Handbook of Regression Modeling in People Analytics
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Published By Chapman And Hall/CRC

9781003194156

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Binomial Logistic Regression for Binary Outcomes

Handbook of Regression Modeling in People Analytics ◽

10.1201/9781003194156-5 ◽

2021 ◽

pp. 101-126

Author(s):

Keith McNulty

Keyword(s):

Logistic Regression ◽

Binary Outcomes ◽

Binomial Logistic Regression

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Proportional Odds Logistic Regression for Ordered Category Outcomes

Handbook of Regression Modeling in People Analytics ◽

10.1201/9781003194156-7 ◽

2021 ◽

pp. 143-162

Author(s):

Keith McNulty

Keyword(s):

Logistic Regression ◽

Proportional Odds ◽

Ordered Category

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Power Analysis to Estimate Required Sample Sizes for Modeling

Handbook of Regression Modeling in People Analytics ◽

10.1201/9781003194156-11 ◽

2021 ◽

pp. 221-234

Author(s):

Keith McNulty

Keyword(s):

Power Analysis ◽

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Modeling Explicit and Latent Hierarchy in Data

Handbook of Regression Modeling in People Analytics ◽

10.1201/9781003194156-8 ◽

2021 ◽

pp. 163-186

Author(s):

Keith McNulty

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Linear Regression for Continuous Outcomes

Handbook of Regression Modeling in People Analytics ◽

10.1201/9781003194156-4 ◽

2021 ◽

pp. 65-100

Author(s):

Keith McNulty

Keyword(s):

Linear Regression ◽

Continuous Outcomes

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Statistics Foundations

Handbook of Regression Modeling in People Analytics ◽

10.1201/9781003194156-3 ◽

2021 ◽

pp. 39-64

Author(s):

Keith McNulty

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The Basics of the R Programming Language

Handbook of Regression Modeling in People Analytics ◽

10.1201/9781003194156-2 ◽

2021 ◽

pp. 9-38

Author(s):

Keith McNulty

Keyword(s):

Programming Language ◽

R Programming Language ◽

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Multinomial Logistic Regression for Nominal Category Outcomes

Handbook of Regression Modeling in People Analytics ◽

10.1201/9781003194156-6 ◽

2021 ◽

pp. 127-142

Author(s):

Keith McNulty

Keyword(s):

Logistic Regression ◽

Multinomial Logistic Regression

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Alternative Technical Approaches in R and Python

Handbook of Regression Modeling in People Analytics ◽

10.1201/9781003194156-10 ◽

2021 ◽

pp. 203-220

Author(s):

Keith McNulty

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Further Exercises for Practice

Handbook of Regression Modeling in People Analytics ◽

10.1201/9781003194156-12 ◽

2021 ◽

pp. 235-246

Author(s):

Keith McNulty

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