compartmen tal Models of Infectious Disease -- Bistable endemic states in a Susceptible-Infectious-Susceptible model with behavior-dependent Vaccination -- Index
ISBN:9783319404134
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Mathematics , Infectious diseases , Epidemiology , Probabilities , Statistics , Mathematics , Probability Theory and Stochastic Processes , Infectious Diseases , Statistics for Life Sciences, Medicine, Health Sciences , Epidemiology
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Call number:SPRINGER-2016-9783319327891:ONLINE Show nearby items on shelf
Title:Prior Processes and Their Applications Nonparametric Bayesian Estimation
Author(s): Eswar G Phadia
Date:2016
Edition:2nd ed. 2016
Size:1 online resource (327 p.)
Note:10.1007/978-3-319-32789-1
Contents:Prior Processes -- Inference Based on Complete Data -- Inference Based on Incomplete Data.
ISBN:9783319327891
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Statistics , Statistical Theory and Methods , Statistics for Life Sciences, Medicine, Health Sciences , Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Scien
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Call number:SPRINGER-2016-9783319325620:ONLINE Show nearby items on shelf
Title:Group Sequential and Confirmatory Adaptive Designs in Clinical Trials
Author(s): Gernot Wassmer
Date:2016
Size:1 online resource (301 p.)
Note:10.1007/978-3-319-32562-0
Contents:Part I Group Sequential Designs -- Repeated Significance Tests: Procedures with Equally Sized Stages -- Procedures with Unequally Sized Stages -- Confidence Intervals, p -Values, and Point Estimation -- Applications -- Part II Adaptive Confirmatory Designs with a Single Hypothesis: Adaptive Group Sequential Tests -- Decision Tools for Adaptive Designs -- Estimation and p-Values for Two-stage Adaptive Designs -- Adaptive Designs with Survival Data -- Part III Adaptive Designs with Multiple Hypothese s: Multiple Testing in Adaptive Designs -- Applications and Case Studies -- Appendix - Software for Adaptive Designs -- Index
ISBN:9783319325620
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Pharmaceutical technology , Pharmacy , Biostatistics , Statistics , Statistics for Life Sciences, Medicine, Health Sciences , Biostatistics , Drug Safety and Pharmacovigilance , Pharmaceutical Sciences/Technology
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Call number:SPRINGER-2016-9783319320434:ONLINE Show nearby items on shelf
Title:The Mathematics Behind Biological Invasions
Author(s): Mark A Lewis
Date:2016
Size:1 online resource (19 p.)
Note:10.1007/978-3-319-32043-4
Contents:Introduction.-Dynamics of Biological Invasions.-Reaction-Diffusion Models: Single Species -- Invasion in a Multispecies System -- Long-Distance Dispersal and Spread -- A User’s Guide to Integrodifference Models for Invasive Spread -- Stochasticit y and Invasion Dynamics -- Stochastic Spread -- Assessing Invasion Risk -- Responding to invasions: Detection, control, and adaptation -- Appendix.-References.-Index
ISBN:9783319320434
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Series:Interdisciplinary Applied Mathematics: 44
Keywords: Mathematics , Dynamics , Ergodic theory , Partial differential equations , Biomathematics , Statistics , Mathematics , Mathematical and Computational Biology , Statistics for Life Sciences, Medicine, Health Sciences , Genetics and Population Dynamics , Dynamical Systems and Ergodic Theory , Partial Differential Equations
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Call number:SPRINGER-2016-9783319312668:ONLINE Show nearby items on shelf
Title:mODa 11 - Advances in Model-Oriented Design and Analysis Proceedings of the 11th International Workshop in Model-Oriented Design and Analysis held in Hamminkeln, Germany, June 12-17, 2016
Author(s):
Date:2016
Size:1 online resource (11 p.)
Note:10.1007/978-3-319-31266-8
ISBN:9783319312668
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Statistics , Statistical Theory and Methods , Statistics for Life Sciences, Medicine, Health Sciences , Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Scien , Statistics and Computing/Statistics Programs
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Call number:SPRINGER-2016-9783319312453:ONLINE Show nearby items on shelf
Title:Applied Survival Analysis Using R
Author(s): Dirk F Moore
Date:2016
Size:1 online resource (26 p.)
Note:10.1007/978-3-319-31245-3
Contents:Introduction -- Basic Principles of Survival Analysis -- Nonparametric Survival Curve Estimation -- Nonparametric Comparison of Survival Distributions -- Regression Analysis Using the Proportional Hazards Model -- Model Selection and Interpretation -- Model Diagnostics -- Time Dependent Covariates -- Multiple Survival Outcomes and Competing Risks -- Parametric Models -- Sample Size Determination for Survival Studies -- Additional Topics -- References -- Appendix A -- Index -- R Package Index
ISBN:9783319312453
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Epidemiology , Biostatistics , Statistics , Statistics for Life Sciences, Medicine, Health Sciences , Biostatistics , Statistical Theory and Methods , Epidemiology
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Call number:SPRINGER-2016-9783319306346:ONLINE Show nearby items on shelf
Title:Introduction to Nonparametric Statistics for the Biological Sciences Using R
Author(s): Thomas W MacFarland
Date:2016
Size:1 online resource (64 p.)
Note:10.1007/978-3-319-30634-6
Contents:Chapter 1 Nonparametric Statistics for the Biological Sciences -- Chapter 2 Sign Test -- Chapter 3 Chi-Square -- Chapter 4 Mann-Whitney U Test -- Chapter 5 Wilcoxon Matched-Pairs Signed-Ranks Test -- Chapter 6 Kruskal-Wallis H-Test for Oneway Analy sis of Variance (ANOVA) by Ranks -- Chapter 7 Friedman Twoway Analysis of Variance (ANOVA) by Ranks -- Chapter 8 Spearman's Rank-Difference Coefficient of Correlation -- Chapter 9 Other Nonparametric Tests for the Biological Sciences
ISBN:9783319306346
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Agriculture , Biostatistics , Statistics , Statistics for Life Sciences, Medicine, Health Sciences , Statistics and Computing/Statistics Programs , Biostatistics , Agriculture , Statistical Theory and Methods
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Call number:SPRINGER-2016-9783319289854:ONLINE Show nearby items on shelf
Title:Excel 2013 for Health Services Management Statistics A Guide to Solving Practical Problems
Author(s): Thomas J Quirk
Date:2016
Edition:1st ed. 2016
Size:1 online resource (162 p.)
Note:10.1007/978-3-319-28985-4
Contents:Sample Size, Mean, Standard Deviation, and Standard Error of the Mean -- Random Number Generator -- Confidence Interval About the Mean Using the TINV Function and Hypothesis Testing -- One-Group t-Test for the Mean -- Two-Group t-Test of the Differ ence of the Means for Independent Groups -- Correlation and Simple Linear Regression -- Multiple Correlation and Multiple Regression -- One-Way Analysis of Variance (ANOVA) -- Appendix A: Answers to End-of-Chapter Practice Problems -- Appendix B: Practice Test -- Appendix C: Answers to Practice Test -- Appendix D: Statistical Formulas -- Appendix E: t-table.
ISBN:9783319289854
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Health care management , Health services administration , Health administration , Statistics , Statistics for Life Sciences, Medicine, Health Sciences , Health Care Management , Health Administration
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Call number:SPRINGER-2016-9783319287706:ONLINE Show nearby items on shelf
Title:Permutation Statistical Methods An Integrated Approach
Author(s): Kenneth J Berry
Date:2016
Size:1 online resource (622 p.)
Note:10.1007/978-3-319-28770-6
Contents:Preface -- 1.Introduction -- 2.Completely Randomized Data -- 3.Randomized Designs: Interval Data -- 4.Regression Analysis of Interval Data -- 5.Randomized Designs: Ordinal Data, I -- 6.Randomized Designs: Ordinal Data, II -- 7.Randomized Designs: N ominal Data -- 8.Randomized Designs: Nominal Data -- 9.Randomized Block Designs: Interval Data -- 10.Randomized Block Designs: Ordinal Data -- 11.Randomized Block Designs: Nominal Data -- Epilogue -- References -- Author Index -- Subject Index
ISBN:9783319287706
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , History , Statistics , Statistical Theory and Methods , Statistics for Life Sciences, Medicine, Health Sciences , History of Science
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Call number:SPRINGER-2016-9783319285887:ONLINE Show nearby items on shelf
Title:Computational Diffusion MRI MICCAI Workshop, Munich, Germany, October 9th, 2015
Author(s):
Date:2016
Size:1 online resource (63 p.)
