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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 3: Super Learning
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (87th percentile)

Mentioned by

news
1 news outlet
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1 X user

Citations

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743 Dimensions

Readers on

mendeley
61 Mendeley
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Chapter title
Super Learning
Chapter number 3
Book title
Targeted Learning
Published in
Springer Series in Statistics, June 2011
DOI 10.1007/978-1-4419-9782-1_3
Book ISBNs
978-1-4419-9781-4, 978-1-4419-9782-1
Authors

Eric C. Polley, Sherri Rose, Mark J. van der Laan, Polley, Eric C., Rose, Sherri, van der Laan, Mark J.

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 61 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 3 5%
Israel 1 2%
Singapore 1 2%
Unknown 56 92%

Demographic breakdown

Readers by professional status Count As %
Researcher 17 28%
Student > Ph. D. Student 11 18%
Other 4 7%
Student > Master 4 7%
Student > Doctoral Student 3 5%
Other 9 15%
Unknown 13 21%
Readers by discipline Count As %
Medicine and Dentistry 10 16%
Agricultural and Biological Sciences 6 10%
Psychology 5 8%
Social Sciences 3 5%
Engineering 3 5%
Other 15 25%
Unknown 19 31%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 11. 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 27 September 2022.
All research outputs
#3,382,564
of 25,992,468 outputs
Outputs from Springer Series in Statistics
#1
of 1 outputs
Outputs of similar age
#15,710
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. Compared to these this one has done well and is in the 86th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 1 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 10.5. This one scored the same or higher as 0 of them.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 123,580 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 87% of its contemporaries.
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