Model Checking for Regressions Based on Weighted Residual Processes with Diverging Number of Predictors

Yue Hu, Haiqi Li, Xintao Xia

The integrated conditional moment (ICM) test is a classical and widely used method for assessing the adequacy of regression models. Although it performs well in fixed-dimension set…