Note:10.1007/978-3-319-28588-7
Contents:An Efficient Finite Element Solution of the Generalised Bloch-Torrey Equation for Arbitrary Domains: L. Beltrachini et al -- Super-Resolution Reconstruction of Diffusion-Weighted Images using 4D Low-Rank and Total Variation: Feng Shi et al -- Holist ic Image Reconstruction for Diffusion MRI: V. Golkov et al -- Alzheimer’s Disease Classification with Novel Microstructural Metrics from Diffusion-Weighted MRI: T. M. Nir et al -- Brain Tissue Micro-Structure Imaging from Diffusion MRI Using Least Squar es Variable Separation: H. Farooq et al -- Multi-Tensor MAPMRI: How to Estimate Microstructural Information from Crossing Fibers: M. Zucchelli et al -- On the Use of Antipodal Optimal Dimensionality Sampling Scheme on the Sphere for Recovering Intra-Voxel Fibre Structure in Diffusion MRI: A.P. Bates et al -- Estimation of Fiber Orientations Using Neighborhood Information: C. Ye et al -- A framework for creating population specific multimodal brain atlas using clinical T1 and diffusion tensor
images: V. Gupta et al -- Alignment of Tractograms as Linear Assignment Problem: N. Sharmin -- Accelerating Global Tractography Using Parallel Markov Chain Monte Carlo: H. Wu et al -- Adaptive Enhancement in Diffusion MRI Through Propagator Sharpeni ng: T. Dela Haije et al -- Angular Resolution Enhancement of Diffusion MRI Data Using Inter-Image Information Transfer: Geng Chen et al -- Crossing versus Fanning: Model Comparison Using HCP Data: A. Ghosh et al -- White Matter Fiber Set Simplification by Redundancy Reduction with Minimum Anatomical Information Loss: G. Zimmerman Moreno et al -- A Temperature Phantom to Probe the Ensemble Average Propagator Asymmetry: an In-Silico Study: M. Pizzolato et al -- Registration Strategies for Whole-Body Diffusi on-Weighted MRI Stitching: J. Ceranka et al -- HARDI Feature Selection, Registration and Atlas Building for A$\beta$ Pathology Classification: E. Schwab et al -- Reliability of Structural Connectivity Examined with Four Different Diffusion
Reconstruction Methods at Two Different Spatial and Angular Resolutions: J. E. Villalon-Reina et al
ISBN:9783319285887
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Mathematics , Computer simulation , Image processing , Bioinformatics , Computer mathematics , Visualization , Statistics , Mathematics , Visualization , Computational Biology/Bioinformatics , Computational Science and Engineering , Simulation and Modeling , Image Processing and Computer Vision , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2016-9783319283166:ONLINE Show nearby items on shelf
Title:An Introduction to Statistics with Python With Applications in the Life Sciences
Author(s): Thomas Haslwanter
Date:2016
Size:1 online resource (85 p.)
Note:10.1007/978-3-319-28316-6
Contents:Part I: Python and Statistics -- Why Statistics? -- Python -- Data Input -- Display of Statistical Data -- Part II: Distributions and Hypothesis Tests -- Background -- Distributions of One Variable -- Hypothesis Tests -- Tests of Means of Numerical Data -- Tests on Categorical Data -- Analysis of Survival Times -- Part III: Statistical Modelling -- Linear Regression Models -- Multivariate Data Analysis -- Tests on Discrete Data -- Bayesian Statistics -- Solutions -- Glossary -- Index
ISBN:9783319283166
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Programming languages (Electronic computers) , Biostatistics , Computer mathematics , Statistics , Statistics and Computing/Statistics Programs , Statistics for Life Sciences, Medicine, Health Sciences , Biostatistics , Computational Science and Engineering , Programming Languages, Compilers, Interpreters
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Call number:SPRINGER-2016-9783319281582:ONLINE Show nearby items on shelf
Title:Modeling Discrete Time-to-Event Data
Author(s): Gerhard Tutz
Date:2016
Size:1 online resource (3 p.)
Note:10.1007/978-3-319-28158-2
Contents:Introduction -- The Life Table -- Basic Regression Models -- Evaluation and Model Choice -- Nonparametric Modelling and Smooth Effects -- Tree-Based Approaches -- High-Dimensional Models - Structuring and Selection of Predictors -- Competing Risks Models -- Multiple-Spell Analysis -- Frailty Models and Heterogeneity -- Multiple-Spell Analysis -- List of Examples -- Bibliography -- Subject Index -- Author Index
ISBN:9783319281582
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Statistics , Statistical Theory and Methods , Statistics for Life Sciences, Medicine, Health Sciences , Statistics for Social Science, Behavorial Science, Education, Public Policy, and , Statistics and Computing/Statistics Programs
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Call number:SPRINGER-2016-9783319271675:ONLINE Show nearby items on shelf
Title:Research Methodology The Aims, Practices and Ethics of Science
Author(s): Peter Pruzan
Date:2016
Edition:1st ed. 2016
Size:1 online resource (1 p.)
Note:10.1007/978-3-319-27167-5
Contents:Introduction -- Science -- Hypotheses, Theories and Laws -- Scientific Statements: Their Justification and Acceptance -- Measurement -- Experimentation -- Scientific Method and the Design of Research -- Uncertainty, Probability and
Statistics in Research -- Research -- Ethics and Responsibility in Scientific Research
ISBN:9783319271675
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Physics , Research , Science education , Physical measurements , Measurement , Statistics , Sociology , Physics , Measurement Science and Instrumentation , Research Ethics , Research Methodology , Statistics for Life Sciences, Medicine, Health Sciences , Science Education
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Call number:SPRINGER-2016-9783319270999:ONLINE Show nearby items on shelf
Title:Statistical Analysis for High-Dimensional Data The Abel Symposium 2014
Author(s):
Date:2016
Edition:1st ed. 2016
Size:1 online resource (19 p.)
Note:10.1007/978-3-319-27099-9
Contents:Some Themes in High-Dimensional Statistics: A. Frigessi et al -- Laplace Appoximation in High-Dimensional Bayesian Regression: R. Barber, M. Drton et al -- Preselection in Lasso-Type Analysis for Ultra-High Dimensional Genomic Exploration: L.C. Berg ersen, I. Glad et al -- Spectral Clustering and Block Models: a Review and a new Algorithm: S. Bhattacharyya et al -- Bayesian Hierarchical Mixture Models: L. Bottelo et al -- iBATCGH Integrative Bayesian Analysis of Transcriptomic and CGH Data: Cassese, M. Vannucci et al -- Models of Random Sparse Eigenmatrices and Bayesian Analysis of Multivariate Structure: A.J. Cron, M. West -- Combining Single and Paired End RNA-seq Data for Differential Expression Analysis: F. Feng, T.Speed et al -- An Imputation Me thod for Estimation the Learning Curve in Classification Problems: E. Laber et al -- Baysian Feature Allocation Models for Tumor Heterogeneity: J. Lee, P. Mueller et al -- Bayesian Penalty Mixing: The Case of a Non-Separable Penalty: V.
Rockova et al -- Confidence Intervals for Maximin Effects in Inhomogeneous Large Scale Data: D. Rothenhausler et al -- Chisquare Confidence Sets in High-Dimensional Regression: S. van de Geer et al.
ISBN:9783319270999
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Series:Abel Symposia: 11
Keywords: Mathematics , Bioinformatics , Computer mathematics , Statistics , Mathematics , Computational Mathematics and Numerical Analysis , Statistical Theory and Methods , Bioinformatics , Statistics and Computing/Statistics Programs , Statistics for Life Sciences, Medicine, Health Sciences , Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Scien
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Call number:SPRINGER-2016-9783319269115:ONLINE Show nearby items on shelf
Title:Stochastic Neuron Models
Author(s): Priscilla E Greenwood
Date:2016
Edition:1st ed. 2016
Size:1 online resource (12 p.)
Note:10.1007/978-3-319-26911-5
Contents:Introduction -- Single Neuron Models -- Population and Subpopulation Models -- Spatially-structured Neural Systems -- The Bigger Picture
ISBN:9783319269115
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Series:Mathematical Biosciences Institute Lecture Series : 1.5
Keywords: Mathematics , Neurosciences , Probabilities , Biomathematics , Statistics , Mathematics , Physiological, Cellular and Medical Topics , Probability Theory and Stochastic Processes , Neurosciences , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2016-9783319235585:ONLINE Show nearby items on shelf
Title:Nonclinical Statistics for Pharmaceutical and Biotechnology Industries
Author(s):
Date:2016
Edition:1st ed. 2016
Size:1 online resource (113 p.)
