Associates

Sami Stouli

University of Bristol

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

Selected Publications

Identification of treatment effects under limited exogenous variation

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

Whitney K. Newey, Sami Stouli
3 February 2025 | CWP06/25
Heterogeneous coefficients, control variables, and identification of multiple treatment effects

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

Whitney K. Newey, Sami Stouli
22 November 2021 | CWP41/21

Previous version

Heterogeneous coefficients, control variables, and identification of treatment effects
Whitney K. Newey, Sami Stouli
11 September 2020 | CWP45/20
Gaussian transforms modeling and the estimation of distributional regression functions

Conditional distribution functions are important statistical objects for the analysis of a wide class of problems […]

Richard Spady, Sami Stouli
16 November 2020 | CWP53/20
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 […]

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

Previous version

Dual regression
Richard Spady, Sami Stouli
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 […]

Whitney K. Newey, Sami Stouli
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 […]

Whitney K. Newey, Sami Stouli
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 […]

Richard Spady, Sami Stouli
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 […]

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

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

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

Latest version

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