Concepedia

Junyan Liu

JL

Statistics

Publications

5

Citations

109

H-Index

5

Active since

2019

Affiliations

Hong Kong University of Science and Technology(Current)

Junyan Liu is an author at Hong Kong University of Science and Technology specializing in missing data imputation, missing data methods, and handling missing data.

ORCID

Publications per year

2019–2023

5

Publications

5

Parameter Estimation of Heavy-Tailed AR Model With Missing Data Via Stochastic EM

Junyan Liu, Sandeep Kumar, Daniel P. Palomar · IEEE Transactions on Signal Processing · 2019 · 50 citations · Full text

, , +14

Student's $t$ VAR Modeling With Missing Data Via Stochastic EM and Gibbs Sampling

Rui Zhou, Junyan Liu, Sandeep Kumar et al. · IEEE Transactions on Signal Processing · 2020 · 22 citations

, , +16

Regularized robust estimation of mean and covariance matrix for incomplete data

Junyan Liu, Daniel P. Palomar · Signal Processing · 2019 · 15 citations

, , +14

A Multi-Compartment Model of Glioma Response to Fractionated Radiation Therapy Parameterized via Time-Resolved Microscopy Data

Junyan Liu, David A. Hormuth, Jianchen Yang et al. · Frontiers in Oncology · 2022 · 11 citations · Full text

, , +17

VAT rate cut and enterprise deleveraging: Evidence from China

Yongjiu Liu, Junyan Liu, Peiling Dong · Economic Analysis and Policy · 2023 · 11 citations · Full text

, , +12

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