Propensity score - introduction and theorem

Показать описание

This video provides an introduction to the concept of a 'propensity score' for an individual, and also states the propensity score theorem, which is a corollary of the conditional independence assumption.

Рекомендации по теме

Комментарии

I was coming very close to failing an econometrics class at university. Stumbling across your videos was the catalyst I needed to start to understand early lectures has enabled me to get a first in the first exam. There's a lot to do yet, but I now honestly believe I have a good chance at a first in econometrics, completely due to your help.

angusbruce-gardyne

Ben, amazing! You are able to explain literally any concept in Econometrics in such a simple way! I kept following your videos and whenever i feel lost between Google and textbooks, your videos get me the Heureka! Love it!

baconandphil

I am taking a 4th year econometrics class right now. My class is very fast paced, your videos really help me in understanding the underlying reasonings! Thank you!

feifeiyang

Your clear approach to explaining difficult concepts is amazing!

thomashaug

Thank you so much. I'm a big fan of your vids because they're super useful for trying to understand all the research stuffs that are completely unintelligible when trying to read from journal articles.

buckhum

An excellent introduction! Many thanks for these videos.

ujxtmap

Thank you so much! you are explaining it so simple and brilliant <3

stinefurst

How can you estimate a causal effect when this entire method is based on the assumption that there is no causal effect (the conditional independence assumption seems to imply that treatment Y and J are conditionally independent given X, which implies that X is causing both J and Y and J is not causing Y). What am I missing here?

marcosrodriguez

What samples do we use to form the logistic regression for the propensity? The exact samples of treatment group and non-treatment group that we want to match and compare?

AlexDodoChen

So....logistic regression to compress high dimensionality and sparsity/patchy data.

klam

Propensity score - introduction and theorem

Propensity scores: Everything you need to know in 5min

Propensity score matching methodology: why and how it is used

Propensity score - introduction and theorem

Propensity score matching: an introduction

An intuitive introduction to Propensity Score Matching

68 - Propensity score - introduction and theorem

Propensity score: Introduction

73 - Propensity score matching: an introduction

Propensity Score Matching - A Quick Introduction

Introduction to Causal Inference: Propensity Score Analysis in Healthcare Data

Propensity Score Matching Basics in JUST 5 Minutes

What are propensity scores and why do researchers use them?

Introduction to propensity score

Causal Effects via Propensity Scores | Introduction & Python Code

propensity score matching

Propensity score theorem proof - part 1

Propensity Scores 101

A Gentle Introduction to Propensity Score

Introduction to Propensity Modeling #dataanalysis #marketinganalytics

Propensity Scores

Propensity Score Matching (2015)

Digital Intro: Propensity Score Matching

Propensity Scores: A Practical Introduction Using R | RTCL.TV

Grand Rounds: An Introduction to Propensity Scores