American Statistician

Papers
(The TQCC of American Statistician is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)
ArticleCitations
Analyzing Matched 2 × 2 Tables from all Corners70
Moments of the Nonnegative Adjusted Estimator of Squared Multiple Correlation48
Forbidden Knowledge and Specialized Training: A Versatile Solution for the Two Main Sources of Overfitting in Linear Regression36
Foundations of Data Science with Python31
Connections between Statistics and Mathematics/Probability23
x + y: A Mathematician's Manifesto for Rethinking Gender21
Do Dice Play God? The Mathematics of Uncertainty, by Ian Stewart17
Spatial Sampling with R14
The Best Time to Play the Lottery14
The Phistogram12
The Phantom Pattern Problem: The Mirage of Big Data,10
A Note on Monte Carlo Integration in High Dimensions10
Inverse Probability Weighting Estimation in Completely Randomized Experiments10
Lessons from a Discussion-Based Course on the History of Statistics9
The “Poisson” Distribution: History, Reenactments, Adaptations8
Integrating Ethics into the Guidelines for Assessment and Instruction in Statistics Education (GAISE)8
On Arbitrarily Underdispersed Discrete Distributions8
Missing Data Imputation with High-Dimensional Data6
On the Power of the F-test for Hypotheses in a Linear Model6
Pairwise Independence May Not Imply Independence: New Illustrations and a Generalization6
High-Dimensional Propensity Score and Its Machine Learning Extensions in Residual Confounding Control6
Modern Data Visualization with R5
Correction: Linearity of Unbiased Linear Model Estimators5
A Study on the Power Parameter in Power Prior Bayesian Analysis5
A Pareto Tail Plot Without Moment Restrictions5
Coherent Tests for Interval Null Hypotheses5
Introduction to Statistical Modelling and Inference5
A Review of Adversarial Attack and Defense for Classification Methods5
Hierarchical Spatio-Temporal Change-Point Detection5
Nonparametric Statistical Methods Using R, 2nd ed.5
On the Term “Randomization Test”5
Comment on “On the Power of the F-test for Hypotheses in a Linear Model” by Griffiths and Hill (2022)4
A Connection Between Baseball and Clinical Trials Found in “Slugging Percentage is Not a Percentage—And Why That Matters”4
Probability and Statistical Inference: From Basic Principles to Advanced Models4
Quantifying the Inspection Paradox with Random Time4
Probability, Statistics, and Data: A Fresh Approach Using R4
The Probability Mass Function of the Kaplan–Meier Product–Limit Estimator4
Optimal and Fast Confidence Intervals for Hypergeometric Successes4
Hidden Markov Models for Low-Frequency Earthquake Recurrence4
An Introduction to R and Python for Data Analysis: A Side-by-Side Approach.An Introduction to R and Python for Data Analysis: A Side-by-Side Approach. Taylor R. Brown. Boca Raton, FL: Chapman & Ha4
Bayesian Analysis of Infectious Diseases: COVID-19 and Beyond.3
Bayesian-Frequentist Hybrid Inference in Applications with Small Sample Sizes3
Comment on “On Optimal Correlation-Based Prediction,” by Bottai et al. (2022)3
An Efficient Computation Strategy for Generalized Single-Index Models and Their Variants by Integrating with GAM3
The Sign Test, Paired Data, and Asymmetric Dependence: A Cautionary Tale3
Data Privacy Protection and Utility Preservation through Bayesian Data Synthesis: A Case Study on Airbnb Listings3
Bang the Can Slowly: An Investigation into the 2017 Houston Astros3
Pseudo-Ranks: The Better Way of Ranking?3
An Example to Illustrate Randomized Trial Estimands and Estimators3
Statistical Challenges in Agent-Based Modeling3
Quantitative Drug Safety and Benefit-Risk Evaluation: Practical and Cross-Disciplinary Approaches3
Cross-Validatory Z-Residual for Diagnosing Shared Frailty Models3
Sparse-Group Boosting: Unbiased Group and Variable Selection3
SAS for Mixed Models: Introduction and Basic Applications3
A New Transformation of Treated-Control Matched-Pair Differences for Graphical Display3
Enhanced Inference for Finite Population Sampling-Based Prevalence Estimation with Misclassification Errors2
Binomial Confidence Intervals for Rare Events: Importance of Defining Margin of Error Relative to Magnitude of Proportion2
Multiple Imputation Inference with Integer-Valued Point Estimates2
Prioritizing Variables for Observational Study Design using the Joint Variable Importance Plot2
RafterNet: Probabilistic Predictions in Multi-Response Regression2
A Response to Rice and Lumley2
Hypothesis Testing for Matched Pairs with Missing Data by Maximum Mean Discrepancy: An Application to Continuous Glucose Monitoring2
The R2D2 Prior for Generalized Linear Mixed Models2
Technical Validation of Plot Designs by Use of Deep Learning2
When Your Permutation Test is Doomed to Fail2
Assessment and Continuous Improvement of an Undergraduate Data Science Program2
On Deconfounding Spatial Confounding in Linear Models2
Re-exploring the Penney-Ante Game2
Statistics in Medicine2
Evaluating Real-Time Probabilistic Forecasts With Application to National Basketball Association Outcome Prediction2
Fitting Log-Gaussian Cox Processes Using Generalized Additive Model Software2
The Current State of Undergraduate Bayesian Education and Recommendations for the Future2
The Impact of Application of the Jackknife to the Sample Median2
A Characterization of Most(More) Powerful Test Statistics with Simple Nonparametric Applications2
Bivariate Analysis of Distribution Functions Under Biased Sampling2
Comment on “A Case for Nonparametrics” by Bower et al.2
From Black Box to Shining Spotlight: Using Random Forest Prediction Intervals to Illuminate the Impact of Assumptions in Linear Regression2
Exploratory Data Analysis with MATLAB, 3rd ed., by Wendy L. Martinez, Angel R. Martinez, and Jeffrey L. Solka2
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