Популярное

Музыка Кино и Анимация Автомобили Животные Спорт Путешествия Игры Юмор

Интересные видео

2025 Сериалы Трейлеры Новости Как сделать Видеоуроки Diy своими руками

Топ запросов

смотреть а4 schoolboy runaway турецкий сериал смотреть мультфильмы эдисон
dTub
Скачать

Susan Athey and Stefan Wager: Estimating Heterogeneous Treatment Effects in R

Автор: Online Causal Inference Seminar

Загружено: 2021-09-12

Просмотров: 17083

Описание:

Subscribe to our channel to get notified when we release a new video.
Like the video to tell YouTube that you want more content like this on your feed.
See our website for future seminars: https://sites.google.com/view/ocis/home

"Estimating Heterogenous Treatment Effects in R"
Susan Athey and Stefan Wager, Stanford University

Abstract: This tutorial will survey recent advances in machine learning based estimation of conditional average treatment effects under unconfoundedness. We will also discuss methods for validating and interpreting estimates of treatment heterogeneity. Methods will be illustrated using numerical examples in R.

August 31, 2021

Susan Athey and Stefan Wager: Estimating Heterogeneous Treatment Effects in R

Поделиться в:

Доступные форматы для скачивания:

Скачать видео mp4

  • Информация по загрузке:

Скачать аудио mp3

Похожие видео

Bayesian Additive Regression Trees: A Practitioners Guide with George Perrett - nyhackr Oct Meetup

Bayesian Additive Regression Trees: A Practitioners Guide with George Perrett - nyhackr Oct Meetup

Philipp Bach and Sven Klaassen: Tutorial on DoubleML for double machine learning in Python and R

Philipp Bach and Sven Klaassen: Tutorial on DoubleML for double machine learning in Python and R

Claude Opus 4.5 First Test – The BEST Coding Model Ever!

Claude Opus 4.5 First Test – The BEST Coding Model Ever!

Моделирование эффектов гетерогенного лечения с помощью R

Моделирование эффектов гетерогенного лечения с помощью R

Susan Athey: Synthetic Difference in Differences

Susan Athey: Synthetic Difference in Differences

Susan Athey Guest Talk - Estimating Heterogeneous Treatment Effects

Susan Athey Guest Talk - Estimating Heterogeneous Treatment Effects

How Treatment Effect Heterogeneity Works | NEJM Evidence

How Treatment Effect Heterogeneity Works | NEJM Evidence

Robust Causal Inference using Double/Debiased Machine Learning: A Guide for Empirical Research

Robust Causal Inference using Double/Debiased Machine Learning: A Guide for Empirical Research

Решение неоднородных оценочных уравнений с использованием алгоритмов на основе леса

Решение неоднородных оценочных уравнений с использованием алгоритмов на основе леса

Michael Johns: Propensity Score Matching: A Non-experimental Approach to Causal... | PyData NYC 2019

Michael Johns: Propensity Score Matching: A Non-experimental Approach to Causal... | PyData NYC 2019

Jakob Runge: Causal Inference on Time Series Data with the Tigramite Package

Jakob Runge: Causal Inference on Time Series Data with the Tigramite Package

An introduction to Causal Inference with Python – making accurate estimates of cause and effect from

An introduction to Causal Inference with Python – making accurate estimates of cause and effect from

What is Causal Machine Learning and how does it differ from Correlational Machine Learning?

What is Causal Machine Learning and how does it differ from Correlational Machine Learning?

Double Machine Learning for Causal and Treatment Effects

Double Machine Learning for Causal and Treatment Effects

Andrew Gelman: Better than difference-in-differences

Andrew Gelman: Better than difference-in-differences

Demo: Enabling end-to-end causal inference at scale

Demo: Enabling end-to-end causal inference at scale

Причинно-следственные выводы с помощью машинного обучения — ОБЪЯСНЕНЫ!

Причинно-следственные выводы с помощью машинного обучения — ОБЪЯСНЕНЫ!

Моделирование Монте-Карло

Моделирование Монте-Карло

Nick Jones, Sam Barrows: Uber's Synthetic Control | PyData Amsterdam 2019

Nick Jones, Sam Barrows: Uber's Synthetic Control | PyData Amsterdam 2019

Analyzing Experiments Using Causal Forests with Elea McDonnell Feit

Analyzing Experiments Using Causal Forests with Elea McDonnell Feit

© 2025 dtub. Все права защищены.



  • Контакты
  • О нас
  • Политика конфиденциальности



Контакты для правообладателей: [email protected]