Note:10.1007/978-3-319-23558-5
Contents:Introduction to Nonclinical Statistics for Pharmaceutical and Biotechnology Industries -- Regulatory Nonclinical Statistics -- How to be a good nonclinical statistician -- Statistical Methods for Drug Discovery -- High-throughput Screening Data Anal ysis -- Quantitative-Structure Activity Relationship Modeling and Cheminformatics -- GWAS for Drug Discovery -- Statistical applications in Design and Analysis of In-Vitro Safety Screening Assays -- Nonclinical safety assessment: an introduction for stati sticians -- General Toxicology, Safety Pharmacology, Reproductive Toxicology and Juvenile Toxicology Studies -- Clinical Assays for Biological Macromolecules -- Recent Research Projects by FDA's Pharmacology and Toxicology Statistics Team -- Design and ev aluation of drug combination studies -- Biomarkers -- Overview of Drug Development and Statistical Tools for Manufacturing and Testing -- Assay Validation -- Lifecycle Approach to Bioassay -- Quality by Design: Building Quality into
Products and Processes -- Process Validation -- Acceptance Sampling -- Process Capability and Statistical Process Control -- Statistical Considerations for Stability and the Estimation of Shelf Life.- In Vitro Dissolution Testing: Statistical Approa ches and Issues -- Assessing Content Uniformity -- Chemometrics and Predictive Modelling -- Statistical Methods for Comparability Studies
ISBN:9783319235585
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Pharmacology , Medicine , Statistics , Statistics for Life Sciences, Medicine, Health Sciences , Medicine/Public Health, general , Pharmacology/Toxicology
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Call number:SPRINGER-2012-9781441966469:ONLINE Show nearby items on shelf
Title:Survival Analysis [electronic resource] : A Self-Learning Text, Third Edition
Author(s): David G Kleinbaum
Mitchel Klein
Date:2012
Publisher:New York, NY : Springer New York
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:This greatly expanded third edition of Survival Analysis- A Self-learning Text provides a highly readable description of state-of-the-art methods of analysis of survival/event-history data. This text is suitable for researchersand statisticians worki ng in the medical and other life sciences as well as statisticians in academia who teach introductory and second-level courses on survival analysis. The third edition continues to use the unique lecture-bookformat of the firsttwo editions with one new cha pter, additionalsections and clarifications to several chapters, and a revised computer appendix. The Computer Appendix, with step-by-stepinstructions for using the computerpackages STATA, SAS, and SPSS, is expandedtoinclude the software package R. David Kleinbaum is Professor of Epidemiology at the Rollins School of Public Health at Emory University, Atlanta, Georgia. Dr. Kleinbaum is internationallyknown for innovative textbooks and teaching on epidemiological methods, multiple linear regression, logist ic regression, and survival analysis. He has provided extensive worldwide short-course training in over 150 short courses onstatistical and epidemiological methods. He is also the author of ActivEpi (2002), an interactive computer-based instructional text on fundamentals of epidemiology, which has been used in a variety of educational environments includingdistance learning. Mitchel Klein is Research Assistant Professor with a joint appointment in the Department of Environmental and Occupational Health (E OH) and the Department of Epidemiology, also at the Rollins School of Public Healthat Emory University. Dr. Klein is also co-author with Dr. Kleinbaum of the second edition of Logistic Regression- A Self-Learning Text (2002). He has regularly taught epide miologic methods courses at Emory to graduate students inpublic health and in clinical medicine. He is responsible for the epidemiologic methods training of physicians enrolled in Emorys
Note:Springer eBooks
Contents:Introduction to Survival Analysis
Kaplan
Meier Survival Curves and the Log
Rank Test
The Cox Proportional Hazards Model and Its Characteristics
Evaluating the Proportional Hazards Assumption
The Stratified Cox Procedure
Extension of the Cox Proportional Hazards Model for Time
Dependent Variables
Parametric Survival Models
Recurrent Events Survival Analysis
Competing Risks Survival Analysis
ISBN:9781441966469
Series:e-books
Series:SpringerLink (Online service)
Series:Statistics for Biology and Health, 1431-8776
Series:Mathematics and Statistics (Springer-11649)
Keywords: Statistics , Epidemiology
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Call number:SPRINGER-2007-9780387728995:ONLINE Show nearby items on shelf
Title:evaluating clinical research [electronic resource] : All that glitters is not gold
Author(s): Bengt D Furberg
Curt D Furberg
Date:2007
Publisher:New York, NY : Springer New York
Size:1 online resource
Note:Springer e-book platform
Note:Springer 2013 e-book collections
Note:The objective of this book is to make its readers better informed and more critical consumers of clinical research to help them recognize the strengths and the weaknesses of scientific publications. In doing so, the reader willbe able to distinguish patient-important and methodologically sound studies from those having limitations in design, conduct and interpretation. There are no prerequisites for reading this book. The text is basic and has no statisticalformulas. Key take-home messages are listed at the end of each chapter. The large number of cartoons has two purposes: First, to make the text easier to read and generate a few laughs and, second, to underscore specific points,sometimes in a provocative way. Bengt D. Furberg, MD, PhD is board-cert ified in internal medicine. After spending a decade as medical director in the pharmaceutical industry, he now serves as medical consultant, evaluating the safetyand efficacy of pharmaceutical products and medical devices and promoting evidence-based medi cine. His brother, Curt D. Furberg, MD, PhD, is Professor in the Division of Public Health Sciences, Wake Forest University School ofMedicine, Winston-Salem, NC, USA. After arriving in the United States from Sweden, he worked at the National Heart, Lung, and Blood Institute of the National Institutes of Health for 12 years. He is co-author of Fundamentals ofClinical Trials with Lawrence M. Friedman and David L. DeMets. His areas of interest are clinical trials, evidence-based medicine and drug safety. The authors have acquired much of their knowledge about clinical studies through thetrial and error method. Thus, they have personal experience with many of the problems they describe
Note:Springer eBooks
Contents:What is the Purpose of This Book?
Why is Benefit
to
Harm Balance Essential to Treatment Decisions?
What are the Strengths of Randomized Controlled Clinical Trials?
What are the Weaknesses of Randomized Controlled Clinical Trials?
Do Meta
Analyses Provide the Ultimate Truth?
What are the Strengths of Observational Studies?
What are the Weaknesses of Observational Studies?
Were the Scientific Questions Specified in Advance?
Were the Treatment Groups Comparable Initially?
Why is Blinding/Masking So Important?
How is Symptomatic Improvement Measured?
is it Really P
ISBN:9780387728995
Series:e-books
Series:SpringerLink (Online service)
Series:Mathematics and Statistics (Springer-11649)
Keywords: Statistics , Toxicology , Quality of Life , Quality of Life Research
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Call number:SPRINGER-2004-9783790826937:ONLINE Show nearby items on shelf
Title:mODa 7 — Advances in Model-Oriented Design and Analysis Proceedings of the 7th International Workshop on Model-Oriented Design and Analysis held in Heeze, The Netherlands, June 14–18, 2004
Author(s):
Date:2004
Size:1 online resource (240 p.)
Note:10.1007/978-3-7908-2693-7
Contents:A Masked Spectral Bound for Maximum-Entropy Sampling -- Some Bayesian Optimum Designs for Response Transformation in Nonlinear Models with Nonconstant Variance -- Extensions of the Ehrenfest Urn Designs for Comparing Two Treatments --
Nonparametric Testing for Main Effects on Inequivalent Designs -- Maximin Optimal Designs for a Compartmental Model -- Optimal Adaptive Designs in Phase III Clinical Trials for Continuous Responses with Covariates -- Optimal Designs
for Regression Models with Forced Measurements at Baseline -- Small Size Designs in Nonlinear Models Computed by Stochastic Optimization -- Asymptotic Properties of Biased Coin Designs for Treatment Allocation -- Lower Bounds on
Efficiency Ratios Based on ?p-Optimal Designs -- On a Functional Approach to Locally Optimal Designs -- Optimal Design Criteria Based on Tolerance Regions -- Simultaneous Choice of Design and Estimator in Nonlinear Regression with
Parameterized Variance -- Minimum Entropy Estimation in Semi-Parametric Models: a Candidate for Adaptive Estimation -- Optimal Designs for Contingent Response Models -- Bayesian D-Optimal Designs for Generalized Linear Models with a
Varying Dispersion Parameter -- L-optimum Designs in Multi-factor Models with Heteroscedastic Errors -- Multiplicative Algorithms for Constructing Optimizing Distributions : Further Developments -- Locally Optimal Designs for an
Extension of the Michaelis-Menten Model -- Asymptotic Properties of Urn Designs for Three-arm Clinical Trials -- T-Optimum Designs for Multiresponse Dynamic Heteroscedastic Models -- Error Transmission in Mixture Experiments -- Maximum
Entropy Sampling and General Equivalence Theory -- Towards Identification of Patient Responses to Anesthesia Infusion in Real Time -- List of Contributors -- List of Referees -- List of Figures -- List of Tables
ISBN:9783790826937
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Mathematics , Operations research , Decision making , Applied mathematics , Engineering mathematics , Probabilities , Statistics , Mathematics , Probability Theory and Stochastic Processes , Applications of Mathematics , Statistical Theory and Methods , Statistics for Business/Economics/Mathematical Finance/Insurance , Statistics for Life Sciences, Medicine, Health Sciences , Operation Research/Decision Theory
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Call number:SPRINGER-2004-9783642171116:ONLINE Show nearby items on shelf
Title:Advances in Multivariate Data Analysis Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Palermo, July 5–6, 2001
Author(s):
Date:2004
Size:1 online resource (281 p.)
