Associates

Sami Stouli

University of Bristol

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

Selected Publications

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
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 |