Research Papers Gaussian Transforms Modeling and the Estimation of Distributional Regression Functions (with Richard Spady). Forthcoming Econometrica. We propose flexible Gaussian representations for conditional cumulative distribution functions and give a concave likelihood criterion for their estimation. Optimal representations satisfy the monotonicity property of conditional cumulative distribution functions, including in finite samples and under general…