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Targeted Learning

Overview of attention for book
Targeted Learning
Springer New York

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
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Chapter title
Cross-Validated Targeted Minimum-Loss-Based Estimation
Chapter number 27
Book title
Targeted Learning
Published in
Springer Series in Statistics, June 2011
DOI 10.1007/978-1-4419-9782-1_27
Book ISBNs
978-1-4419-9781-4, 978-1-4419-9782-1
Authors

Wenjing Zheng, Mark J. van der Laan

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 19 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 1 5%
Unknown 18 95%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 21%
Researcher 4 21%
Student > Bachelor 1 5%
Librarian 1 5%
Student > Doctoral Student 1 5%
Other 1 5%
Unknown 7 37%
Readers by discipline Count As %
Mathematics 3 16%
Social Sciences 2 11%
Engineering 2 11%
Medicine and Dentistry 2 11%
Decision Sciences 1 5%
Other 2 11%
Unknown 7 37%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 19 August 2023.
All research outputs
#16,464,459
of 25,992,468 outputs
Outputs from Springer Series in Statistics
#1
of 1 outputs
Outputs of similar age
#89,647
of 123,580 outputs
Outputs of similar age from Springer Series in Statistics
#1
of 1 outputs
Altmetric has tracked 25,992,468 research outputs across all sources so far. This one is in the 34th percentile – i.e., 34% of other outputs scored the same or lower than it.
So far Altmetric has tracked 1 research outputs from this source. They receive a mean Attention Score of 1.5. This one scored the same or higher as 0 of them.
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We're also able to compare this research output to 1 others from the same source and published within six weeks on either side of this one. This one has scored higher than all of them