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Basic Psychological Measurement, Research Designs, And Statistics Without Math

by: Sapp, Marty

Basic Psychological Measurement, Research Designs, And Statistics Without Math

by: Sapp, Marty

ISBN 13:
9780398076153
ISBN 10:
0398076154
Edition: 1st
Format: Paperback
Copyright: 02/01/2006
Publisher: THOMAS CHARLES C PUBLISHER

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Summary

Univ. of Wisconsin, Milwaukee. Designed for students taking an introductory statistics course within the social sciences or a research methods course. Promotes confidence in theoretical issues like reliability and validity and through calculator and statistical packages such as Excel, SPSS, SAS, and EQS. Softcover, hardcover listed AP week 2006-25.

Preface

vii

Reliability

(26)

Theories of Reliability

(24)

Standard Error Exercises

(1)

Standard Error Answers

(1)

Generalizability Theory

(1)

Reliability Coefficients Within Generalizability Theory

(1)

Interpretations of Reliabilities

(1)

Classical Types of Reliability

(5)

Using the TI-30Xa to Calculate Coefficient Alpha

(2)

Testing the Value of Coefficient Alpha Against a Hypothesized Value

(2)

Factors Affecting Coefficient Alpha and Other Forms of Reliability

(2)

Reliability of Differences Scores

(2)

Reliability of Speeded Tests

(1)

Item Response Theory (IRT)

(4)

Chapter Summary

(2)

Validity

(45)

Chapter Overview

(44)

Face Validity

(1)

Content Validity

(1)

Factorial or Structural Validity

(1)

Criterion Validity

(1)

Predictive Validity

(2)

Construct Validity

(2)

Exploratory Factor Analysis Using SPSS

(8)

SPSS Commands for Factor Analysis

(2)

Confirmatory Factor Analysis or Structural Equation Modeling Using EQS

(3)

Explanations of EQS Commands

(7)

Multisample Confirmatory Factor Analysis

(3)

Confidence Intervals Around Validity Indices

(2)

Testing the Value of a Validity Coefficient Against a Hypothesized Value

(1)

Standard Error of Estimate

(1)

Factors Affecting Criterion Validity

(1)

Decision Theory and Test Items' Validity

(8)

Nonequivalent Control Group Design

(1)

Reliability/Validity of Test Scores

(2)

Factors that Can Affect Correlation, Reliability, and Validity Measures

(1)

Chapter Summary

(1)

Research Designs

(16)

Variables Used in Research

(15)

Internal Validity

(1)

External Validity

(1)

One-Group Designs

(1)

Randomized Pretest Posttest Two-Group Design

(1)

Related Two-Group Design

(1)

Multiple Treatment Designs

(1)

Factorial Designs

(2)

Quasi-experimental Designs

(1)

Time Series Designs

(1)

Nonequivalent Control Group Design

(1)

Equivalent Time Samples Design

(1)

Counterbalanced Designs

(1)

Nested Designs

(2)

Exercises

(1)

Answers to Exercises

(1)

Chapter Summary

(1)

Measures of Central Tendency and Measures of Variability

(10)

Measures of Central Tendency

(1)

Measures of Variability

(7)

Using the TI-30Xa to Calculate the Mean and Standard Deviation

(2)

Calculating Measures of Central Tendency and Measures of Variability Using SPSS and SAS Computer Packages

(2)

Standard Scores

(2)

Chapter Summary

(2)

The Effect Sizes R and D and Their Confidence Intervals

100

(17)

The Effect Size r

100

(2)

The Effect Size d

102

(14)

Meta-Analysis

103

(5)

Confidence Intervals Around Effect Size r

108

(5)

Using SAS Version 8 for Calculating the d Effect Size Confidence Intervals

113

(1)

SAS Control Lines to Compute an Exact 95% Confidence Interval for Effect Size d for Two Groups of Participants

114

(1)

SAS Control Lines to Compute an Exact 95% Confidence Interval for Effect Size d for One Group of Participants

115

(1)

Chapter Summary

116

(1)

Common Univariate Statistics

117

(60)

Probability

117

(59)

Null Hypothesis Testing

118

(2)

Steps in Null Hypothesis Testing

120

(1)

Sampling Distribution of the Mean

121

(1)

t-Distribution

122

(1)

Assumptions of Independent t-test

122

(9)

Exercises

131

(1)

Answers to Exercises

131

(1)

T-Test for Related Samples or Correlated Groups

132

(2)

One-Way Analysis of Variance

134

(4)

SAS Commands for 95% Confidence Interval for Eta Squared

138

(1)

Factorial Designs

139

(4)

Fixed Effects, Random Effects, and Mixed Model Analysis of Variance (ANOVA)

143

(1)

Disproportional Cell Size or Unbalanced Factorial Designs

144

(3)

Three-Way Analysis of Variance (ANOVA)

147

(1)

Multiple Comparisons

148

(4)

Post Hoc Procedures

152

(1)

Correlations and Simple Regression

153

(12)

One-Way Analysis of Covariance (ANCOVA)

165

(5)

Bryant-Paulson Post Hoc Procedure for ANCOVA

170

(1)

SPSS Control Lines for Factorial ANCOVA

171

(1)

Nested ANOVA

172

(4)

Chapter Summary

176

(1)

Multivariate Statistics

177

(56)

Definitions of Multivariate Statistics

177

(54)

One-Group Repeated Measures ANOVA

178

(1)

Assumptions in Repeated Measures ANOVA

179

(1)

The Sphericity Assumption

179

(3)

Tukey Post Hoc Procedure for One-Group Repeated Measures Design

182

(1)

Confidence Intervals as Post Hoc Procedures with Repeated Measures

182

(1)

One-Group Repeated Measures ANOVA Exercises

183

(3)

Two-Way ANOVA with a Repeated Measure on One Factor

186

(2)

Multivariate Matched Pairs Analysis

188

(1)

Totally Within Repeated Measures Designs

189

(2)

Doubly Multivariate Repeated Measures Designs

191

(1)

Multiple Regression

192

(3)

Assumptions of Multiple Regression

195

(1)

Suppressor Variables in Multiple Regression

195

(3)

Structure Coefficients within Multiple Regression

198

(1)

Interaction Effects within Multiple Regression

198

(1)

Cross-Validation Formulas within Multiple Regression

199

(3)

Logistic Regression

202

(2)

Multivariate Regression

204

(2)

Section Summary

206

(1)

Multilevel Regression

207

(1)

Multivariate Analysis of Variance (MANOVA)

208

(2)

Multivariate Multiple Comparisons

210

(2)

Factorial Multivariate Analysis of Variance (MANOVA)

212

(3)

Multivariate Analysis of Covariance (MANCOVA)

215

(2)

Factorial MANCOVA

217

(2)

Post Hoc Procedures for MANCOVA

219

(1)

Nested MANOVA

220

(5)

Stepdown Analysis

225

(2)

Discriminant Analysis

227

(1)

Exploratory Factor Analysis and Structural Equations Modeling

228

(2)

Canonical Correlation

230

(1)

Loglinear Analysis

230

(1)

Chapter Summary

231

(2)

Appendix

233

(22)

References

255

(8)

Name Index

263

(3)

Subject Index

266

Amazon no longer offers textbook rentals. We do!

Basic Psychological Measurement, Research Designs, And Statistics Without Math

Basic Psychological Measurement, Research Designs, And Statistics Without Math

9780398076153

0398076154

Summary

Table of Contents

Supplemental Materials

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