Grace Y. Yi

1.1k total citations
55 papers, 614 citations indexed

About

Grace Y. Yi is a scholar working on Statistics and Probability, Artificial Intelligence and Modeling and Simulation. According to data from OpenAlex, Grace Y. Yi has authored 55 papers receiving a total of 614 indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Statistics and Probability, 13 papers in Artificial Intelligence and 8 papers in Modeling and Simulation. Recurrent topics in Grace Y. Yi's work include Statistical Methods and Bayesian Inference (33 papers), Statistical Methods and Inference (32 papers) and Bayesian Methods and Mixture Models (10 papers). Grace Y. Yi is often cited by papers focused on Statistical Methods and Bayesian Inference (33 papers), Statistical Methods and Inference (32 papers) and Bayesian Methods and Mixture Models (10 papers). Grace Y. Yi collaborates with scholars based in Canada, United States and China. Grace Y. Yi's co-authors include Wenqing He, Yayuan Zhu, Li‐Pang Chen, Yangxin Huang, Wei Liu, Lang Wu, Bruce G. Lindsay, Jianping Sun, Nancy Reid and D. A. S. Fraser and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of the American Statistical Association and PLoS ONE.

In The Last Decade

Grace Y. Yi

48 papers receiving 593 citations

Peers

Replace Axel Gandy with:

Axel Gandy United Kingdom

Sandro Gsteiger Switzerland

Wai‐Yuan Tan United States

Romana Haneef France

Angela Noufaily United Kingdom

Lang Wu Canada

Steffen Unkel United Kingdom

Shakhawat Hossain Canada

Chong You China

Xiao Jiang China

Axel Gandy United Kingdom View profile →

Citations per field, relative to Grace Y. Yi

Grace Y. Yi · 1×

×0.4 108

SP

×2.1 264

MS

×0.5 45

AI

×1.4 128

ID

×2.2 175

EE

Citations per year, relative to Grace Y. Yi

Grace Y. Yi · 1×

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Countries citing papers authored by Grace Y. Yi

Since Specialization

Citations

This map shows the geographic impact of Grace Y. Yi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Grace Y. Yi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Grace Y. Yi more than expected).

Fields of papers citing papers by Grace Y. Yi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Grace Y. Yi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Grace Y. Yi. The network helps show where Grace Y. Yi may publish in the future.

Co-authorship network of co-authors of Grace Y. Yi

This figure shows the co-authorship network connecting the top 25 collaborators of Grace Y. Yi. A scholar is included among the top collaborators of Grace Y. Yi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Grace Y. Yi. Grace Y. Yi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Nonparametric simulation extrapolation for measurement‐error models 2023 ·Canadian Journal of Statistics ·(unknown), Michael P. Wallace, Grace Y. Yi	1
2	Estimation of the average treatment effect with variable selection and measurement error simultaneously addressed for potential confounders 2023 ·Statistical Methods in Medical Research ·Grace Y. Yi, Li‐Pang Chen	6
3	Accommodating misclassification effects on optimizing dynamic treatment regimes with Q‐learning 2023 ·Statistics in Medicine ·(unknown), Grace Y. Yi	0
4	Understanding Effective Virus Control Policies for Covid-19 with the Q-learning Method 2023 ·Statistics in Biosciences ·(unknown), Grace Y. Yi	1
5	Characterizing the COVID‐19 dynamics with a new epidemic model: Susceptible‐exposed‐asymptomatic‐symptomatic‐active‐removed 2022 ·Canadian Journal of Statistics ·Grace Y. Yi, (unknown), Wenqing He	3
6	Zero-Inflated Poisson Models with Measurement Error in the Response 2022 ·Biometrics ·(unknown), Grace Y. Yi	6
7	Generalized Network Structured Models with Mixed Responses Subject to Measurement Error and Misclassification 2022 ·Biometrics ·(unknown), Grace Y. Yi	0
8	Bayesian analysis under accelerated failure time models with error-prone time-to-event outcomes 2022 ·Lifetime Data Analysis ·Yanlin Tang, Xinyuan Song, Grace Y. Yi	2
9	Estimation and hypothesis testing with error‐contaminated survival data under possibly misspecified measurement error models 2021 ·Canadian Journal of Statistics ·Grace Y. Yi, (unknown)	3
10	Imputation and likelihood methods for matrix‐variate logistic regression with response misclassification 2021 ·Canadian Journal of Statistics ·(unknown), Grace Y. Yi	2
11	Feature screening with large‐scale and high‐dimensional survival data 2021 ·Biometrics ·Grace Y. Yi, Wenqing He, Raymond J. Carroll	3
12	Variable selection for proportional hazards models with high‐dimensional covariates subject to measurement error 2020 ·Canadian Journal of Statistics ·Baojiang Chen, Ao Yuan, Grace Y. Yi	0
13	Analysis of noisy survival data with graphical proportional hazards measurement error models 2020 ·Biometrics ·Li‐Pang Chen, Grace Y. Yi	26
14	Genetic association studies with bivariate mixed responses subject to measurement error and misclassification 2020 ·Statistics in Medicine ·(unknown), Grace Y. Yi	4
15	Dynamic tilted current correlation for high dimensional variable screening 2020 ·Journal of Multivariate Analysis ·(unknown), Xin Liu, Wenqing He, Grace Y. Yi	0
16	R package for analysis of data with mixed measurement error and misclassification in covariates: augSIMEX 2019 ·Journal of Statistical Computation and Simulation ·(unknown), Grace Y. Yi	3
17	Weighted causal inference methods with mismeasured covariates and misclassified outcomes 2019 ·Statistics in Medicine ·(unknown), Grace Y. Yi	8
18	Estimation of Causal Effect Measures in the Presence of Measurement Error in Confounders 2018 ·Statistics in Biosciences ·(unknown), Grace Y. Yi	1
19	Analysis of panel data under hidden mover-stayer models 2017 ·Statistics in Medicine ·Grace Y. Yi, Wenqing He, Feng He	0
20	A Pairwise Likelihood Method For Correlated Binary Data With/withoutMissing Observations Under Generalized Partially Linear Single-indexModels 2011 ·Statistica Sinica ·Wenqing He, Grace Y. Yi	15

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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