The American Statistician, Volume 76, Issue 4 (2022)

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The American Statistician, Volume 76, Issue 4 (2022)

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GENERAL

Article
On Optimal Correlation-Based Prediction
Matteo Bottai, Taeho Kim, Benjamin Lieberman, George Luta & Edsel Peña
Pages: 313-321
Published online: 22 Apr 2022
AbstractforOn Optimal Correlation-Based Prediction | Full Text | References | PDF (1.1 MB) | EPUB
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Article
Comment on “On Optimal Correlation-Based Prediction,” by Bottai et al. (2022)
Ronald Christensen
Page: 322
Published online: 22 Apr 2022
CitationforComment on “On Optimal Correlation-Based Prediction,” by Bottai et al. (2022) | Full Text | References | PDF (219.9 KB) | EPUB
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Article
Multiple Imputation Inference with Integer-Valued Point Estimates
Bo Liu & Jerome P. Reiter
Pages: 323-328
Published online: 04 Jan 2022
AbstractforMultiple Imputation Inference with Integer-Valued Point Estimates | Full Text | References | PDF (720.1 KB) | EPUB | Supplemental
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Article
A Review of Adversarial Attack and Defense for Classification Methods
Yao Li, Minhao Cheng, Cho-Jui Hsieh & Thomas C. M. Lee
Pages: 329-345
Published online: 04 Jan 2022
AbstractforA Review of Adversarial Attack and Defense for Classification Methods | Full Text | References | PDF (3.2 MB) | EPUB
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Article
A New Transformation of Treated-Control Matched-Pair Differences for Graphical Display
Paul R. Rosenbaum
Pages: 346-352
Published online: 13 May 2022
AbstractforA New Transformation of Treated-Control Matched-Pair Differences for Graphical Display | Full Text | References | PDF (1 MB) | EPUB
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Article
Bias Analysis for Misclassification Errors in both the Response Variable and Covariate
Juxin Liu, Annshirley Afful, Holly Mansell & Yanyuan Ma
Pages: 353-362
Published online: 13 May 2022
AbstractforBias Analysis for Misclassification Errors in both the Response Variable and Covariate | Full Text | References | PDF (2.2 MB) | EPUB | Supplemental
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HISTORY CORNER

Article
The “Poisson” Distribution: History, Reenactments, Adaptations
James A. Hanley & Sahir Bhatnagar
Pages: 363-371
Published online: 23 Mar 2022
AbstractforThe “Poisson” Distribution: History, Reenactments, Adaptations | Full Text | References | PDF (921 KB) | EPUB
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SHORT TECHNICAL NOTE

Note
Linearity of Unbiased Linear Model Estimators
Stephen Portnoy
Pages: 372-375
Published online: 09 Jun 2022
AbstractforLinearity of Unbiased Linear Model Estimators | Full Text | References | PDF (448.4 KB) | EPUB
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Note
Statistical Inference for Method of Moments Estimators of a Semi-Supervised Two-Component Mixture Model
Bradley Lubich, Daniel Jeske & Weixin Yao
Pages: 376-383
Published online: 14 Sep 2022
AbstractforStatistical Inference for Method of Moments Estimators of a Semi-Supervised Two-Component Mixture Model | Full Text | References | PDF (2.6 MB) | EPUB
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STATISTICAL PRACTICE

Article
A Practical Approach to Proper Inference with Linked Data
Andee Kaplan, Brenda Betancourt & Rebecca C. Steorts
Pages: 384-393
Published online: 23 Mar 2022
AbstractforA Practical Approach to Proper Inference with Linked Data | Full Text | References | PDF (1.2 MB) | EPUB | Supplemental
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Article
Inference in Experiments Conditional on Observed Imbalances in Covariates
Per Johansson & Mattias Nordin
Pages: 394-404
Published online: 27 Apr 2022
AbstractforInference in Experiments Conditional on Observed Imbalances in Covariates | Full Text | References | PDF (1.4 MB) | EPUB | Supplemental
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Open Access

TEACHER’S CORNER

Article
The Current State of Undergraduate Bayesian Education and Recommendations for the Future
Mine Dogucu & Jingchen Hu
Pages: 405-413
Published online: 19 Jul 2022
AbstractforThe Current State of Undergraduate Bayesian Education and Recommendations for the Future | Full Text | References | PDF (1 MB) | EPUB | Supplemental
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Open Access
Article
From Black Box to Shining Spotlight: Using Random Forest Prediction Intervals to Illuminate the Impact of Assumptions in Linear Regression
Andrew J. Sage, Yang Liu & Joe Sato
Pages: 414-429
Published online: 07 Oct 2022
AbstractforFrom Black Box to Shining Spotlight: Using Random Forest Prediction Intervals to Illuminate the Impact of Assumptions in Linear Regression | Full Text | References | PDF (17 MB) | EPUB | Supplemental
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REVIEWS OF BOOKS AND TEACHING MATERIALS

Book Review
Probability, Statistics, and Data: A Fresh Approach Using R
Darrin Speegle and Bryan Clair, Boca Raton, FL: Chapman & Hall/CRC Press, 2022, xii+500 pp., $99.95(H), ISBN: 978-0-367-43667-4.
Scott A. Roths
Page: 430
Published online: 07 Nov 2022
CitationforProbability, Statistics, and Data: A Fresh Approach Using R | Full Text | PDF (271.9 KB) | EPUB
  • 1360 Views
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Free Access
Book Review
Statistical Issues in Drug Development, 3rd ed.
Stephen Senn, Hoboken, NJ: John Wiley and Sons, Ltd., 2021, xxi+616 pp., $120.00(H), ISBN: 978-1-119-23857-7.
Jie Cui & Haoda Fu
Page: 431
Published online: 07 Nov 2022
CitationforStatistical Issues in Drug Development, 3rd ed. | Full Text | PDF (148.9 KB) | EPUB
  • 945 Views
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Free Access

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