Transcription of An Introduction to Categorical Data Analysis
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An Introduction to Categorical Data Analysis
Wiley Series in probability and StatisticsALAN AGRESTITHIRD EDITIONAN Introduction TO Categorical data ANALYSISAN Introduction TOCATEGORICAL data ANALYSISWILEY SERIES IN probability AND STATISTICSE stablished byWalter A. Shewhart and Samuel S. WilksEditors:David J. Balding, Noel A. C. Cressie, Garrett M. Fitzmaurice,Geof H. Givens, Harvey Goldstein, Geert Molenberghs, David W. Scott,Adrian F. M. Smith, Ruey S. TsayEditors Emeriti:J. Stuart Hunter, Iain M. Johnstone, Joseph B. Kadane,Jozef L. TeugelsTheWiley Series in probability and Statisticsis well established andauthoritative. It covers many topics of current research interest in bothpure and applied statistics and probability theory. Written by leadingstatisticians and institutions, the titles span both state-of-the-artdevelopments in the field and classical the wide range of current research in statistics, the seriesencompasses applied, methodological and theoretical statistics, rangingfrom applications and new techniques made possible by advances incomputerized practice to rigorous treatment of theoretical series provides essential and invaluable reading for all statisticians,whether in aca
1.2 Probability Distributions for Categorical Data 3 1.3 Statistical Inference for a Proportion 5 ... 11.5 Regularization for High-Dimensional Categorical Data (Large p) 313 Exercises 321. viii CONTENTS 12 A Historical Tour of Categorical Data Analysis * 325
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