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【社会科学におけるデータ分析のためのRの使用】

Using R for Data Analysis in Social Sciences: A Research Project-Oriented Approach P 368 p. 18

Li, Quan  著

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価格 特価  \11,013(税込)         

発行年月 2018年06月
出版社/提供元
出版国 アメリカ合衆国
言語 英語
媒体 冊子
装丁 paper
ページ数/巻数 368 p.
ジャンル 洋書/社会科学/社会科学一般/社会科学一般
ISBN 9780190656225
商品コード 1026617127
本の性格 テキスト
新刊案内掲載月 2018年06月
商品URL
参照
https://kw.maruzen.co.jp/ims/itemDetail.html?itmCd=1026617127

内容

Statistical analysis is common in the social sciences, and among the more popular programs is R. This book provides a foundation for undergraduate and graduate students in the social sciences on how to use R to manage, visualize, and analyze data. The focus is on how to address substantive questions with data analysis and replicate published findings. Using R for Data Analysis in Social Sciences adopts a minimalist approach and covers only the most important functions and skills in R to conduct reproducible research. It emphasizes the practical needs of students using R by showing how to import, inspect, and manage data, understand the logic of statistical inference, visualize data and findings via histograms, boxplots, scatterplots, and diagnostic plots, and analyze data using one-sample t-test, difference-of-means test, covariance, correlation, ordinary least squares (OLS) regression, and model assumption diagnostics. It also demonstrates how to replicate the findings in published journal articles and diagnose model assumption violations. Because the book integrates R programming, the logic and steps of statistical inference, and the process of empirical social scientific research in a highly accessible and structured fashion, it is appropriate for any introductory course on R, data analysis, and empirical social-scientific research.

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