Putnam Data Sciences
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6:44
What is an Influence Curve?
Putnam Data Sciences
1K views • 1 year ago
4:53
The Ratio of Bias to Standard Error: The secret behind poor confidence interval coverage
Putnam Data Sciences
167 views • 1 year ago
9:02
Why V-Fold Cross Validation?
Putnam Data Sciences
124 views • 1 year ago
3:30
An Overview of Targeted Learning
Putnam Data Sciences
582 views • 1 year ago
1:00:47
Targeted Learning: Towards a future informed by real world evidence
Putnam Data Sciences
871 views • 2 years ago
54:40
BAA Project to Advance Regulatory Science&Leverage Real World Evidence in Regulatory Decision Making
Putnam Data Sciences
288 views • 2 years ago
54:57
Expert Augmented Machine Learning
Putnam Data Sciences
343 views • 2 years ago
54:05
Challenges and Solutions in the Analysis of Cluster Randomized Trials
Putnam Data Sciences
1K views • 2 years ago
55:59
Practical Considerations for Specifying a Super Learner
Putnam Data Sciences
989 views • 3 years ago
52:59
Developing a Targeted Learning-Based Statistical Analysis Plan
Putnam Data Sciences
590 views • 3 years ago
1:01:49
Targeted Machine Learning in Action in the ICU
Putnam Data Sciences
351 views • 3 years ago
56:42
Highly Adaptive Lasso (HAL) in Causal Inference
Putnam Data Sciences
1.5K views • 3 years ago
59:25
Cross-validated Targeted Maximum Likelihood Estimation (CV-TMLE)
Putnam Data Sciences
1.2K views • 3 years ago
56:55
Covariate adjustment in randomized studies with time-to-event endpoints
Putnam Data Sciences
933 views • 3 years ago
55:52
Practical Issues in Targeted Learning
Putnam Data Sciences
761 views • 3 years ago
57:00
Causal Inference of Longitudinal Exposures, presented by Dr. Mireille Schnitzer
Putnam Data Sciences
2.6K views • 3 years ago
46:20
Introduction to Bayesian Additive Regression Trees (BART) for Causal Inference
Putnam Data Sciences
10K views • 4 years ago
56:49
3. An introduction to Super Learning
Putnam Data Sciences
3.9K views • 4 years ago
54:38
2. An Introduction toTargeted Maximum Likelihood Estimation of Causal Effects
Putnam Data Sciences
5.6K views • 4 years ago
57:39
1. Targeted Machine Learning for Causal Inference based on Real World Data
Putnam Data Sciences
3.2K views • 4 years ago
End of Videos