Note:10.1007/978-3-642-17111-6
Contents:Classification Methods with Applications -- The STP Procedure as Overfitting Avoidance Tool in Classification Trees -- A Modal Symbolic Pattern Classifier -- Proximity Measures Between Classification Trees -- Ordinal Classification
Trees Based on Impurity Measures -- Time Series Analysis and Related Methods -- Space Time Noisy Observation Smoothing -- Spectral Analysis in Frequency and Time Domain for Noisy Time Series -- A Resistant Measure of Heteroskedasticity
in Explorative Time Series Analysis -- Computer Intensive Techniques and Algorithms -- Smoothing Score Algorithm for Generalized Additive Models -- Bootstrap Variables Selection in Neural Network Regression Models -- Robust Centre
Location in Radial Basis Function Networks -- The Genetic Algorithm Estimates for the Parameters of Order p Normal Distributions -- Classification and Data Analysis in Economics -- Non-linear Dynamics in the Industrial Production Index
-- Tensorial Co-Structure Analysis for the Full Multi Modules Customer Satisfaction Evaluation -- A Proposal of Classification of Wholesale Trade Enterprises on the Base of Structural and Performance Indicators -- The Analysis of
Poverty in Italy: A Fuzzy Dynamic Approach -- Multivariate Analysis in Applied Sciences -- Combining Information from Several Experts: Selecting and Stopping Rules in Sequential Consulting -- A Spatial Clustering Hierarchical Model for
Disease Mapping -- Second-order Interaction in a Trivariate Generalized Gamma Distribution -- Mortality and Air Pollution in Philadelphia: A Dynamic Generalized Linear Modelling Approach -- The Multivariate Adaptive Sampling for
Estimating the Diversity in Biological Populations -- Adjusted Least Square Estimation for Noisy Images -- Flexible Dynamic Regression Models for Real-time Forecasting of Air Pollutant Concentration
ISBN:9783642171116
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Mathematics , Pattern recognition , Probabilities , Statistics , Economic theory , Mathematics , Probability Theory and Stochastic Processes , Statistics for Business/Economics/Mathematical Finance/Insurance , Economic Theory/Quantitative Economics/Mathematical Methods , Pattern Recognition , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2004-9783642171031:ONLINE Show nearby items on shelf
Title:Classification, Clustering, and Data Mining Applications Proceedings of the Meeting of the International Federation of Classification Societies (IFCS), Illinois Institute of Technology, Chicago, 15–18 July 2004
Author(s):
Date:2004
Size:1 online resource (658 p.)
Note:10.1007/978-3-642-17103-1
Contents:I New Methods in Cluster Analysis -- Thinking Ultrametrically -- Clustering by Vertex Density in a Graph -- Clustering by Ant Colony Optimization -- A Dynamic Cluster Algorithm Based on Lr Distances for Quantitative Data -- The Last
Step of a New Divisive Monothetic Clustering Method: the Gluing-Back Criterion -- Standardizing Variables in K-means Clustering -- A Self-Organizing Map for Dissimilarity Data -- Another Version of the Block EM Algorithm -- Controlling
the Level of Separation of Components in Monte Carlo Studies of Latent Class Models -- Fixing Parameters in the Constrained Hierarchical Classification Method: Application to Digital Image Segmentation -- New Approaches for
Sum-of-Diameters Clustering -- Spatial Pyramidal Clustering Based on a Tessellation -- II Modern Nonparametrics -- Relative Projection Pursuit and its Application -- Priors for Neural Networks -- Combining Models in Discrete
Discriminant Analysis Through a Committee of Methods -- Phoneme Discrimination with Functional Multi-Layer Perceptrons -- PLS Approach for Clusterwise Linear Regression on Functional Data -- On Classification and Regression Trees for
Multiple Responses -- Subsetting Kernel Regression Models Using Genetic Algorithm and the Information Measure of Complexity -- Cherry-Picking as a Robustness Tool -- III Classification and Dimension Reduction -- Academic Obsessions and
Classification Realities: Ignoring Practicalities in Supervised Classification -- Modified Biplots for Enhancing Two-Class Discriminant Analysis -- Weighted Likelihood Estimation of Person Locations in an Unfolding Model for Polytomous
Responses -- Classification of Geospatial Lattice Data and their Graphical Representation -- Degenerate Expectation-Maximization Algorithm for Local Dimension Reduction -- A Dimension Reduction Technique for Local Linear Regression --
Reducing the Number of Variables Using Implicative Analysis -- Optimal Discretization of Quantitative Attributes for Association Rules -- IV Symbolic Data Analysis -- Clustering Methods in Symbolic Data Analysis -- Dependencies in
Bivariate Interval-Valued Symbolic Data -- Clustering of Symbolic Objects Described by Multi-Valued and Modal Variables -- A Hausdorff Distance Between Hyper-Rectangles for Clustering Interval Data -- Kolmogorov-Smirnov for Decision
Trees on Interval and Histogram Variables -- Dynamic Cluster Methods for Interval Data Based on Mahalanobis Distances -- A Symbolic Model-Based Approach for Making Collaborative Group Recommendations -- Probabilistic Allocation of
Aggregated Statistical Units in Classification Trees for Symbolic Class Description -- Building Small Scale Models of Multi-Entity Databases by Clustering -- V Taxonomy and Medicine -- Phylogenetic Closure Operations and Homoplasy-Free
Evolution -- Consensus of Classification Systems, with Adams’ Results Revisited -- Symbolic Linear Regression with Taxonomies -- Determining Horizontal Gene Transfers in Species Classification: Unique Scenario -- Active and Passive
Learning to Explore a Complex Metabolism Data Set -- Mathematical and Statistical Modeling of Acute Inflammation -- Combining Functional MRI Data on Multiple Subjects -- Classifying the State of Parkinsonism by Using Electronic Force
Platform Measures of Balance -- Subject Filtering for Passive Biometric Monitoring -- VI Text Mining -- Mining Massive Text Data and Developing Tracking Statistics -- Contributions of Textual Data Analysis to Text Retrieval --
Automated Resolution of Noisy Bibliographic References -- Choosing the Right Bigrams for Information Retrieval -- A Mixture Clustering Model for Pseudo Feedback in Information Retrieval -- Analysis of Cross-Language Open-Ended
Questions Through MFACT -- Inferring User’s Information Context from User Profiles and Concept Hierarchies -- Database Selection for Longer Queries -- VII Contingency Tables and Missing Data -- An Overview of Collapsibility --
Generalized Factor Analyses for Contingency Tables -- A PLS Approach to Multiple Table Analysis -- Simultaneous Rowand Column Partitioning in Several Contingency Tables -- Missing Data and Imputation Methods in Partition of Variables
-- The Treatment of Missing Values and its Effect on Classifier Accuracy -- Clustering with Missing Values: No Imputation Required
ISBN:9783642171031
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Culture , Library science , Data structures (Computer science) , Mathematical statistics , Computers , Statistics , Cultural and Media Studies , Library Science , Statistical Theory and Methods , Probability and Statistics in Computer Science , Information Systems and Communication Service , Data Structures , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2004-9781461302179:ONLINE Show nearby items on shelf
Title:Applied Bayesian Statistical Studies in Biology and Medicine
Author(s):
Date:2004
Size:1 online resource (258 p.)
