- Format
- Häftad (Paperback / softback)
- Språk
- Engelska
- Antal sidor
- 408
- Utgivningsdatum
- 2002-09-01
- Upplaga
- 2 New edition
- Förlag
- Chapman & Hall/CRC
- Medarbetare
- Collett, David / Collett, Collett
- Illustratör/Fotograf
- index references
- Illustrationer
- 96 Tables, black and white; 54 Illustrations, black and white
- Dimensioner
- 234 x 156 x 21 mm
- Vikt
- Antal komponenter
- 1
- Komponenter
- Contains 56 Paperback / softbacks
- ISBN
- 9781584883241
- 580 g
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Modelling Binary Data Second Edition David Collett. Online search for PDF Books. Hereditary hemochromatosis (HH) is a common au- View PDF gkm. View PDF The psychometric function: I. Modelling binary data david collett The logistic regression model can be extended is available in Collett, 2002. Modelling binary data collett pdf May be seen at http:www.statslab.cam.ac.ukpatmisc.pdf. London: Chapman.scale parameter multilevel model hierarchical model generalized linear mixed model. David Collett is the author of Modelling Survival Data in Medical Research (4.56 avg rating, 16 ratings, 1 review, published 2003), Modelling Binary Data.
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Modelling Survival Data in Medical Research
Modelling Survival Data in Medical Research describes the modelling approach to the analysis of survival data using a wide range of examples from biomedical research. Well known for its nontechnical style, this third edition contains new chapters ...
Praise for the first edition: '...A merit of the book, considerably enhancing its practical value, is the detailed discussion of computational issues and software. ... Overall the book provides an accessible and effective presentation of the topic. I recommend it.' -Journal of Applied Statistics 'In summary, this book draws together material on many practical aspects of the analysis of binary data, which was unavailable before in a single book. Applied statisticians, at any level, will learn something from it.' -The Statistician '...well written, contains good examples, and ideas and concepts are developed and explained logically and clearly...I can strongly recommend this book as a handy reference for applied statisticians and other researchers with a good background in statistical methods... I also appreciated having a book that seems to have very few errors of any kind!' -Biometrics
Binary Data Definition
INTRODUCTION Some Examples The Scope of this Book Use of Statistical Software STATISTICAL INFERENCE FOR BINARY DATA The Binomial Distribution Inference about the Success Probability Comparison of Two Proportions Comparison of Two or More Proportions MODELS FOR BINARY AND BINOMIAL DATA Statistical Modelling Linear Models Methods of Estimation Fitting Linear Models to Binomial Data Models for Binomial Response Data The Linear Logistic Model Fitting the Linear Logistic Model to Binomial Data Goodness of Fit of a Linear Logistic Model Comparing Linear Logistic Models Linear Trend in Proportions Comparing Stimulus-Response Relationships Non-Convergence and Overfitting Some other Goodness of Fit Statistics Strategy for Model Selection Predicting a Binary Response Probability BIOASSAY AND SOME OTHER APPLICATIONS The Tolerance Distribution Estimating an Effective Dose Relative Potency Natural Response Non-Linear Logistic Regression Models Applications of the Complementary Log-Log Model MODEL CHECKING Definition of Residuals Checking the Form of the Linear Predictor Checking the Adequacy of the Link Function Identification of Outlying Observations Identification of Influential Observations Checking the Assumption of a Binomial Distribution Model Checking for Binary Data Summary and Recommendations OVERDISPERSION Potential Causes of Overdispersion Modelling Variability in Response Probabilities Modelling Correlation Between Binary Responses Modelling Overdispersed Data A Model with a Constant Scale Parameter The Beta-Binomial Model Discussion MODELLING DATA FROM EPIDEMIOLOGICAL STUDIES Basic Designs for Aetiological Studies Measures of Association Between Disease and Exposure Confounding and Interaction The Linear Logistic Model for Data from Cohort Studies Interpreting the Parameters in a Linear Logistic Model The Linear Logistic Model for Data from Case-Control Studies Matched Case-Control Studies MIXED MODELS FOR BINARY DATA Fixed and Random Effects Mixed Models for Binary Data Multilevel Modelling Mixed Models for Longitudinal Data Analysis Mixed Models in Meta-Analysis Modelling Overdispersion Using Mixed Models EXACT METHODS Comparison of Two Proportions Using an Exact Test Exact Logistic Regression for a Single Parameter Exact Hypothesis Tests Exact Confidence Limits for bk Exact Logistic Regression for a Set of Parameters Some Examples Discussion SOME ADDITIONAL TOPICS Ordered Categorical Data Analysis of Proportions and Percentages Analysis of Rates Analysis of Binary Time Series Modelling Errors in the Measurement of Explanatory Variables Multivariate Binary Data Analysis of Binary Data from Cross-Over Trials Experimental Design COMPUTER SOFTWARE FOR MODELLING BINARY DATA Statistical Packages for Modelling Binary Data Interpretation of Computer Output Using Packages to Perform Some Non-Standard Analyses Appendix A: Values of logit(p) and probit(p) Appendix B: Some Derivations Appendix C: Additional Data Sets References Index of Examples Index
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