American Statistician

Papers
(The TQCC of American Statistician is 3. 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 2021-08-01 to 2025-08-01.)
ArticleCitations
A Note on Monte Carlo Integration in High Dimensions91
Lessons from a Discussion-Based Course on the History of Statistics54
LASSO-based Survival Prediction Modelling with Multiply Imputed Data: A Case Study in Tuberculosis Mortality Prediction44
Optimal and Fast Confidence Intervals for Hypergeometric Successes27
On Devon Allen’s Disqualification at the 2022 World Track and Field Championships25
Technical Validation of Plot Designs by Use of Deep Learning21
Pseudo-Ranks: The Better Way of Ranking?16
Data Privacy Protection and Utility Preservation through Bayesian Data Synthesis: A Case Study on Airbnb Listings15
An Example to Illustrate Randomized Trial Estimands and Estimators14
Statistical Inference for Method of Moments Estimators of a Semi-Supervised Two-Component Mixture Model13
Integrative Data Analysis Where Partial Covariates Have Complex Nonlinear Effects by Using Summary Information from an External Data12
A Look into the Problem of Preferential Sampling through the Lens of Survey Statistics10
A Survey of Bias in Machine Learning Through the Prism of Statistical Parity10
The Cauchy Combination Test under Arbitrary Dependence Structures10
Demystifying Statistical Learning Based on Efficient Influence Functions9
Bayesian Testing of Linear Versus Nonlinear Effects Using Gaussian Process Priors9
Myths About Linear and Monotonic Associations: Pearson’s r, Spearman’s ρ, and Kendall’s τ8
Analytics, Have Some Humility: A Statistical View of Fourth-Down Decision Making8
Out-of-Sample R 2 : Estimation and Inference7
Multiple-Model-based Robust Estimation of Causal Treatment Effect on a Binary Outcome with Integrated Information from Secondary Outcomes7
Estimation of Contact Time Among Animals from Telemetry Data7
Estimating Knee Movement Patterns of Recreational Runners Across Training Sessions Using Multilevel Functional Regression Models7
Hitting a Prime in 2.43 Dice Rolls (On Average)7
Evidential Calibration of Confidence Intervals6
Semi-Structured Distributional Regression6
Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R6
A Class of Regression Association Measures based on Concordance6
Foundations of Data Science with Python5
First-Passage Times for Random Partial Sums: Yadrenko’s Model for e and Beyond5
A Statistical Basis for Reporting Strength of Evidence as Pool Reduction5
The Best Time to Play the Lottery5
Spatial Sampling with R5
A Bayesian Spatial Analysis of the Heterogeneity in Human Mobility Changes During the First Wave of the COVID-19 Epidemic in the United States5
Alpha Seminar: A Course for New Graduate Students in Statistics5
A First Course in Causal Inference.5
Confidence Distributions for the Autoregressive Parameter5
Comparative Probability Metrics: Using Posterior Probabilities to Account for Practical Equivalence in A/B tests5
Integrating Ethics into the Guidelines for Assessment and Instruction in Statistics Education (GAISE)4
Prioritizing Variables for Observational Study Design using the Joint Variable Importance Plot4
Data Science in Practice4
RafterNet: Probabilistic Predictions in Multi-Response Regression4
Modern Data Visualization with R4
On Arbitrarily Underdispersed Discrete Distributions4
The Storyboard: A Tool to Synthesize, Reflect On, and Write About Data Investigations4
Statistics for Making Decisions,3
Explainable Linear and Generalized Linear Models by the Predictions Plot3
Assessment and Continuous Improvement of an Undergraduate Data Science Program3
Towards explainable data and sports analytics: A case study on pass completion prediction in American Football3
A Case for Nonparametrics3
Assignment-Control Plots: A Visual Companion for Causal Inference Study Design3
Cross-Validatory Z-Residual for Diagnosing Shared Frailty Models3
Evaluating Real-Time Probabilistic Forecasts With Application to National Basketball Association Outcome Prediction3
Tightening Blocks in Complementary Analyses of Observational Studies: Optimization Algorithm and Examples3
Deep Learning and Scientific Computing with R torch Deep Learning and Scientific Computing with R torch . Sigrid Keydana. Boca Raton, FL: Chapman & Hall/CRC Press, 23
The Loser’s Curse and the Critical Role of the Utility Function3
A Study on the Power Parameter in Power Prior Bayesian Analysis3
A statistical approach to latent dynamic modeling with differential equations3
A Response to Rice and Lumley3
Proximal MCMC for Bayesian Inference of Constrained and Regularized Estimation3
Revisiting the Name Variant of the Two-Children Problem3
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