{"product_id":"using-r-for-data-analysis-in-social-sciences-a-research-projectoriented-approach","title":"Using R for Data Analysis in Social Sciences: A Research Project-Oriented Approach","description":"\u003cp\u003eStatistical 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.\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":44984946393141,"sku":"ByrdShop_0190656220","price":26.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9780190656225.jpg?v=1770842829","url":"https:\/\/atxbooks.com\/products\/using-r-for-data-analysis-in-social-sciences-a-research-projectoriented-approach","provider":"ATX Books","version":"1.0","type":"link"}