Chevron Left
Volver a Inferencia causal

Opiniones y comentarios de aprendices correspondientes a Inferencia causal por parte de Universidad de Columbia

3.3
estrellas
66 calificaciones

Acerca del Curso

This course offers a rigorous mathematical survey of causal inference at the Master’s level. Inferences about causation are of great importance in science, medicine, policy, and business. This course provides an introduction to the statistical literature on causal inference that has emerged in the last 35-40 years and that has revolutionized the way in which statisticians and applied researchers in many disciplines use data to make inferences about causal relationships. We will study methods for collecting data to estimate causal relationships. Students will learn how to distinguish between relationships that are causal and non-causal; this is not always obvious. We shall then study and evaluate the various methods students can use — such as matching, sub-classification on the propensity score, inverse probability of treatment weighting, and machine learning — to estimate a variety of effects — such as the average treatment effect and the effect of treatment on the treated. At the end, we discuss methods for evaluating some of the assumptions we have made, and we offer a look forward to the extensions we take up in the sequel to this course....
Filtrar por:

1 - 25 de 27 revisiones para Inferencia causal

por Byron S

30 de oct. de 2018

por Seo-Woo C

15 de may. de 2019

por John S

3 de feb. de 2020

por Yurong J

19 de abr. de 2020

por Max B

26 de nov. de 2018

por Agnes v B

4 de ago. de 2019

por Raghav B

5 de ene. de 2021

por Lucas B

6 de jun. de 2019

por Guannan Y

25 de ago. de 2020

por James M

24 de ene. de 2022

por Vladislav K

12 de dic. de 2020

por Charles H

16 de dic. de 2018

por Yanghao W

18 de abr. de 2020

por Fabio M

29 de mar. de 2021

por Steve N

15 de may. de 2020

por Vikram D

28 de ago. de 2022

por Germán A

9 de ene. de 2021

por Maxim V

8 de abr. de 2022

por Pablo A G V

12 de jun. de 2020

por Víthor R F

16 de ene. de 2020

por Weijia C

12 de jul. de 2020

por Zerui Z

12 de dic. de 2021

por Yizhi L

10 de abr. de 2021

por Dale S

26 de abr. de 2021

por Cecil C L

5 de may. de 2021