Download e-book for kindle: Categorical Data Analysis (Wiley Series in Probability and by Alan Agresti

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By Alan Agresti

ISBN-10: 0470463635

ISBN-13: 9780470463635

Praise for the second one Edition

"A must-have e-book for an individual waiting for to do study and/or functions in specific info analysis."
Statistics in Medicine

"It is a complete satisfaction studying this book."
Pharmaceutical Research

"If you do any research of specific facts, this can be an important computing device reference."
Technometrics

The use of statistical tools for examining express facts has elevated dramatically, relatively within the biomedical, social sciences, and monetary industries. Responding to new advancements, this booklet bargains a entire therapy of crucial tools for specific information analysis.

Categorical information research, 3rd Edition summarizes the newest tools for univariate and correlated multivariate specific responses. Readers will discover a unified generalized linear types method that connects logistic regression and Poisson and detrimental binomial loglinear types for discrete information with common regression for non-stop facts. This version additionally features:

  • An emphasis on logistic and probit regression equipment for binary, ordinal, and nominal responses for self reliant observations and for clustered info with marginal types and random results models
  • Two new chapters on replacement tools for binary reaction facts, together with smoothing and regularization equipment, category tools resembling linear discriminant research and class timber, and cluster analysis
  • New sections introducing the Bayesian process for ways in that chapter
  • More than a hundred analyses of information units and over six hundred exercises
  • Notes on the finish of every bankruptcy that supply references to contemporary study and subject matters no longer lined within the textual content, associated with a bibliography of greater than 1,200 sources
  • A supplementary web site displaying the right way to use R and SAS; for all examples within the textual content, with details additionally approximately SPSS and Stata and with workout solutions

Categorical information research, 3rd Edition is a useful device for statisticians and methodologists, corresponding to biostatisticians and researchers within the social and behavioral sciences, medication and public overall healthiness, advertising, schooling, finance, organic and agricultural sciences, and business caliber control.

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Categorical Data Analysis (Wiley Series in Probability and Statistics) by Alan Agresti


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