Probability and Statistical Research

Gamma Approximation of Stratified Truncated Exact test (GASTE-test) & Application

The paper introduces the GASTE-test, a computationally efficient method for stratified binary data analysis, demonstrating improved accuracy and power over traditional methods.

OASIS: An interpretable, finite sample valid alternative to Pearson's X2 for scientific discovery

OASIS provides a statistically valid and computationally efficient alternative to Pearson's X2 for analyzing contingency tables, demonstrating improved power and interpretability in genomic applications.

Graph-based algorithms for phase-type distributions

This paper develops graph-based algorithms for phase-type distributions, showing they are faster and more memory-efficient than traditional matrix-based methods.

Auto-regressive Rank Order Similarity (aros) test

The paper introduces a non-parametric statistical test to compare group averages in paired data, avoiding multiple comparisons by using rank order and auto-regressive methods.

Generalized Hypergeometric Distributions Generated by Birth-Death Process in Bioinformatics

The paper introduces a generalized hypergeometric probability model to fit skewed distributions in bioinformatics, demonstrating its effectiveness on melanoma mutation data.