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 |