Estimating multi-index models with response-conditional least squares

Timo Klock, Alessandro Lanteri, Stefano Vigogna

The multi-index model is a simple yet powerful high-dimensional regression model which circumvents the curse of dimensionality assuming $\mathbb{E}[Y|X]=g(A^{\top }X)$ for s…