ITE inference - continuous treatments (dosage)

(18:35)

ITE inference - dynamic treatment regimes

(7:46)

ITE inference - organ transplantation

(13:43)

ITE inference: post-hoc analysis of clinical trials

(6:5)

ITE inference - ITE with time series data

(18:43)

ITE inference - uncertainty quantification

(9:40)

Data science tutorial: Interrupted time series model for causal inference

(4:28)

ITE inference - synthetic control for longitudinal point treatments

(15:1econd)

ITE inference - synthetic control for longitudinal point treatments (short)

(6:36)

ITE inference - introduction, key concepts, and tutorial series structure

(58:57)

Inspiration exchange - individualized treatment effect inference (1/2)

(1:4:17)

ITE inference - learning overlapping representations for treatment effect estimation

(11:31)

ITE inference - meta-learners for CATE estimation

(32:37)

ITE inference - multi-cause hidden confounders over time

(18:26)

ITE inference - organ transplantation (short)

(7:14)

ITE inference - AutoML for ITE model selection

(20:13)

UT-ITE Seminar - Deep Causal Inference Modelling for Travel Behaviour Analysis

(30:57)

ITE inference - AutoML for ITE model selection (short)

(3:51)