Видео ютуба по тегу Conditional Average Treatment Effect

Pretraining for Heterogeneous Treatment Effects
Pretraining for Heterogeneous Treatment Effects
Combining confounded and unconfounded in heterogeneous treatment effect modelling
Combining confounded and unconfounded in heterogeneous treatment effect modelling
Learn how to do from what you see: Causal effect estimation
Learn how to do from what you see: Causal effect estimation
Multiscale Concatenation as a Signal Amplifier: Application to Cause & Effect Modeling
Multiscale Concatenation as a Signal Amplifier: Application to Cause & Effect Modeling
Causal Inference Basics: Average Treatment Effects (ATE, ATT, ATU)
Causal Inference Basics: Average Treatment Effects (ATE, ATT, ATU)
Webinar Conditional Average Treatment Effects Estimation Using Stata - Di Liu (StataCorp LLC.)
Webinar Conditional Average Treatment Effects Estimation Using Stata - Di Liu (StataCorp LLC.)
What Is The Average Treatment Effect (ATE)? - The Friendly Statistician
What Is The Average Treatment Effect (ATE)? - The Friendly Statistician
CausalML Book Ch14: Statistical Inference on Heterogeneous Treatment Effects
CausalML Book Ch14: Statistical Inference on Heterogeneous Treatment Effects
Overview of Causal Inference
Overview of Causal Inference
Joshua Angrist, Jörn-Steffen Pischke - Mostly Harmless Econometrics
Joshua Angrist, Jörn-Steffen Pischke - Mostly Harmless Econometrics
Core Empirical Research Methods - Selection on Observables
Core Empirical Research Methods - Selection on Observables
New in Stata 19: Conditional average treatment effects
New in Stata 19: Conditional average treatment effects
2025 DeGroot Lecture
2025 DeGroot Lecture
"Image-based Treatment Effect Heterogeneity" by Jerzak, Johansson, Daoud - Paper Video
"Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using EO and Computer Vision"
Image-based Treatment Effect Heterogeneity - Official Video
Image-based Treatment Effect Heterogeneity - Official Video
Causal Effect Estimation with Kernels
Causal Effect Estimation with Kernels
Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using EO and Computer Vision
Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using EO and Computer Vision
Yuyao Wang: Learning treatment effects under covariate dependent left truncation and right censoring
Yuyao Wang: Learning treatment effects under covariate dependent left truncation and right censoring
Oliver Dukes: Nonparametric tests of treatment effect homogeneity for policy-makers
Oliver Dukes: Nonparametric tests of treatment effect homogeneity for policy-makers
Ирина Елисова | Математическая постановка задачи uplift моделирования [Uplift course]
Ирина Елисова | Математическая постановка задачи uplift моделирования [Uplift course]
Heat map of Conditional Average Treatment Effects of individual groups of data
Heat map of Conditional Average Treatment Effects of individual groups of data
Histogram of conditional average treatment effects of treatment variables
Histogram of conditional average treatment effects of treatment variables
Estimate causal effect using forests of trees to approximate conditional average treatment effects
Estimate causal effect using forests of trees to approximate conditional average treatment effects
MLSS 2024_Arthur Gretton (Causal effect estimation)
MLSS 2024_Arthur Gretton (Causal effect estimation)