Note:10.1007/978-1-4613-0217-9
Contents:1. Some reflections on the current state of statistics -- 2. Answering two biological questions with a latent class model via MCMC applied to capture-recapture data -- 3. On the Bayesian inference of the Hardy-Weinberg equilibrium
model -- 4. Identifying a Bayesian Network for the problem “Hospital and families: the analysis of patient satisfaction with their stay in hospital” -- 5. Reliability of GIST diagnosis based on partial information -- 6. Comparing two
groups or treatments-a Bayesian approach -- 7. Two experimental settings in clinical trials: predictive criteria for choosing the sample size in interval estimation -- 8. Attributing a paleoanthropological specimen to a prehistoric
population: a Bayesian approach with multivariate B-spline functions -- 9. An example of the subjectivist statistical method for learning from data: Why do whales strand when they do? -- 10. Development and communication of Bayesan
methodology for medical device clinical trials -- 11. An adaptive SIR algorithm for Bayesian multilevel inference on categorical data -- 12. Age at death diagnosis by cranial suture obliteration: a Bayesian approach -- 13. Bayesian
estimation of restriction fragment length from electrophoretic analysis
ISBN:9781461302179
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Human genetics , Public health , Biomathematics , Anthropology , Statistics , Statistics for Life Sciences, Medicine, Health Sciences , Public Health , Mathematical and Computational Biology , Anthropology , Human Genetics
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Call number:SPRINGER-2004-9781441990761:ONLINE Show nearby items on shelf
Title:Proceedings of the Second Seattle Symposium in Biostatistics Analysis of Correlated Data
Author(s):
Date:2004
Size:1 online resource (331 p.)
Note:10.1007/978-1-4419-9076-1
Contents:Whither PQL? -- Correlation and marginal longitudinal kernel nonparametric regression -- Analysis of multivariate monotone missing data by a pseudolikelihood method -- Quantile regression for correlated observations -- Small sample
inference for clustered data -- Some appications of indirect inference to longitudinal and repeated events data -- On characterizing joint survivor functions by minima -- Nonparametric estimation of the bivariate survivor function -- A
semiparametric regression model for panel count data: When do pseudo-likelihood estimators become badly inefficient? -- Some biases that may affect kin-cohort studies for estimating the risks from indentified disease genes -- Optimal
structural nested models for optimal sequential decisions -- Addresses for Contact Authors -- List of Referees
ISBN:9781441990761
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Series:Lecture Notes in Statistics: 179
Keywords: Statistics , Statistics , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2004-9780817681685:ONLINE Show nearby items on shelf
Title:Analysis of Variance for Random Models Volume I: Balanced Data Theory, Methods, Applications and Data Analysis
Author(s): Hardeo Sahai
Date:2004
Size:1 online resource (484 p.)
Note:10.1007/978-0-8176-8168-5
Contents:1 Introduction -- 2 One-Way Classification -- 3 Two-Way Crossed Classification without Interaction -- 4 Two-Way Crossed Classification with Interaction -- 5 Three-Way and Higher-Order Crossed Classifications -- 6 Two-Way Nested
Classification -- 7 Three-Way and Higher-Order Nested Classifications -- 8 General Balanced Random Effects Model -- Appendices -- General Bibliography -- Author Index
ISBN:9780817681685
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Probabilities , Statistics , Statistical Theory and Methods , Probability Theory and Stochastic Processes , Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Scien , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2004-9780387215747:ONLINE Show nearby items on shelf
Title:Statistical Tools for Nonlinear Regression A Practical Guide With S-PLUS and R Examples
Author(s): S Huet
Date:2004
Edition:Second Edition
Size:1 online resource (234 p.)
Note:10.1007/b97288
Contents:Nonlinear Regression Model and Parameter Estimation -- Accuracy of Estimators, Confidence Intervals and Tests -- Variance Estimation -- Diagnostics of Model Misspecification -- Calibration and Prediction -- Binomial Nonlinear Models
-- Multinomial and Poisson Nonlinear Models
ISBN:9780387215747
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Statistics , Statistical Theory and Methods , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2003-9789400707894:ONLINE Show nearby items on shelf
Title:Advanced Sampling Theory with Applications How Michael ‘ selected’ Amy Volume I
Author(s): Sarjinder Singh
Date:2003
Size:1 online resource (1219 p.)
Note:10.1007/978-94-007-0789-4
Contents:Basic Concepts and Mathematical Notation -- Simple Random Sampling -- Use of Auxiliary Information: Simple Random Sampling -- Use of Auxiliary Information: Probability Proportional to Size and with Replacement (PPSWR) Sampling -- Use
of Auxiliary Information: Probability Proportional to Size and Without Replacement (PPSWOR) Sampling -- Use of Auxiliary Information: Multi-Phase Sampling -- Systematic Sampling -- Stratified and Post-Stratified Sampling --
Non-Overlapping, Overlapping, Post, and Adaptive Cluster Sampling -- Multi-Stage, Successive, and Re-Sampling Strategies -- Randomized Response Sampling: Tools For Social Surveys -- Non-Response and Its Treatments -- Miscellaneous
Topics
ISBN:9789400707894
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Business , Management science , Statistics , Statistics for Life Sciences, Medicine, Health Sciences , Statistics, general , Business and Management, general , Statistics for Business/Economics/Mathematical Finance/Insurance
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Call number:SPRINGER-2003-9783642557538:ONLINE Show nearby items on shelf
Title:Mathematics — Key Technology for the Future Joint Projects between Universities and Industry
Author(s):
Date:2003
Size:1 online resource (732 p.)
Note:10.1007/978-3-642-55753-8
Contents:I. Motors, Vehicles -- Synthesis of Automotive Cams Using Multiple Shooting-SQP Methods for Constrained Optimization -- Numerical Optimization of Scavenging in Two-Stroke Engines with Transfer Ducts, an Exhaust Port and a Moving
Piston -- A Numerical Tool for Flow Simulation in a Wankel Motor -- An Efficient Navier-Stokes Solver for Automotive Aerodynamics -- Numerical Simulation of Exhaust Systems in Car Industry — Efficient Calculation of Radiation Heat
Transfer -- Combinatorial Optimization Techniques for Three-Dimensional Arrangement Problems -- Simulation of Test-drives of Automobiles at Driving Limit -- An Optimal Control Approach To Real-Time Vehicle Guidance -- Theoretical and
Experimental Studies of an S-Catamaran -- II. Environmental Technology -- Robust Error Estimators for Interface Problems Occuring in Transport Processes in Porous Media -- Modelling and Simulation of a Planned Bio-Chemical in situ
Remediation -- Influence of Surfactants on Spreading of Contaminants and Soil Remediation -- Improvement of Environment Observing Remote Sensing Devices by Regularization Techniques -- III. Flow, Transport and Reactions in
Technological Processes -- Stability Analysis for Reactors from Chemical Industry -- Heterogeneous Dynamic Process Flowsheet Simulation of Chemical Plants -- Numerical Simulation of Annular Chromatography -- Numerical Methods for
Parameter Estimation in Bingham-Fluids -- A Viscoelastic Turbulence Model Based on Renormalization Group Theory -- Modelling and Simulation of Capacitor Impulse Welding -- Analysis of Transport Processes for Layered Porous Materials
Used in Industrial Applications -- Modelling and Numerical Simulation of District Heating Networks with Time-Saving Solution Methods -- Sensitivity and Robustness Analysis for Construction and Monitoring of Tubine-Generator Shafts --
IV. Optics and Sensors -- Adaptive Multigrid Methods for the Vectorial Maxwell Eigenvalue Problem for Optical Waveguide Design -- Direct and Inverse Problems for Diffractive Structures — Optimization of Binary Gratings -- Computation
of Electromagnetic Fields for a Humidity Sensor -- V. Crystal Growth, Semiconductors -- Simulation of Industrial Crystal Growth by the Vertical Bridgman Method -- Numerical Simulation and Control of Industrial Crystal Growth Processes
-- Optimal Control of Sublimation Growth of SiC Crystals -- Mathematical Modelling and Numerical Simulation of Semiconductor Detectors -- Optimal Design of High Power Electronic Devices by Topology Optimization -- Modelling and
Simulation of Strained Quantum Wells in Semiconductor Lasers -- VI. Electronic Circuits -- Efficient Analysis of Oscillatory Circuits -- Modelling and Simulation of Power Devices for High-Voltage Integrated Circuits -- Finding
Beneficial DAE Structures in Circuit Simulation -- CHORAL — a Charge-Oriented Algorithm for the Numerical Integration of Electrical Circuits -- VII. Tomography, Image Analysis and Visualisation -- Reconstructing Crystalline Structures
from Few Images Under High Resolution Transmission Electron Microscopy -- Measurement of Paint Layer Thickness with Photothermal Infrared Radiometry -- Spatio-Temporal Current Density Reconstruction from EEG-/MEG-Data -- Signal
Correction in NMR Spectroscopy -- On Scattering of Ultrasonic Waves -- Smoothing of Tomographic Data and Hybrid Volume-Surface Visualisation -- Video Coding with Adaptive Vector Quantization and Rate Distortion Optimization -- VIII.
