The American Statistician, Volume 78, Issue 2 (2024)

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The American Statistician, Volume 78, Issue 2 (2024)

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General

Article
Statistical Challenges in Online Controlled Experiments: A Review of A/B Testing Methodology
Nicholas Larsen, Jonathan Stallrich, Srijan Sengupta, Alex Deng, Ron Kohavi & Nathaniel T. Stevens
Pages: 135-149
Published online: 18 Oct 2023
AbstractforStatistical Challenges in Online Controlled Experiments: A Review of A/B Testing Methodology | Full Text | References | PDF (1.4 MB) | EPUB | Supplemental
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Open Access
Article
Multiple-Model-based Robust Estimation of Causal Treatment Effect on a Binary Outcome with Integrated Information from Secondary Outcomes
Chixiang Chen, Shuo Chen, Qi Long, Sudeshna Das & Ming Wang
Pages: 150-160
Published online: 22 Sep 2023
AbstractforMultiple-Model-based Robust Estimation of Causal Treatment Effect on a Binary Outcome with Integrated Information from Secondary Outcomes | Full Text | References | PDF (1.4 MB) | EPUB | Supplemental
  • 240 Views
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Article
Counting the Unseen: Estimation of Susceptibility Proportions in Zero-Inflated Models Using a Conditional Likelihood Approach
Wen-Han Hwang, Lu-Fang Chen & Jakub Stoklosa
Pages: 161-170
Published online: 22 Sep 2023
AbstractforCounting the Unseen: Estimation of Susceptibility Proportions in Zero-Inflated Models Using a Conditional Likelihood Approach | Full Text | References | PDF (1.3 MB) | EPUB | Supplemental
  • 187 Views
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Article
Bivariate Analysis of Distribution Functions Under Biased Sampling
Hsin-wen Chang & Shu-Hsiang Wang
Pages: 171-179
Published online: 22 Sep 2023
AbstractforBivariate Analysis of Distribution Functions Under Biased Sampling | Full Text | References | PDF (1 MB) | EPUB | Supplemental
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Article
Differentially Private Methods for Releasing Results of Stability Analyses
Chengxin Yang & Jerome P. Reiter
Pages: 180-191
Published online: 27 Sep 2023
AbstractforDifferentially Private Methods for Releasing Results of Stability Analyses | Full Text | References | PDF (2 MB) | EPUB | Supplemental
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Article
Enhanced Inference for Finite Population Sampling-Based Prevalence Estimation with Misclassification Errors
Lin Ge, Yuzi Zhang, Lance A. Waller & Robert H. Lyles
Pages: 192-198
Published online: 21 Sep 2023
AbstractforEnhanced Inference for Finite Population Sampling-Based Prevalence Estimation with Misclassification Errors | Full Text | References | PDF (994.6 KB) | EPUB
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Interdisciplinary

Article
Here Comes the STRAIN: Analyzing Defensive Pass Rush in American Football with Player Tracking Data
Quang Nguyen, Ronald Yurko & Gregory J. Matthews
Pages: 199-208
Published online: 14 Sep 2023
AbstractforHere Comes the STRAIN: Analyzing Defensive Pass Rush in American Football with Player Tracking Data | Full Text | References | PDF (1.7 MB) | EPUB | Supplemental
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Article
Bayesian Detection of Bias in Peremptory Challenges Using Historical Strike Data
Sachin S. Pandya, Xiaomeng Li, Eric Barón & Timothy E. Moore
Pages: 209-219
Published online: 02 Oct 2023
AbstractforBayesian Detection of Bias in Peremptory Challenges Using Historical Strike Data | Full Text | References | PDF (2.9 MB) | EPUB | Supplemental
  • 153 Views
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Statistical Computing and Graphics

Article
Technical Validation of Plot Designs by Use of Deep Learning
Anne Helby Petersen & Claus Ekstrøm
Pages: 220-228
Published online: 16 Nov 2023
AbstractforTechnical Validation of Plot Designs by Use of Deep Learning | Full Text | References | PDF (1.5 MB) | EPUB
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Article
The Phistogram
Adriana Verónica Blanc
Pages: 229-239
Published online: 17 Nov 2023
AbstractforThe Phistogram | Full Text | References | PDF (2.3 MB) | EPUB | Supplemental
  • 316 Views
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Statistical Practice

Article
Missing Data Imputation with High-Dimensional Data
Alberto Brini & Edwin R. van den Heuvel
Pages: 240-252
Published online: 17 Nov 2023
AbstractforMissing Data Imputation with High-Dimensional Data | Full Text | References | PDF (2.6 MB) | EPUB | Supplemental
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Open Access
Article
The Application of the Likelihood Ratio Test and the Cochran-Mantel-Haenszel Test to Discrimination Cases
Weiwen Miao & Joseph L. Gastwirth
Pages: 253-263
Published online: 20 Oct 2023
AbstractforThe Application of the Likelihood Ratio Test and the Cochran-Mantel-Haenszel Test to Discrimination Cases | Full Text | References | PDF (1.4 MB) | EPUB
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Reviews of Books and Teaching Materials

Book Review
Deep Learning and Scientific Computing with R torch
Sigrid Keydana, Boca Raton, FL: Chapman & Hall/CRC Press, 2023, xix + 393 pp., $180.00(H), ISBN: 978-1-032-23138-9.
Yang Ni
Page: 264
Published online: 17 Apr 2024
CitationforDeep Learning and Scientific Computing with R torch | Full Text | PDF (149.6 KB) | EPUB
  • 233 Views
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Free Access
Book Review
An Introduction to R and Python for Data Analysis: A Side-by-Side Approach.
Taylor R. Brown. Boca Raton, FL: Chapman & Hall/CRC Press, 2023, xix + 246 pp., $99.95(H), ISBN: 978-1-032-20325-6.
Gabriel Wallin
Page: 265
Published online: 17 Apr 2024
CitationforAn Introduction to R and Python for Data Analysis: A Side-by-Side Approach. | Full Text | PDF (241.6 KB) | EPUB
  • 381 Views
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Free Access

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