International Fellows

Francesca Molinari

Cornell University

Selected Publications

Confidence intervals for projections of partially identified parameters

This paper proposes a bootstrap-based procedure to build confidence intervals for single components of a partially […]

Hiroaki Kaido, Francesca Molinari, Jörg Stoye
5 January 2016 | CWP02/16

Latest version

Confidence intervals for projections of partially identified parameters
Hiroaki Kaido, Francesca Molinari, Jorg Stoye
10 November 2017 | CWP49/17
Inference for best linear approximations to set identified functions

This paper provides inference methods for best linear approximations to functions which are known to lie […]

Arun Chandrasekhar, Victor Chernozhukov, Francesca Molinari, Paul Schrimpf
17 December 2012 | CWP43/12

Latest version

Best linear approximations to set identified functions: with an application to the gender wage gap
Arun Chandrasekhar, Victor Chernozhukov, Francesca Molinari, Paul Schrimpf
18 February 2019 | CWP09/19
Partial identification using random set theory

This paper illustrates how the use of random set theory can benefit partial identification analysis. We […]

Arie Beresteanu, Ilya Molchanov, Francesca Molinari
31 January 2012 | Journal Article

Previous version

Partial identification using random set theory
Arie Beresteanu, Ilya Molchanov, Francesca Molinari
22 December 2010 | CWP40/10
Sharp identification regions in models with convex moment predictions

We provide a tractable characterization of the sharp identification region of the parameter vectorθ in a […]

Arie Beresteanu, Ilya Molchanov, Francesca Molinari
30 November 2011 | Journal Article

Previous version

Sharp identification regions in models with convex moment predictions
Arie Beresteanu, Ilya Molchanov, Francesca Molinari
15 September 2010 | CWP25/10
Partial identification using random set theory

This paper illustrates how the use of random set theory can benefit partial identification analysis. We […]

Arie Beresteanu, Ilya Molchanov, Francesca Molinari
22 December 2010 | CWP40/10

Latest version

Partial identification using random set theory
Arie Beresteanu, Ilya Molchanov, Francesca Molinari
31 January 2012 | Journal Article
Sharp identification regions in models with convex moment predictions

We provide a tractable characterization of the sharp identification region of the parameters θ in a […]

Arie Beresteanu, Ilya Molchanov, Francesca Molinari
15 September 2010 | CWP25/10

Latest version

Sharp identification regions in models with convex moment predictions
Arie Beresteanu, Ilya Molchanov, Francesca Molinari
30 November 2011 | Journal Article

Previous version

Sharp identification regions in models with convex predictions: games, individual choice, and incomplete data
Arie Beresteanu, Ilya Molchanov, Francesca Molinari
2 October 2009 | CWP27/09
Sharp identification regions in models with convex predictions: games, individual choice, and incomplete data

We provide a tractable characterization of the sharp identification region of the parameters θ in a […]

Arie Beresteanu, Ilya Molchanov, Francesca Molinari
2 October 2009 | CWP27/09

Latest version

Sharp identification regions in models with convex moment predictions
Arie Beresteanu, Ilya Molchanov, Francesca Molinari
15 September 2010 | CWP25/10
Asymptotic properties for a class of partially identified models

We propose inference procedures for partially identified population features for which the population identification region can […]

Arie Beresteanu, Francesca Molinari
1 July 2008 | Journal Article

Previous version

Asymptotic properties for a class of partially identified models
Arie Beresteanu, Francesca Molinari
9 June 2006 | CWP10/06
Sharp identification regions in games

We study identification in static, simultaneous move finite games of complete information, where the presence of […]

Arie Beresteanu, Ilya Molchanov, Francesca Molinari
18 June 2008 | CWP15/08
Spatial correlation robust inference with Errors in Location or Distance

This paper presents results from a Monte Carlo study concerning inference with spatially dependent data. It […]

Timothy Conley, Francesca Molinari
1 September 2007 | Journal Article

Previous version

Spatial correlation robust inferencewith Errors in Location or Distance
Timothy Conley, Francesca Molinari
19 August 2005 | CWP10/05