School of Economics Shandong University Jinan 250100 China;
School of Statistics and Management Shanghai University of Finance and Economics Shanghai 200433 China;
School of Statistics and Management Shanghai University of Finance and Economics Shanghai 200433 China;
multivariate longitudinal data; autoregressive error; two-stage weighted least square; hypothesis testing;