Statistical inference via data science : a ModernDive, into R and the tidyverse

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書誌事項

タイトル
"Statistical inference via data science : a ModernDive, into R and the tidyverse"
責任表示
Chester Ismay, Albert Y. Kim
出版者
  • Taylor and Francis
出版年月
  • 2019
書籍サイズ
26 cm
シリーズ名/番号
  • : hbk

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注記

Includes bibliographical references and index

Summary: "Statistical Inference via Data Science: A ModernDive into R and the Tidyverse provides a pathway for learning about statistical inference using data science tools widely used in industry, academia, and government. It introduces the tidyverse suite of R packages, including the ggplot2 package for data visualization, and the dplyr package for data wrangling. After equipping readers with just enough of these data science tools to perform effective exploratory data analyses, the book covers traditional introductory statistics topics like confidence intervals, hypothesis testing, and multiple regression modeling, while focusing on visualization throughout"-- Provided by publisher

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