American Statistician

Papers
(The H4-Index of American Statistician is 9. 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 2020-04-01 to 2024-04-01.)
ArticleCitations
Feature Engineering and Selection: A Practical Approach for Predictive Models27
Myths About Linear and Monotonic Associations: Pearson’s r, Spearman’s ρ, and Kendall’s τ27
A Review of Bayesian Perspectives on Sample Size Derivation for Confirmatory Trials23
Applications of the Fractional-Random-Weight Bootstrap20
A Review of Adversarial Attack and Defense for Classification Methods16
A Survey of Bias in Machine Learning Through the Prism of Statistical Parity15
A Set of Efficient Methods to Generate High-Dimensional Binary Data With Specified Correlation Structures14
Learning Hamiltonian Monte Carlo in R12
Demystifying Statistical Learning Based on Efficient Influence Functions10
On Deconfounding Spatial Confounding in Linear Models9
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