Statistical Methods in Medical Applications -- The Application of Statistical Methods of Meta-Analysis for Heterogeneity Modelling in Medicine and Pharmacy, Psychology, Quality Control and Assurance -- An Application for the Analysis
of Human Tremor Time-Series -- IX. Optimization in Design and Production -- Free Material Optimization -- Automatic Layout and Labelling of State Diagrams -- Optimization Problems in a Semi-Automatic Device for Cutting Leather --
Stochastic Programming for Power Production and Trading Under Uncertainty -- Scheduling Scarce Resources in Chemical Engineering -- X. Optimization in Traffic and Communication -- Duty Scheduling in Public Transit -- Rotation Planning
for the Continental Service of a European Airline -- Computer Aided Scheduling of Switching Engines -- Train Schedule Optimization in Public Rail Transport -- An Integrated Planning Approach for Cellular Radio Networks -- Author Index
ISBN:9783642557538
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Mathematics , Chemometrics , Computer graphics , Computer mathematics , Visualization , Statistics , Applied mathematics , Engineering mathematics , Mathematics , Computational Science and Engineering , Visualization , Appl.Mathematics/Computational Methods of Engineering , Math. Applications in Chemistry , Computer Imaging, Vision, Pattern Recognition and Graphics , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2003-9780387218663:ONLINE Show nearby items on shelf
Title:Design and Analysis of DNA Microarray Investigations
Author(s): Richard M Simon
Date:2003
Size:1 online resource (19 p.)
Note:10.1007/b97583
Contents:DNA Microarray Technology -- Design of DNA Microarray Experiments -- Image Analysis -- Quality Control -- Array Normalization -- Class Comparison -- Class Prediction -- Class Discovery
ISBN:9780387218663
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Medicine , Cancer research , Molecular biology , Pharmacology , Health informatics , Bioinformatics , Statistics , Biomedicine , Cancer Research , Bioinformatics , Statistics for Life Sciences, Medicine, Health Sciences , Molecular Medicine , Pharmacology/Toxicology , Health Informatics
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Call number:SPRINGER-2003-9780387218137:ONLINE Show nearby items on shelf
Title:Multiple Analyses in Clinical Trials Fundamentals for Investigators
Author(s): Lemuel A Moyé
Date:2003
Size:1 online resource (436 p.)
Note:10.1007/b97513
Contents:Prologue -- Fundamentals of Clinical Trial Design -- Multiple Analyses and the Random Experiment -- The Lure and Complexity of Multiple Analyses -- Multiple Analyses and Multiple Endpoints -- to Multiple Dependent Analyses I --
Multiple Dependent Analyses II -- to Composite Endpoints -- Multiple Analyses and Composite Endpoints -- to Subgroup Analyses -- Subgroups II: Effect Domination and Controversy -- Subgroups III: Confirmatory Analyses -- Multiple
Analyses and Multiple Treatment Arms -- Combining Multiple Analyses -- Conclusions: The Two-Front War
ISBN:9780387218137
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Medicine , Statistics , Biomedicine , Biomedicine general , Statistics for Life Sciences, Medicine, Health Sciences , Medicine/Public Health, general
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Call number:SPRINGER-2003-9780387217000:ONLINE Show nearby items on shelf
Title:Unified Methods for Censored Longitudinal Data and Causality
Author(s): Mark J. van der Laan
Date:2003
Size:1 online resource (399 p.)
Note:10.1007/978-0-387-21700-0
Contents:1 Introduction -- 1.1 Motivation, Bibliographic History, and an Overview of the book -- 1.2 Tour through the General Estimation Problem -- 1.3 Example: Causal Effect of Air Pollution on Short-Term Asthma Response -- 1.4 Estimating
Functions -- 1.5 Robustness of Estimating Functions -- 1.6 Doubly robust estimation in censored data models -- 1.7 Using Cross-Validation to Select Nuisance Parameter Models -- 2 General Methodology -- 2.1 The General Model and
Overview -- 2.2 Full Data Estimating Functions -- 2.3 Mapping into Observed Data Estimating Functions -- 2.4 Optimal Mapping into Observed Data Estimating Functions -- 2.5 Guaranteed Improvement Relative to an Initial Estimating
Function -- 2.6 Construction of Confidence Intervals -- 2.7 Asymptotics of the One-Step Estimator -- 2.8 The Optimal Index -- 2.9 Estimation of the Optimal Index -- 2.10 Locally Efficient Estimation with Score-Operator Representation
-- 3 Monotone Censored Data -- 3.1 Data Structure and Model -- 3.2 Examples -- 3.3 Inverse Probability Censoring Weighted (IPCW) Estimators -- 3.4 Optimal Mapping into Estimating Functions -- 3.5 Estimation of Q -- 3.6 Estimation of
the Optimal Index -- 3.7 Multivariate failure time regression model -- 3.8 Simulation and data analysis for the nonparametric full data model -- 3.9 Rigorous Analysis of a Bivariate Survival Estimate -- 3.10 Prediction of Survival -- 4
Cross-Sectional Data and Right-Censored Data Combined -- 4.1 Model and General Data Structure -- 4.2 Cause Specific Monitoring Schemes -- 4.3 The Optimal Mapping into Observed Data Estimating Functions -- 4.4 Estimation of the Optimal
Index in the MGLM -- 4.5 Example: Current Status Data with Time-Dependent Covariates -- 4.6 Example: Current Status Data on a Process Until Death -- 5 Multivariate Right-Censored Multivariate Data -- 5.1 General Data Structure -- 5.2
Mapping into Observed Data Estimating Functions. -- 5.3 Bivariate Right-Censored Failure Time Data -- 6 Unified Approach for Causal Inference and Censored Data -- 6.1 General Model and Method of Estimation -- 6.2 Causal Inference with
Marginal Structural Models -- 6.3 Double Robustness in Point Treatment MSM -- 6.4 Marginal Structural Model with Right-Censoring. -- 6.5 Structural Nested Model with Right-Censoring -- 6.6 Right-Censoring with Missingness. -- 6.7
Interval Censored Data -- References -- Author index -- Example index
ISBN:9780387217000
Series:eBooks
Series:SpringerLink (Online service)
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Keywords: Mathematics , Probabilities , Statistics , Mathematics , Probability Theory and Stochastic Processes , Statistical Theory and Methods , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2003-9780387216799:ONLINE Show nearby items on shelf
Title:The Analysis of Gene Expression Data Methods and Software
Author(s):
Date:2003
Size:1 online resource (46 p.)
Note:10.1007/b97411
Contents:The Analysis of Gene Expression Data: An Overview of Methods and Software -- Visualization and Annotation of Genomic Experiments -- Bioconductor R Packages for Exploratory Analysis and Normalization of cDNA Microarray Data -- An R
Package for Analyses of Affymetrix Oligonucleotide Arrays -- DNA-Chip Analyzer (dChip) -- Expression Profiler -- An S-PLUS Library for the Analysis and Visualization of Differential Expression -- Dragon and Dragon View: Methods for the
Annotation, Analysis, and Visualization of Large-Scale Gene Expression Data -- Snomad: Biologist-Friendly Web Tools for the Standardization and NOrmalization of Microarray Data -- Microarray Analysis Using the MicroArray Explorer --
Parametric Empirical Bayes Methods for Microarrays -- SAM Thresholding and False Discovery Rates for Detecting Differential Gene Expression in DNA Microarrays -- Adaptive Gene Picking with Microarray Data: Detecting Important Low
Abundance Signals -- MAANOVA: A Software Package for the Analysis of Spotted cDNA Microarray Experiments -- GeneClust -- POE: Statistical Methods for Qualitative Analysis of Gene Expression -- Bayesian Decomposition -- Bayesian
Clustering of Gene Expression Dynamics -- Relevance Networks: A First Step Toward Finding Genetic Regulatory Networks Within Microarray Data
ISBN:9780387216799
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Human genetics , Mathematical statistics , Biochemistry , Bioinformatics , Probabilities , Statistics , Statistics for Life Sciences, Medicine, Health Sciences , Probability Theory and Stochastic Processes , Biochemistry, general , Human Genetics , Bioinformatics , Probability and Statistics in Computer Science
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Call number:SPRINGER-2003-9780387216454:ONLINE Show nearby items on shelf
Title:Survival Analysis Techniques for Censored and Truncated Data
Author(s): John P Klein
Date:2003
Edition:Second Edition
Size:1 online resource (538 p.)
