<--- Back to Details
First PageDocument Content
Design of experiments / Philosophy of science / Statistical dependence / Causality / Spurious relationship / Structural equation modeling / Confounding / Statistical inference / Instrumental variable / Statistics / Econometrics / Regression analysis
Date: 2012-08-01 18:48:59
Design of experiments
Philosophy of science
Statistical dependence
Causality
Spurious relationship
Structural equation modeling
Confounding
Statistical inference
Instrumental variable
Statistics
Econometrics
Regression analysis

CAUSAL INFERENCE AS A MACHINE LEARNING EXERCISE

Add to Reading List

Source URL: bayes.cs.ucla.edu

Download Document from Source Website

File Size: 853,19 KB

Share Document on Facebook

Similar Documents

Design of experiments / Causal inference / Observational study / Metaphysics / Statistics / Estimation theory / Probability and statistics / Regression analysis / Propensity score matching / Matching / Confounding / Average treatment effect

Adjusting for Confounding with Text Matching∗ Margaret E. Roberts†, Brandon M. Stewart‡, and Richard A. Nielsen§ February 27, 2018¶ Abstract We identify situations in which conditioning on text can address confou

DocID: 1xTCd - View Document

Multicausality: Confounding - Assignment solutions 1. a. Reserpine is a risk factor. Overall, the incidence of breast cancer isper 100,000 women-years in reserpine users and 6.14 per 100,000 women-years in nonuser

DocID: 1vpNA - View Document

Algorithmic Decision Making in the Presence of Unmeasured Confounding Jongbin Jung Stanford University

DocID: 1v3Zm - View Document

13. Multicausality – analysis approaches Concepts and methods for analyzing epidemiologic data involving more than two variables; control of confounding through stratified analysis and mathematical modeling. Multivaria

DocID: 1uNxO - View Document

Introduction to matching Tuesday, November 13, 2012 9:09 PM • In brief, matching is a way of non‐parametrically controlling for confounding  variables

DocID: 1uuCK - View Document