「Marginal effects」の版間の差分
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*On the internet only this page refers to difference between '''marginal effects''' and '''partial effects''' ''without citation'' as follows: | *On the internet only this page refers to difference between '''marginal effects''' and '''partial effects''' ''without citation'' as follows: | ||
| − | ** | + | **'''marginal effects''', i.e., the marginal contribution of each variable on the scale of the linear predictor |
| − | ** | + | **'''partial effects''', i.e., the contribution of each variable on the outcome scale, conditional on the other variables involved in the link function transformation of the linear predictor |
{{quote|content= | {{quote|content= | ||
An Introduction to ‘margins.’ (2021, January 21). https://cran.r-project.org/web/packages/margins/vignettes/Introduction.html | An Introduction to ‘margins.’ (2021, January 21). https://cran.r-project.org/web/packages/margins/vignettes/Introduction.html | ||
2023年10月9日 (月) 19:51時点における最新版
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What are marginal effects
- Easy explanation of what are marginal effects.
|
Heiss, A. (2022, May 20). Marginalia: A guide to figuring out what the heck marginal effects, marginal slopes, average marginal effects, marginal effects at the mean, and all these other marginal things are. https://doi.org/10.59350/40xaj-4e562 |
- Another instruction of partial effects.
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Date, S. (n.d.). Understanding Partial Effects, Main Effects, And Interaction Effects In A Regression Model. Time Series Analysis, Regression, and Forecasting With Tutorials in Python. Retrieved October 9, 2023, from https://timeseriesreasoning.com/contents/partial-effect-main-effect-interaction-effect/ |
- On the internet only this page refers to difference between marginal effects and partial effects without citation as follows:
- marginal effects, i.e., the marginal contribution of each variable on the scale of the linear predictor
- partial effects, i.e., the contribution of each variable on the outcome scale, conditional on the other variables involved in the link function transformation of the linear predictor
|
An Introduction to ‘margins.’ (2021, January 21). https://cran.r-project.org/web/packages/margins/vignettes/Introduction.html |
Marginal effects of ordinary categorical data
- How to interpret effects in modeling ordinary categorical data
- In this article the authors refer to marginal effects as same with partical effects but also mention their possibility of leading misunderstanding
|
Agresti, A., & Tarantola, C. (2018). Simple ways to interpret effects in modeling ordinal categorical data. Statistica Neerlandica, 72(3), 210–223. https://doi.org/10.1111/stan.12130 |
