Psychological Statistics and Psychometrics Using Stata is a
complete and concise resource for students and researchers in the
behavioral sciences. The author's primary goal in this book is to
help readers become competent users of statistics. To that end, he
first introduces basic statistical methods such as regression, t
tests, and ANOVA. He focuses on explaining the models, how they can
be used with different types of variables, and how to interpret the
results. After building this foundation, the author covers more
advanced statistical techniques, including power-and-sample size
calculations, multilevel modeling, and structural equation
modeling. This book also discusses measurement concepts that are
crucial in psychometrics. For instance, the author explores how
reliability and validity can be understood and evaluated using
exploratory and confirmatory factor analysis. The author includes
dozens of worked examples using real data to illustrate the theory
and concepts.
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