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  • Handbook of regression modeling in people analytics = with examples in R and Python /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Handbook of regression modeling in people analytics/ Keith McNulty.
    其他題名: with examples in R and Python /
    作者: McNulty, Keith.
    出版者: Boca Raton, FL :CRC Press, : 2021.,
    面頁冊數: 1 online resource.
    內容註: The importance of regression in people analytics -- The basics of the R Programming Language -- Statistics foundations -- Linear regression for continuous outcomes -- Binomial logistic regression for binary outcomes -- Multinomial logistic regression for nominal category outcomes -- Proportional odds logistic regression for ordered category outcomes -- Modeling explicit and latent hierarchy in data -- Survival analysis for modeling singular events over time -- Alternative technical approaches in R and Python -- Power analysis to estimate required sample sizes for modeling -- Further exercises for practice.
    標題: Regression analysis. -
    電子資源: https://www.taylorfrancis.com/books/9781003194156
    ISBN: 9781003194156
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