Note:10.1007/b97377
Contents:Examples of Survival Data -- Basic Quantities and Models -- Censoring and Truncation -- Nonparametric Estimation of Basic Quantities for Right-Censored and Left-Truncated Data -- Estimation of Basic Quantities for Other Sampling
Schemes -- Topics in Univariate Estimation -- Hypothesis Testing -- Semiparametric Proportional Hazards Regression with Fixed Covariates -- Refinements of the Semiparametric Proportional Hazards Model -- Additive Hazard Regression
Models -- Regression Diagnostics -- Inference for Parametric Regression Models -- Multivariate Survival Analysis
ISBN:9780387216454
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Medicine , Epidemiology , Probabilities , Statistics , Social sciences , Medicine & Public Health , Epidemiology , Probability Theory and Stochastic Processes , Methodology of the Social Sciences , Statistics for Life Sciences, Medicine, Health Sciences , Statistical Theory and Methods , Statistics for Business/Economics/Mathematical Finance/Insurance
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Call number:SPRINGER-2002-9789401003377:ONLINE Show nearby items on shelf
Title:Statistics Applied to Clinical Trials
Author(s): Ton J Cleophas
Date:2002
Edition:Second Edition
Size:1 online resource (210 p.)
Note:10.1007/978-94-010-0337-7
Contents:Preface -- Foreword -- 1. Hypotheses, Data, Stratification -- 2. The analysis of efficacy data of drug trials -- 3. The analysis of safety data of drug trials -- 4. Equivalence testing -- 5. Statistical power and sample size -- 6.
Interim analysis -- 7. Multiple statistical inferences -- 8. Principles of linear regression -- 9. Subgroup analysis multiple linear regression: confounding, interaction, synergism -- 10. Curvilinear regression -- 11. Meta-analysis --
12. Crossover studies with continuous variables: power analysis -- 13. Crossover studies with binary responses -- 14. Post-hoc analysis in clinical trials, a case for logistic regression analysis -- 15. quality-of-life assessment in
clinical trials -- 16. Statistics for the analysis of genetic data -- 17. Relationship among statistical distributions -- 18. Statistics is not bloodless algebra -- Appendix -- Index
ISBN:9789401003377
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Statistics , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2002-9781475762853:ONLINE Show nearby items on shelf
Title:Probability Models for DNA Sequence Evolution
Author(s): Rick Durrett
Date:2002
Size:1 online resource (241 p.)
Note:10.1007/978-1-4757-6285-3
Contents:1 Basic Models -- 2 Neutral Complications -- 3 Natural Selection -- 4 Statistical Tests -- 5 Genome Rearrangement -- References
ISBN:9781475762853
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Mathematics , Probabilities , Biomathematics , Statistics , Mathematics , Probability Theory and Stochastic Processes , Statistics for Life Sciences, Medicine, Health Sciences , Mathematical and Computational Biology
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Call number:SPRINGER-2002-9781475736922:ONLINE Show nearby items on shelf
Title:Observational Studies
Author(s): Paul R Rosenbaum
Date:2002
Edition:Second Edition
Size:1 online resource (377 p.)
Note:10.1007/978-1-4757-3692-2
Contents:1 Observational Studies -- 2 Randomized Experiments -- 3 Overt Bias in Observational Studies -- 4 Sensitivity to Hidden Bias -- 5 Models for Treatment Effects -- 6 Known Effects -- 7 Multiple Reference Groups in Case-Referent Studies
-- 8 Multiple Control Groups -- 9 Coherence and Focused Hypotheses -- 10 Constructing Matched Sets and Strata -- 11 Planning an Observational Study -- 12 Some Strategic Issues
ISBN:9781475736922
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Statistics , Statistical Theory and Methods , Statistics for Life Sciences, Medicine, Health Sciences , Statistics for Social Science, Behavorial Science, Education, Public Policy, and , Statistics for Business/Economics/Mathematical Finance/Insurance
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Call number:SPRINGER-2002-9781475736632:ONLINE Show nearby items on shelf
Title:Statistical Consulting
Author(s): Javier Cabrera
Date:2002
Size:1 online resource (390 p.)
Note:10.1007/978-1-4757-3663-2
Contents:I The Methodology of Statistical Consulting -- 1 Introduction to Statistical Consulting -- 2 Communication -- 3 Methodological Aspects -- 4 A Consulting Project from A to Z -- II Case Studies -- 5 Introduction to the Case Studies -- 6
Case Studies from Group I -- 7 Case Studies from Group II -- 8 Case Studies from Group III -- 9 Additional Case Studies -- A Resources -- A.1 References -- A.2 Datasets for Case Studies in Part II -- A.3 Statistical Consulting Course
-- A.3.1 Course Description -- A.3.2 List of Topics by Week -- A.3.3 Reference List -- B Statistical Software -- B.1 SAS -- B.1.1 The SAS Setup -- B.1.2 Details on the DATA Step -- B.1.3 SAS Procedures -- B.1.4 Further Details of SAS
-- B.2 S-PLUS -- B.2.1 S-PLUS Preliminaries -- B.2.2 The S-PLUS Setup -- B.2.3 Basic S-PLUS Commands -- B.2.4 Efficient Use of S-PLUS -- B.2.5 S-PLUS Statistical Procedures -- B.2.6 S-PLUS Glossary -- C Statistical Addendum -- C.1
Univariate Distributions -- C.2 Multivariate Distributions -- C.3 Statistical Tests -- C.4 Sample Size -- References
ISBN:9781475736632
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Statistics , Statistical Theory and Methods , Statistics for Life Sciences, Medicine, Health Sciences , Statistics for Business/Economics/Mathematical Finance/Insurance , Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Scien , Statistics for Social Science, Behavorial Science, Education, Public Policy, and
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Call number:SPRINGER-2002-9781447137085:ONLINE Show nearby items on shelf
Title:Estimating Animal Abundance Closed Populations
Author(s): D. L Borchers
Date:2002
Size:1 online resource (314 p.)
Note:10.1007/978-1-4471-3708-5
Contents:1 Introduction -- 2 Using likelihood for estimation -- 3 Building blocks -- 4 Plot sampling -- 5 Removal, catch-effort and change-in-ratio -- 6 Simple mark-recapture -- 7 Distance sampling -- 8 Nearest neighbour and
point-to-nearest-object -- 9 Further building blocks -- 10 Spatial/temporal models with certain detection -- 11 Dealing with heterogeneity -- 12 Integrated models -- 13 Dynamic and open population models -- 14 Which method? -- A
Notation and Glossary -- A.1 Notation -- A.2 Glossary -- B Statistical formulation for observation models -- B.1 Detection function -- B.2 Multiple surveys -- C The asymptotic variance of MLEs -- C.1 Estimating the variance of an MLE
-- C.2 Estimating the variance of a function of an MLE -- C.3 A one-parameter example -- C.3.1 Fisher information version 1 -- C.3.2 Fisher information version 2 -- C.3.3 Observed information -- D State models for mark-recapture and
removal methods -- D.1 Static population -- D.2 Independent dynamics -- D.3 Markov dynamics -- References
ISBN:9781447137085
Series:eBooks
Series:SpringerLink (Online service)
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Keywords: Mathematics , Ecology , Animal ecology , Applied mathematics , Engineering mathematics , Biomathematics , Statistics , Mathematics , Applications of Mathematics , Animal Ecology , Ecology , Mathematical and Computational Biology , Statistics for Life Sciences, Medicine, Health Sciences , Genetics and Population Dynamics
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Call number:SPRINGER-2002-9781441957627:ONLINE Show nearby items on shelf
Title:Numerical Data Fitting in Dynamical Systems A Practical Introduction with Applications and Software
Author(s): Klaus Schittkowski
Date:2002
Size:1 online resource (396 p.)
