↓ Skip to main content
What is this page? Embed badge

Targeted Learning

Overview of attention for book
Cover of 'Targeted Learning'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 The Open Problem
  3. Altmetric Badge
    Chapter 2 Defining the Model and Parameter
  4. Altmetric Badge
    Chapter 3 Super Learning
  5. Altmetric Badge
    Chapter 4 Introduction to TMLE
  6. Altmetric Badge
    Chapter 5 Understanding TMLE
  7. Altmetric Badge
    Chapter 6 Why TMLE?
  8. Altmetric Badge
    Chapter 7 Bounded Continuous Outcomes
  9. Altmetric Badge
    Chapter 8 Direct Effects and Effect Among the Treated
  10. Altmetric Badge
    Chapter 9 Marginal Structural Models
  11. Altmetric Badge
    Chapter 10 Positivity
  12. Altmetric Badge
    Chapter 11 Robust Analysis of RCTs Using Generalized Linear Models
  13. Altmetric Badge
    Chapter 12 Targeted ANCOVA Estimator in RCTs
  14. Altmetric Badge
    Chapter 13 Independent Case-Control Studies
  15. Altmetric Badge
    Chapter 14 Why Match? Matched Case-Control Studies
  16. Altmetric Badge
    Chapter 15 Nested Case-Control Risk Score Prediction
  17. Altmetric Badge
    Chapter 16 Super Learning for Right-Censored Data
  18. Altmetric Badge
    Chapter 17 RCTs with Time-to-Event Outcomes
  19. Altmetric Badge
    Chapter 18 RCTs with Time-to-Event Outcomes and Effect Modification Parameters
  20. Altmetric Badge
    Chapter 19 C-TMLE of an Additive Point Treatment Effect
  21. Altmetric Badge
    Chapter 20 C-TMLE for Time-to-Event Outcomes
  22. Altmetric Badge
    Chapter 21 Propensity-Score-Based Estimators and C-TMLE
  23. Altmetric Badge
    Chapter 22 Targeted Methods for Biomarker Discovery
  24. Altmetric Badge
    Chapter 23 Finding Quantitative Trait Loci Genes
  25. Altmetric Badge
    Chapter 24 Case Study: Longitudinal HIV Cohort Data
  26. Altmetric Badge
    Chapter 25 Probability of Success of an In Vitro Fertilization Program
  27. Altmetric Badge
    Chapter 26 Individualized Antiretroviral Initiation Rules
  28. Altmetric Badge
    Chapter 27 Cross-Validated Targeted Minimum-Loss-Based Estimation
  29. Altmetric Badge
    Chapter 28 Targeted Bayesian Learning
  30. Altmetric Badge
    Chapter 29 TMLE in Adaptive Group Sequential Covariate-Adjusted RCTs
  31. Altmetric Badge
    Chapter 30 Foundations of TMLE
  32. Altmetric Badge
    Chapter 31 Introduction to R Code Implementation
Attention for Chapter 27: Cross-Validated Targeted Minimum-Loss-Based Estimation
Altmetric Badge

Mentioned by

twitter
2 X users

Citations

dimensions_citation
719 Dimensions

Readers on

mendeley
19 Mendeley
Summary X Dimensions citations

This page is provided by Altmetric.