Quantitative social science : an introduction in tidyverse
著者
書誌事項
Quantitative social science : an introduction in tidyverse
Princeton University Press, c2022
- : hardback
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注記
Includes indexes
内容説明・目次
内容説明
A tidyverse edition of the acclaimed textbook on data analysis and statistics for the social sciences and allied fields
Quantitative analysis is an essential skill for social science research, yet students in the social sciences and related areas typically receive little training in it. Quantitative Social Science is a practical introduction to data analysis and statistics written especially for undergraduates and beginning graduate students in the social sciences and allied fields, including business, economics, education, political science, psychology, sociology, public policy, and data science. Proven in classrooms around the world, this one-of-a-kind textbook engages directly with empirical analysis, showing students how to analyze and interpret data using the tidyverse family of R packages. Data sets taken directly from leading quantitative social science research illustrate how to use data analysis to answer important questions about society and human behavior.
Emphasizes hands-on learning, not paper-and-pencil statistics
Includes data sets from actual research for students to test their skills on
Covers data analysis concepts such as causality, measurement, and prediction, as well as probability and statistical tools
Features a wealth of supplementary exercises, including additional data analysis exercises and programming exercises
Offers a solid foundation for further study
Comes with additional course materials online, including notes, sample code, exercises and problem sets with solutions, and lecture slides
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