By Alan Agresti

Praise for the second one Edition

"A must-have booklet for someone looking ahead to to do study and/or purposes in express information analysis."
Statistics in Medicine

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

"If you do any research of specific facts, this is often an important machine reference."

The use of statistical tools for examining express information has elevated dramatically, rather within the biomedical, social sciences, and fiscal industries. Responding to new advancements, this booklet bargains a complete therapy of crucial equipment for specific info analysis.

Categorical facts research, 3rd Edition summarizes the most recent tools for univariate and correlated multivariate specific responses. Readers will discover a unified generalized linear versions procedure that connects logistic regression and Poisson and damaging binomial loglinear types for discrete info with basic regression for non-stop info. This version additionally features:

  • An emphasis on logistic and probit regression equipment for binary, ordinal, and nominal responses for autonomous observations and for clustered facts with marginal types and random results models
  • Two new chapters on replacement tools for binary reaction information, together with smoothing and regularization equipment, class equipment comparable to linear discriminant research and type bushes, and cluster analysis
  • New sections introducing the Bayesian technique for tactics in that chapter
  • More than a hundred analyses of information units and over six hundred exercises
  • Notes on the finish of every bankruptcy that offer references to contemporary examine and themes now not lined within the textual content, associated with a bibliography of greater than 1,200 sources
  • A supplementary web site displaying how one can use R and SAS; for all examples within the textual content, with info additionally approximately SPSS and Stata and with workout solutions

Categorical info research, 3rd Edition is a useful software for statisticians and methodologists, resembling biostatisticians and researchers within the social and behavioral sciences, drugs and public healthiness, advertising, schooling, finance, organic and agricultural sciences, and commercial caliber control.

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