دانلود کتاب Categorical and Nonparametric Data Analysis: Choosing the Best Statistical Technique

فهرست مطالب :

CATEGORICAL AND NONPARAMETRIC DATA ANALYSIS
Title Page
Dedication
BRIEF CONTENTS
CONTENTS
PREFACE
ABOUT THE AUTHOR
1 LEVELS OF MEASUREMENT, PROBABILITY, AND THE BINOMIAL FORMULA
2 ESTIMATION AND HYPOTHESIS TESTING
3 RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS
4 CONTINGENCY TABLES: The Chi-Square Test and Associated Effect Sizes
5 CONTINGENCY TABLES: Special Situations
6 BASIC NONPARAMETRIC TESTS FOR ORDINAL DATA
7 NONPARAMETRIC TESTS FOR MULTIPLE OR RELATED SAMPLES
8 ADVANCED RANK TESTS (FOR INTERACTIONS AND ROBUST ANOVA)
9 LINEAR REGRESSION AND GENERALIZED LINEAR MODELS
10 BINARY LOGISTIC REGRESSION
11 MULTINOMIAL LOGISTIC, ORDINAL, AND POISSON REGRESSION
12 LOG-LINEAR ANALYSIS
13 GENERAL ESTIMATING EQUATIONS
14 ESTIMATION PROCEDURES
15 CHOOSING THE BEST STATISTICAL TECHNIQUE
ANSWERS TO ODD-NUMBERED PROBLEMS
INDEX