Journal of Data Science, v.19, no.1

A Simple Aggregation Rule for Penalized Regression Coefficients after Multiple Imputation

By Ryan A. Peterson

• Full Text (PDF): [153.64kB]

Journal of Data Science, v.19, no.1

Hybrid Density- and Partition-Based Clustering Algorithm for Data With Mixed-Type Variables

By Shu Wang, Jonathan G. Yabes, and Chung-Chou H. Chang

• Full Text (PDF): [1.15MB]

Journal of Data Science, v.19, no.1

A Vine Copula Model for Climate Trend Analysis using Canadian Temperature Data

By Haoxin Zhuang, Liqun Diao and Grace Y. Yi

• Full Text (PDF): [279.58kB]

Journal of Data Science, v.19, no.1

Sparse Learning with Non-convex Penalty in Multi-classification

By Nan Li and Hao Helen Zhang

• Full Text (PDF): [182.26kB]

Journal of Data Science, v.19, no.1

Spline Pattern-Mixture Models for Missing Data

By Ye Yang and Roderick J.A. Little

• Full Text (PDF): [373.66kB]

Journal of Data Science, v.19, no.1

Validation of Stepwise-Based Procedure in GAMLSS

By Thiago G. Ramires, Luiz R. Nakamura, Ana J. Righetto, Rodrigo R. Pescim,Josmar Mazucheli, Robert A. Rigby and Dimitrios M. Stasinopoulos

• Full Text (PDF): [142.07kB]

Journal of Data Science, v.19, no.1

Reproducible Science with LATEX

By Haim Bar and HaiYing Wang

• Full Text (PDF): [231.09kB]

Journal of Data Science, v.19, no.1

Large Scale GPS Trajectory Generation Using Map Based on Two Stage GAN

By Xingrui Wang, Xinyu Liu1, Ziteng Lu and Hanfang Yang

• Full Text (PDF): [2.43MB]

Journal of Data Science, v.19, no.1

Five Critical Genes Related to Seven COVID-19 Subtypes: A Data Science Discovery

By Zhengjun Zhang

• Full Text (PDF): [117.61kB]

Journal of Data Science, v.19, no.1

A Review on Optimal Subsampling Methods for Massive Datasets

By Yaqiong Yao and HaiYing Wang

• Full Text (PDF): [193.63kB]