Grace Y. Yi

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 13

Top Topics

Logistic Regression

Variable Selection

Monte Carlo Method

Measurement Error

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

Publications

Yuan Bian, Grace Y. Yi, Wenqing He
A unified framework of analyzing missing data and variable selection using regularized likelihood. Comput. Stat. Data Anal. 194 (2024)
Jingyu Cui, Grace Y. Yi
Variable selection in multivariate regression models with measurement error in covariates. J. Multivar. Anal. 202 (2024)
Haoxin Zhuang, Liqun Diao, Grace Y. Yi
Polya tree Monte Carlo method. Comput. Stat. Data Anal. 180 (2023)
Junhan Fang, Grace Y. Yi
Bayesian analysis for matrix-variate logistic regression with/without response misclassification. Stat. Comput. 33 (6) (2023)
Liqun Diao, Grace Y. Yi
Classification Trees with Mismeasured Responses. J. Classif. 40 (1) (2023)
Bangxin Zhao, Xin Liu, Wenqing He, Grace Y. Yi
Dynamic tilted current correlation for high dimensional variable screening. J. Multivar. Anal. 182 (2021)
Yuliang Xu, Shuo Shuo Liu, Grace Y. Yi
mgee2: An R package for marginal analysis of longitudinal ordinal data with misclassified responses and covariates. R J. 13 (2) (2021)
Qihuang Zhang, Grace Y. Yi, Li-Pang Chen, Wenqing He
Text mining and sentiment analysis of COVID-19 tweets. CoRR (2021)
Di Shu, Grace Y. Yi
ipwErrorY: An R Package for Estimation of Average Treatment Effect with Misclassified Binary Outcome. R J. 11 (1) (2019)
Haocheng Li, Di Shu, Wenqing He, Grace Y. Yi
Variable selection via the composite likelihood method for multilevel longitudinal data with missing responses and covariates. Comput. Stat. Data Anal. 135 (2019)
Juan Xiong, Grace Y. Yi
swgee: An R Package for Analyzing Longitudinal Data with Response Missingness and Covariate Measurement Error. R J. 11 (1) (2019)
Wenqing He, Grace Y. Yi, Li-Pang Chen
Support Vector Machine with Graphical Network Structures in Features. MLDM (2) (2019)
Haocheng Li, Di Shu, Yukun Zhang, Grace Y. Yi
Simultaneous variable selection and estimation for multivariate multilevel longitudinal data with both continuous and binary responses. Comput. Stat. Data Anal. 118 (2018)
Haocheng Li, Grace Y. Yi
A pairwise likelihood approach for longitudinal data with missing observations in both response and covariates. Comput. Stat. Data Anal. 68 (2013)
Grace Y. Yi, Wenqing He, Hua Liang
Analysis of correlated binary data under partially linear single-index logistic models. J. Multivar. Anal. 100 (2) (2009)