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Using Statistics in Social Research - A Concise Approach (Hardcover, 2013 ed.)
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Using Statistics in Social Research - A Concise Approach (Hardcover, 2013 ed.)
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This book covers applied statistics for the social sciences with
upper-level undergraduate students in mind. The chapters are based
on lecture notes from an introductory statistics course the author
has taught for a number of years. The book integrates statistics
into the research process, with early chapters covering basic
philosophical issues underpinning the process of scientific
research. These include the concepts of deductive reasoning and the
falsifiability of hypotheses, the development of a research
question and hypotheses, and the process of data collection and
measurement. Probability theory is then covered extensively with a
focus on its role in laying the foundation for statistical
reasoning and inference. After illustrating the Central Limit
Theorem, later chapters address the key, basic statistical methods
used in social science research, including various z and t tests
and confidence intervals, nonparametric chi square tests, one-way
analysis of variance, correlation, simple regression, and multiple
regression, with a discussion of the key issues involved in
thinking about causal processes. Concepts and topics are
illustrated using both real and simulated data. The penultimate
chapter presents rules and suggestions for the successful
presentation of statistics in tabular and graphic formats, and the
final chapter offers suggestions for subsequent reading and study.
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