Grace Y. Yi

According to our database, Grace Y. Yi authored at least 15 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Variable selection in multivariate regression models with measurement error in covariates.

Jingyu Cui, Grace Y. Yi

J. Multivar. Anal., 2024

A unified framework of analyzing missing data and variable selection using regularized likelihood.

Yuan Bian, Grace Y. Yi, Wenqing He

Comput. Stat. Data Anal., 2024

2023

Bayesian analysis for matrix-variate logistic regression with/without response misclassification.

Junhan Fang, Grace Y. Yi

Stat. Comput., December, 2023

Polya tree Monte Carlo method.

Haoxin Zhuang, Liqun Diao, Grace Y. Yi

Comput. Stat. Data Anal., April, 2023

Classification Trees with Mismeasured Responses.

Liqun Diao, Grace Y. Yi

J. Classif., April, 2023

2021

mgee2: An R package for marginal analysis of longitudinal ordinal data with misclassified responses and covariates.

Yuliang Xu, Shuo Shuo Liu, Grace Y. Yi

R J., 2021

Dynamic tilted current correlation for high dimensional variable screening.

Bangxin Zhao, Xin Liu, Wenqing He, Grace Y. Yi

J. Multivar. Anal., 2021

Text mining and sentiment analysis of COVID-19 tweets.

Qihuang Zhang, Grace Y. Yi, Li-Pang Chen, Wenqing He

CoRR, 2021

2019

swgee: An R Package for Analyzing Longitudinal Data with Response Missingness and Covariate Measurement Error.

Juan Xiong, Grace Y. Yi

R J., 2019

ipwErrorY: An R Package for Estimation of Average Treatment Effect with Misclassified Binary Outcome.

Di Shu, Grace Y. Yi

R J., 2019

Variable selection via the composite likelihood method for multilevel longitudinal data with missing responses and covariates.

Haocheng Li, Di Shu, Wenqing He, Grace Y. Yi

Comput. Stat. Data Anal., 2019

Support Vector Machine with Graphical Network Structures in Features.

Wenqing He, Grace Y. Yi, Li-Pang Chen

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

2018

Simultaneous variable selection and estimation for multivariate multilevel longitudinal data with both continuous and binary responses.

Haocheng Li, Di Shu, Yukun Zhang, Grace Y. Yi

Comput. Stat. Data Anal., 2018

2013

A pairwise likelihood approach for longitudinal data with missing observations in both response and covariates.

Haocheng Li, Grace Y. Yi

Comput. Stat. Data Anal., 2013

2009

Analysis of correlated binary data under partially linear single-index logistic models.

Grace Y. Yi, Wenqing He, Hua Liang

J. Multivar. Anal., 2009