Selected Publications


Tying Maximum Likelihood Estimation for Dependent Data

Masamune Iwasawa, Qingfeng Liu, Ziyan Zhao

Working Paper, 2026.


Model Averaging for Nonlinear Regression Models

Yang Feng, Qingfeng Liu, Qingsong Yao and Guoqing Zhao

Journal of Business & Economic Statistics, Forthcoming.


On the sparsity of Mallows model averaging estimator

Yang Feng, Qingfeng Liu, Ryo Okui

JEconomics Letters, Volume 187,2020, 108916.

Matlab code for CD-MMA


Generalized Least Squares Model Averaging

Qingfeng Liu, Ryo Okui and Arihiro Yoshimura (2016)

Econometric Reviews, 35(8-10):1692-1752.

Matlab code for GLSMA


Heteroscedasticity-Robust Cp Model Averaging

Qingfeng Liu and Ryo Okui (2013)

Econometrics Journal, 16(3): 463-472.

Matlab code for HRCp


Asymptotic Theory for Difference-based Estimator of Partially Linear Models (in Japanese)

Qingfeng Liu (2010-03)

Journal of the Japan Statistical Society, 39(1): 393-406.


Maximum Empirical Likelihood Estimation of Continuous-time Models with Conditional Characteristic Functions

Qingfeng Liu and Yoshihiko Nishiyama (2008-07)

Mathematics and Computers in Simulation, 78(2-3): 341-350.


Efficient Estimation and Model Selection for Grouped Data with Local Moments

Kohtaro Hitomi, Qingfeng Liu, Yoshihiko Nishiyama and Naoya Sueishi (2008-06)

Journal of the Japan Statistical Society, 38(1): 131-143.


A Modified GARCH Model with Spells of Shocks

Qingfeng Liu and Kimio Morimune (2005-03)

Asia-Pacific Financial Markets, 12(1): 29-44.