Logits, Probits, and Multinomial Logits

Richard J. Butler, Matthew J. Butler and Barbara L. Wilson

Chapter 14 in Advanced Statistics for Health Research, 2023, pp 229-244 from World Scientific Publishing Co. Pte. Ltd.

Abstract: The following sections are included:BackgroundMaximum likelihood estimation (MLE)Kelly Gee and Butler (2021). Impact of nurseburnout on organizational and position turnoverShields and Ward (2001). Improving nurse retention in the National Health Service in England: The impact of job satisfaction on intentions to quitKwak and Clayton-Matthews (2002). Multinomial logistic regression. Nursing Research, 51(6), 404–410References

Keywords: Nursing; Physician; Healthcare; Public Health; Regression; Orthogonal Projection; Geometric View of Causal Inference; 2SLS; Two-Stage Least Squares; Instrumental Variables; Probits; Logits; Proportional Hazards; Cox Regressions; Quantile Regression; Random Forest Regression; Randomization; Matching; Propensity-Score; Differences-in-Differences; Regression Discontinuity; Fixed Effects; R; SAS; STATA; Research Examples; Empirical Rule; Applied Statistics; Confidence Intervals; VIF; Standard Beta; Histograms; Scatterplots; Regression Gini Index; COVID-19; Gender Wage Differentials; LASSO; Area Under The Curve; AUC; ROC; Decision Trees; Maximum Likelihood; GMM; Data Generating Process; Split Sample Instrumental Variables; Local Average Treatment Effects (LATE); Data Visualization; Omitted Variable Bias; Simultaneous Equations; Measurement Error; Supervised Machine Learning; Panel Data; RGI; Health Professionals (search for similar items in EconPapers)
JEL-codes: C1 I11 I15 (search for similar items in EconPapers)
Date: 2023
References: Add references at CitEc
Citations:

Downloads: (external link)
https://www.worldscientific.com/doi/pdf/10.1142/9789811262876_0014 (application/pdf)
https://www.worldscientific.com/doi/abs/10.1142/9789811262876_0014 (text/html)
Ebook Access is available upon purchase.

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:wsi:wschap:9789811262876_0014

Ordering information: This item can be ordered from

Access Statistics for this chapter

More chapters in World Scientific Book Chapters from World Scientific Publishing Co. Pte. Ltd.
Bibliographic data for series maintained by Tai Tone Lim ().