Yanrong Yang - Researcher Profile
Associate Professor
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Publications Title Journal Name Year ABDC Ranking
FACTOR-AUGMENTED MODEL FOR FUNCTIONAL DATA Statistica Sinica 2024 A
Time-varying minimum variance portfolio Journal of Econometrics 2024 A*
INTERACTIVE EFFECTS PANEL DATA MODELS with GENERAL FACTORS and REGRESSORS Econometric Theory 2023 A*
Robust PCA for high-dimensional data based on characteristic transformation Australian and New Zealand Journal of Statistics 2023 A
Clustering and Forecasting Multiple Functional Time Series Annals of Applied Statistics 2022 A
Feature extraction for functional time series: Theory and application to NIR spectroscopy data Journal of Multivariate Analysis 2022 A
Mortality forecasting using factor models: Time-varying or time-invariant factor loadings? Insurance: Mathematics & Economics 2021 A*
Recursive estimation in large panel data models: Theory and practice Journal of Econometrics 2021 A*
Shrinkage estimation of the varying-coefficient model with continuous and categorical covariates Economics Letters 2021 A
High-dimensional functional time series forecasting: An application to age-specific mortality rates Journal of Multivariate Analysis 2019 A
High dimensional correlation matrices: the central limit theorem and its applications Journal of the Royal Statistical Society, Series B (Statistical Methodology) 2016 A*
Independence test for high dimensional data based on regularized canonical correlation coefficients Annals of Statistics 2015 A*
Testing independence among a large number of high-dimensional random vectors Journal of the American Statistical Association 2014 A*
Estimating multiple option Greeks simultaneously using random parameter regression Journal of Computational Finance 2012 C
The convergence of the empirical distribution of canonical correlation coefficients Electronic Journal of Probability 2012 A