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Distributions.jl: Definition and Modeling of Probability Distributions in the JuliaStats Ecosystem

期刊: JOURNAL OF STATISTICAL SOFTWARE, 2021; 98 (16)

Random variables and their distributions are a central part in many areas of statistical methods. The Distributions.jl package provides Julia users an......

Ball: An R Package for Detecting Distribution Difference and Association in Metric Spaces

期刊: JOURNAL OF STATISTICAL SOFTWARE, 2021; 97 (6)

The rapid development of modern technology has created many complex datasets in non-linear spaces, while most of the statistical hypothesis tests are ......

Semi-Parametric Joint Modeling of Survival and Longitudinal Data: The R Package JSM

期刊: JOURNAL OF STATISTICAL SOFTWARE, 2020; 93 (2)

This paper is devoted to the R package JSM which performs joint statistical modeling of survival and longitudinal data. In biomedical studies it has b......

ManifoldOptim: An R Interface to the ROPTLIB Library for Riemannian Manifold Optimization

期刊: JOURNAL OF STATISTICAL SOFTWARE, 2020; 93 (1)

Manifold optimization appears in a wide variety of computational problems in the applied sciences. In recent statistical methodologies such as suffici......

GDINA: An R Package for Cognitive Diagnosis Modeling

期刊: JOURNAL OF STATISTICAL SOFTWARE, 2020; 93 (14)

Cognitive diagnosis models (CDMs) have attracted increasing attention in educational measurement because of their potential to provide diagnostic feed......

BeSS: An R Package for Best Subset Selection in Linear, Logistic and Cox Proportional Hazards Models

期刊: JOURNAL OF STATISTICAL SOFTWARE, 2020; 94 (4)

We introduce a new R package, BeSS, for solving the best subset selection problem in linear, logistic and Cox's proportional hazard (CoxPH) models. It......

AssocTests: An R Package for Genetic Association Studies

期刊: JOURNAL OF STATISTICAL SOFTWARE, 2020; 94 (5)

The R package AssocTests provides some procedures which are commonly used in genetic association studies. These procedures are population stratificati......

BOIN: An R Package for Designing Single-Agent and Drug-Combination Dose-Finding Trials Using Bayesian Optimal Interval Designs

期刊: JOURNAL OF STATISTICAL SOFTWARE, 2020; 94 (13)

This article describes the R package BOIN, which implements a recently developed methodology for designing single-agent and drug-combination dose-find......

Weighted Distance-Based Models for Ranking Data Using the R Package rankdist

期刊: JOURNAL OF STATISTICAL SOFTWARE, 2019; 90 (5)

rankdist is a recently developed R package which implements various distance-based ranking models. These models capture the occurring probability of r......

JIF:11.65

wsrf: An R Package for Classification with Scalable Weighted Subspace Random Forests

期刊: JOURNAL OF STATISTICAL SOFTWARE, 2017; 77 (3)

We describe a parallel implementation in R of the weighted subspace random forest algorithm (Xu, Huang, Williams, Wang, and Ye 2012) available as the ......

JIF:22.74

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