International Fellows

Francesca Molinari

Cornell University

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Selected Publications

Confidence intervals for projections of partially identified parameters

We propose a bootstrap-based calibrated projection procedure to build confidence intervals for single components and for […]

Hiroaki Kaido, Francesca Molinari, Jorg Stoye

10 November 2017 | CWP49/17

Latest version

Confidence Intervals for Projections of Partially Identified Parameters

Hiroaki Kaido, Francesca Molinari, Jorg Stoye

7 June 2019 | CWP26/19

Previous version

Confidence intervals for projections of partially identified parameters

Hiroaki Kaido, Francesca Molinari, Jörg Stoye

5 January 2016 | CWP02/16

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

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

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

Asymptotic properties for a class of partially identified models

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

Arie Beresteanu, Francesca Molinari

9 June 2006 | CWP10/06

Latest version

Asymptotic properties for a class of partially identified models

Arie Beresteanu, Francesca Molinari

1 July 2008 | Journal Article

Spatial correlation robust inferencewith 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

19 August 2005 | CWP10/05

Latest version

Spatial correlation robust inference with Errors in Location or Distance

Timothy Conley, Francesca Molinari

1 September 2007 | Journal Article