Associates

Sami Stouli

Sami was a PHD scholar in the Centre for Microdata Methods and Practice.

Selected Publications

Heterogeneous coefficients, control variables, and identification of treatment effects

Multidimensional heterogeneity and endogeneity are important features of models with multiple treatments. We consider a heterogeneous […]

Whitney K. Newey, Sami Stouli
11 September 2020 | CWP45/20
Dual regression

We propose dual regression as an alternative to the quantile regression process for the global estimation […]

Sami Stouli, Richard Spady
16 January 2019 | CWP01/19

Previous version

Dual regression
Sami Stouli, Richard Spady
13 January 2016 | CWP04/16
Heterogenous coefficients, discrete instruments, and identification of treatment effects

Multidimensional heterogeneity and endogeneity are important features of a wide class of econometric models. We consider […]

Sami Stouli, Whitney K. Newey
23 November 2018 | CWP66/18
Control variables, discrete instruments, and identification of structural functions

Control variables provide an important means of controlling for endogeneity in econometric models with nonseparable and/or […]

Sami Stouli, Whitney K. Newey
18 September 2018 | CWP55/18
Simultaneous mean-variance regression

We propose simultaneous mean-variance regression for the linear estimation and approximation of conditional mean functions. In […]

Sami Stouli, Richard Spady
5 April 2018 | CWP25/18
Semiparametric estimation of structural functions in nonseparable triangular models

This paper introduces two classes of semiparametric triangular systems with nonadditively separable unobserved heterogeneity. They are […]

Francis Vella, Sami Stouli, Whitney K. Newey, Ivan Fernandez-Val, Victor Chernozhukov
8 November 2017 | CWP48/17
Dual regression

We propose an alternative (‘dual regression’) to the quantile regression process for the global estimation of […]

Sami Stouli, Richard Spady
13 January 2016 | CWP04/16

Latest version

Dual regression
Sami Stouli, Richard Spady
16 January 2019 | CWP01/19
Construction of structural functions in nonseparable conditional independence models

This paper considers identification and estimation in models imposing conditional independence restrictions and featuring a scalar […]

Sami Stouli
21 November 2012 | External publication
Dual Regression

We propose an alternative (“dual regression”) to the quantile regression process for the global estimation of […]

Richard Spady, Sami Stouli
25 October 2012 | External publication