Statistical Analysis of Categorical Data

Supported by an ftp site, which describes the facilities important to a statistician wanting to analyze and report on categorical data, Statistical Analysis of Categorical Data is an excellent resource for students, practicing statisticians, and researchers with a special interest in count data.

<b>CHRIS J. LLOYD, PhD</b>, is Associate Professor at the Australian Graduate School of Management, University of New South Wales.

The Tools of Statistical Inference

1

(67)

Statistical Models

2

(7)

Fitting Statistical Models

9

(10)

Large Sample Estimation Theory

19

(13)

Testing One Parameter

32

(8)

Testing Several Parameters

40

(11)

Transforming Data and Parameters

51

(8)

Exercises

59

(9)

Distribution Theory for Count Data

68

(51)

Categorical Data

68

(1)

Multinomial Models

69

(11)

Poisson Models

80

(4)

The Multinomial-Poisson Connection

84

(3)

Goodness-of-Fit

87

(14)

Confidence Intervals

101

(6)

Exercises

107

(12)

Binary Contingency Tables

119

(56)

Binomial Data

120

(4)

Comparing Two Binomial Samples

124

(7)

Comparing Several Binomial Samples

131

(12)

Analysis of Several 2 x 2 Tables

143

(7)

Inference Using Weighted Least Squares

150

(3)

Some Cautions and Qualifications

153

(10)

Exercises

163

(12)

Binomial Regression Models

175

(90)

Linear Binomial Models

175

(23)

Diagnosis of Model Inadequacy

198

(21)

Modeling Relative Risk

219

(7)

Modeling Over-Dispersion

226

(10)

Approximation by Normal GLM's

236

(12)

Inference on Generalized Linear Models

248

(4)

Exercises

252

(13)

Smoothing Binomial Data

265

(33)

Smoothing a Conditional Mean

265

(7)

Smoothing Binary Data

272

(11)

Estimating Attributable Response

283

(4)

Smoothing Residuals

287

(7)

Goodness-of-fit Against a Smooth

294

(2)

Exercises

296

(2)

Poisson Regression Models

298

(97)

Log-Linear Models

298

(13)

Multinomial Logit Models

311

(15)

Modeling Independence

326

(12)

Some Models for Ordinal Data

338

(14)

Models for Incomplete Tables

352

(15)

Multiple Record Systems

367

(17)

Exercises

384

(11)

Conditional Inference

395

(68)

Conditional Inferences for 2 x 2 Tables

396

(11)

Conditional Inferences for 2 x k Tables

407

(6)

Conditional Inferences on Linear Models

413

(5)

Conditional Inferences for r x c Tables

418

(4)

Conditional Inferences for 2 x 2 x k Tables

422

(5)

Conditional Inference for Three-Way Tables

427

(4)

Conditional Logistic Regression

431

(4)

Conditional Goodness-of-Fit Tests

435

(2)

Saddlepoint Approximation*

437

(26)

Index

463

What is included with this book?

The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.

FREE SHIPPING

Amazon no longer offers textbook rentals. We do!

Statistical Analysis of Categorical Data

Summary

Author Biography

Table of Contents

Supplemental Materials