no code implementations • 8 Oct 2021 • Shakeeb Khan, Xiaoying Lan, Elie Tamer, Qingsong Yao
For such monotone index models with increasing dimension, we propose to use a new class of estimators based on batched gradient descent (BGD) involving nonparametric methods such as kernel estimation or sieve estimation, and study their asymptotic properties.