International Fellows

Francesca Molinari

Cornell University

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… Continue reading.

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… Continue reading.

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… Continue reading.

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… Continue reading.

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… Continue reading.

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… Continue reading.

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… Continue reading.

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… Continue reading.

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… Continue reading.

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… Continue reading.

Arie Beresteanu, Ilya Molchanov, Francesca Molinari
18 June 2008 | CWP15/08