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David Collett

Modelling Binary Data

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€235.60
A01=David Collett
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Approximate Χ2 Distribution
Author_David Collett
automatic-update
Binary Data
Binary Observations
Binary Response Data
Binary Response Variable
Binomial Data
Binomial Response Variable
Category1=Non-Fiction
Category=PBT
Category=PS
Complementary Log Log
Complementary Log Log Model
Complementary Log Log Transformations
COP=United Kingdom
Delivery_Pre-order
Deviance Residuals
Diverticular Disease
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eq_science
Estimated Log Odds Ratio
Half Normal Plot
Ith Observation
Jth Species
Language_English
Linear Logistic Regression Model
Linear Predictor
Log Linear Model
Logistic Regression Lines
Mixed Logistic Regression Models
Nodal Involvement
PA=Temporarily unavailable
Partial Residual Plot
Price_€100 and above
PS=Active
Response Probability
softlaunch
Standardised Deviance Residuals

Product details

  • ISBN 9781138469563
  • Weight: 910g
  • Dimensions: 156 x 234mm
  • Publication Date: 28 Jun 2018
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Hardback
  • Language: English
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Description
Since the original publication of the bestselling Modelling Binary Data, a number of important methodological and computational developments have emerged, accompanied by the steady growth of statistical computing. Mixed models for binary data analysis and procedures that lead to an exact version of logistic regression form valuable additions to the statistician's toolbox, and author Dave Collett has fully updated his popular treatise to incorporate these important advances. Modelling Binary Data, Second Edition now provides an even more comprehensive and practical guide to statistical methods for analyzing binary data. Along with thorough revisions to the original material-now independent of any particular software package- it includes a new chapter introducing mixed models for binary data analysis and another on exact methods for modelling binary data. The author has also added material on modelling ordered categorical data and provides a summary of the leading software packages. All of the data sets used in the book are available for download from the Internet, and the appendices include additional data sets useful as exercises.