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    • Using R for Data Analysis in Social Sciences | Universitas Islam Bunga Bangsa Cirebon Statistical analysis is common in the social sciences, and among the more popular programs is R. This book..."> Statistical analysis is common in the social sciences, and among the more popular programs is R. This book..."/>
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    Using R for Data Analysis in Social Sciences

    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.

    Ketersediaan
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    24433
    Tersedia
    Informasi Detail
    Judul Seri
    -
    No. Panggil
    24433
    Penerbit
    : Oxford University Press.,
    Deskripsi Fisik
    366
    Bahasa
    ISBN/ISSN
    0190656212
    Klasifikasi
    -
    Tipe Isi
    -
    Tipe Media
    -
    Tipe Pembawa
    -
    Edisi
    -
    Subjek
    A Research Project-Oriented Approach
    Info Detail Spesifik
    -
    Pernyataan Tanggungjawab
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    Tidak tersedia versi lain

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