Note:10.1007/978-1-4419-5762-7
Contents:1 Introduction -- 2 Mathematical Foundations -- 3 Data Fitting Models -- 4 Numerical Experiments -- 5 Case Studies -- Appendix A: Software Installation -- 1 Hardware and Software Requirements -- 2 System Setup -- 3 Packing List --
Appendix B: Test Examples -- 1 Explicit Model Functions -- 2 Laplace Transforms -- 3 Steady State Equations -- 4 Ordinary Differential Equations -- 5 Differential Algebraic Equations -- 6 Partial Differential Equations -- 7 Partial
Differential Algebraic Equations -- Appendix C: The PCOMP Language -- Appendix D: Generation of Fortran Code -- 1 Model Equations -- 1.1 Input of Explicit Model Functions -- 1.2 Input of Laplace Transformations -- 1.3 Input of Systems
of Steady State Equations -- 1.4 Input of Ordinary Differential Equations -- 1.5 Input of Differential Algebraic Equations -- 1.6 Input of Time-Dependent Partial Differential Equations -- 1.7 Input of Partial Differential Algebraic
Equations -- 2 Execution of Generated Code -- References
ISBN:9781441957627
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Series:Applied Optimization: 77
Keywords: Computer science , Numerical analysis , Applied mathematics , Engineering mathematics , Mathematical models , Mathematical optimization , Statistics , Computer Science , Numeric Computing , Optimization , Mathematical Modeling and Industrial Mathematics , Applications of Mathematics , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2002-9780387227641:ONLINE Show nearby items on shelf
Title:Likelihood, Bayesian, and MCMC Methods in Quantitative Genetics
Author(s): Daniel Sorensen
Date:2002
Size:1 online resource (740 p.)
Note:10.1007/b98952
Contents:Review of Probability and Distribution Theory -- Uncertainty, Random Variables, and Probability Distributions -- Uncertainty about Functions of Random Variables -- Methods of Inference -- An Introduction to Likelihood Inference --
Further Topics in Likelihood Inference -- An Introduction to Bayesian Inference -- Bayesian Analysis of Linear Models -- The Prior Distribution and Bayesian Analysis -- Bayesian Assessment of Hypotheses and Models -- Approximate
Inference Via the EM Algorithm -- Markov Chain Monte Carlo Methods -- An Overview of Discrete Markov Chains -- Markov Chain Monte Carlo -- Implementation and Analysis of MCMC Samples -- Applications in Quantitative Genetics -- Gaussian
and Thick-Tailed Linear Models -- Threshold Models for Categorical Responses -- Bayesian Analysis of Longitudinal Data -- to Segregation and Quantitative Trait Loci Analysis
ISBN:9780387227641
Series:eBooks
Series:SpringerLink (Online service)
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Keywords: Life sciences , Biochemistry , Plant genetics , Animal genetics , Statistics , Life Sciences , Biochemistry, general , Statistics for Life Sciences, Medicine, Health Sciences , Animal Genetics and Genomics , Plant Genetics & Genomics
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Call number:SPRINGER-2002-9780387224657:ONLINE Show nearby items on shelf
Title:Applied Functional Data Analysis: Methods and Case Studies
Author(s):
Date:2002
Size:1 online resource (191 p.)
Note:10.1007/b98886
Contents:Life Course Data in Criminology -- The Nondurable Goods Index -- Bone Shapes from a Paleopathology Study -- Modeling Reaction-Time Distributions -- Zooming in on Human Growth -- Time Warping Handwriting and Weather Records -- How Do
Bone Shapes Indicate Arthritis? -- Functional Models for Test Items -- Predicting Lip Acceleration from Electromyography -- The Dynamics of Handwriting Printed Characters -- A Differential Equation for Juggling
ISBN:9780387224657
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Statistics , Statistical Theory and Methods , Statistics for Social Science, Behavorial Science, Education, Public Policy, and , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2002-9780387224565:ONLINE Show nearby items on shelf
Title:Model Selection and Multimodel Inference A Practical Information-Theoretic Approach
Author(s):
Date:2002
Edition:2
Size:1 online resource (488 p.)
Note:10.1007/b97636
Contents:Information and Likelihood Theory: A Basis for Model Selection and Inference -- Basic Use of the Information-Theoretic Approach -- Formal Inference From More Than One Model: Multimodel Inference (MMI) -- Monte Carlo Insights and
Extended Examples -- Advanced Issues and Deeper Insights -- Statistical Theory and Numerical Results -- Summary
ISBN:9780387224565
Series:eBooks
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Keywords: Statistics , Ecology , Statistics , Statistical Theory and Methods , Ecology , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2002-9780387218120:ONLINE Show nearby items on shelf
Title:Growth Curve Models and Statistical Diagnostics
Author(s): Jian-Xin Pan
Date:2002
Size:1 online resource (388 p.)
Note:10.1007/978-0-387-21812-0
Contents:1 Introduction -- 1.1 General Remarks -- 1.2 Statistical Diagnostics in Multivariate Analysis -- 1.3 Growth Curve Model (GCM) -- 1.4 Summary -- 1.5 Preliminary Results -- 1.6 Further Readings -- 2 Generalized Least Square Estimation
-- 2.1 General Remarks -- 2.2 Generalized Least Square Estimation -- 2.3 Admissible Estimate of Regression Coefficient -- 2.4 Bibliographical Notes -- 3 Maximum Likelihood Estimation -- 3.1 Maximum Likelihood Estimation -- 3.2 Rao’s
Simple Covariance Structure (SCS) -- 3.3 Restricted Maximum Likelihood Estimation -- 3.4 Bibliographical Notes -- 4 Discordant Outlier and Influential Observation -- 4.1 General Remarks -- 4.2 Discordant Outlier Detection in the GCM
with SCS -- 4.3 Influential Observation in the GCM with SCS -- 4.4 Discordant Outlier Detection in the GCM with UC -- 4.5 Influential Observation in the GCM with UC -- 4.6 Bibliographical Notes -- 5 Likelihood-Based Local Influence --
5.1 General Remarks -- 5.2 Local Influence Assessment in the GCM with SCS -- 5.3 Local Influence Assessment in the GCM with UC -- 5.4 Bibliographical Notes -- 6 Bayesian Influence Assessment -- 6.1 General Remarks -- 6.2 Bayesian
Influence Analysis in the GCM with SCS -- 6.3 Bayesian Influence Analysis in the GCM with UC -- 6.4 Bibliographical Notes -- 7 Bayesian Local Influence -- 7.1 General Remarks -- 7.2 Bayesian Local Influence in the GCM with SCS -- 7.3
Bayesian Local Influence in the GCM with UC -- 7.4 Bibliographical Notes -- Appendix Data sets used in this book -- References -- Author Index
ISBN:9780387218120
Series:eBooks
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Keywords: Mathematics , Probabilities , Statistics , Mathematics , Probability Theory and Stochastic Processes , Statistical Theory and Methods , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2002-9780387217505:ONLINE Show nearby items on shelf
Title:Mathematical and Statistical Methods for Genetic Analysis
Author(s): Kenneth Lange
Date:2002
Edition:Second Edition
Size:1 online resource (370 p.)
Note:10.1007/978-0-387-21750-5
Contents:Basic Principles of Population Genetics -- Counting Methods and the EM Algorithm -- Newton's Method and Scoring -- Hypothesis Testing and Categorical Data -- Genetic Identity Coefficients -- Applications of Identity Coefficients --
Computation of Mendelian Likelihoods -- The Polygenic Model -- Descent Graph Models -- Molecular Phylogeny -- Radiation Hybrid Mapping -- Models of Recombination -- Sequence Analysis -- Poisson Approximation -- Diffusion Processes
ISBN:9780387217505
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Medicine , Human genetics , Statistics , Biomedicine , Human Genetics , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-2002-9780387216478:ONLINE Show nearby items on shelf
Title:Logistic Regression A Self-Learning Text
Author(s): David G Kleinbaum
Date:2002
Edition:Second Edition
Size:1 online resource (514 p.)
Note:10.1007/b97379
Contents:to Logistic Regression -- Important Special Cases of the Logistic Model -- Computing the Odds Ratio in Logistic Regression -- Maximum Likelihood Techniques: An Overview -- Statistical Inferences Using Maximum Likelihood Techniques --
Modeling Strategy Guidelines -- Modeling Strategy for Assessing Interaction and Confounding -- Analysis of Matched Data Using Logistic Regression -- Polytomous Logistic Regression -- Ordinal Logistic Regression -- Logistic Regresion
for Correlated Data: GEE -- GEE Examples -- Other Approaches for Analysis of Correlated Data
ISBN:9780387216478
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Epidemiology , Statistics , Statistics for Life Sciences, Medicine, Health Sciences , Epidemiology , Statistics for Social Science, Behavorial Science, Education, Public Policy, and
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