Search Results - subject_exact:"Partial identification"

Human capital and labor market effects of elite schooling in England, Scotland, and Wales : new causal evidence from nonparametric bounds

Yu, Zhanhan; Amin, Vikesh; Flores, Carlos; … - 2026

We estimate the causal effect of attending elite schools in England, Scotland, and Wales on human capital and labor market outcomes for cohorts of children from the 1958 National Child Development Study and the 1970 British Cohort Study. For identification, we employ a nonparametric...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015608615

Fragility of joint identification in the Roy model : a note on deterministic sorting and stochastic selection

Hoshino, Takahiro; Shinoda, Kazuhiko; Otsu, Taisuke - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015641265

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Fragility of joint identification in the Roy model : a note on deterministic sorting and stochastic selection

Hoshino, Takahiro; Shinoda, Kazuhiko; Otsu, Taisuke - 2026 - This version: May 9, 2026

Edition: This version: May 9, 2026

Book / Working Paper

Partial identification of the valuation distribution in sequential English auctions

Kim, Dongwoo; Kim, Kyoo Il; Pal, Pallavi - 2026

This paper extends the incomplete model of Haile and Tamer (2003) from static English auctions to sequential English auctions. Because bidders may wait for future opportunities, the static condition that bidders do not let rivals win at beatable prices need not hold. We replace it with a dynamic...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015643934

Binary classification with the maximum score model and linear programming

Horowitz, Joel; Lee, Sokbae - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015444961

The Double-Edged Sword: How Women's Financial Inclusion Affects Intimate Partner Violence in India

Shreemoyee, Shreemoyee; Roychowdhury, Punarjit; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015361805

Does schooling improve cognitive abilities at older ages? Causal evidence from nonparametric bounds

Amin, Vikesh; Behrman, Jere R.; Fletcher, Jason; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015448145

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Does Schooling Improve Cognitive Abilities at Older Ages: Causal Evidence from Nonparametric Bounds

Amin, Vikesh; Behrman, Jere R.; Fletcher, Jason M.; … - 2022

Book / Working Paper

Does Schooling Improve Cognitive Abilities at Older Ages? Causal Evidence from Nonparametric Bounds

Amin, Vikesh; Behrman, Jere R.; Fletcher, Jason M.; … - 2022

Book / Working Paper

Linear Regressions with Combined Data

D'Haultfœuille, Xavier; Gaillac, Christophe; Maurel, Arnaud - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015562695

Linear Regressions with Combined Data

D'Haultfoeuille, Xavier; Gaillac, Christophe; Maurel, Arnaud - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015562740

Linear regressions with combined data

D'Haultfœuille, Xavier; Gaillac, Christophe; Maurel, Arnaud - 2025

We study linear regressions in a context where the outcome of interest and some of the covariates are observed in two different datasets that cannot be matched. Traditional approaches obtain point identification by relying, often implicitly, on exclusion restrictions. We show that without such...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015655346

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Linear regressions with combined data

D'Haultfœuille, Xavier; Gaillac, Christophe; Maurel, Arnaud - 2025

Book / Working Paper

Linear regressions with combined data

D'Haultfœuille, Xavier; Gaillac, Christophe; Maurel, Arnaud - 2025

Book / Working Paper

Linear regressions with combined data

D'Haultfœuille, Xavier; Gaillac, Christophe; Maurel, Arnaud - 2025

Book / Working Paper

Linear regressions with combined data

D'Haultfœuille, Xavier; Gaillac, Christophe; Maurel, Arnaud - 2024

Book / Working Paper

Identification and estimation of average causal effects in fixed effects logit models

Davezies, Laurent; D'Haultfœuille, Xavier; Laage, Louise - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015191506

Recent applications of generalized instrumental variable models

Kim, Dongwoo - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015325824

A partial identification approach to identifying the determinants of human capital accumulation : an application to teachers

Mehta, Nirav - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015463325

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A Partial Identification Approach to Identifying the Determinants of Human Capital Accumulation: An Application to Teachers

Mehta, Nirav - 2022

Book / Working Paper

A partial identification approach to identifying the determinants of human capital accumulation: an application to teachers

Mehta, Nirav - 2022

Book / Working Paper

From perfect to practical : partial identification methods for causal inference in strategic management research

Frake, Justin; Gibbs, Anthony; Goldfarb, Brent; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015467450

Does schooling improve cognitive abilities at older ages? : causal evidence from nonparametric bounds

Amin, Vikesh; Behrman, Jere R.; Fletcher, Jason; … - 2025

We revisit much-investigated relationships between schooling and health, focusing on schooling impacts on cognitive abilities at older ages using the Harmonized Cognition Assessment Protocol in the Health & Retirement Study (HRS) and a bounding approach that requires relatively weak assumptions....

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015410297

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Does schooling improve cognitive abilities at older ages? : causal evidence from nonparametric bounds

Amin, Vikesh; Behrman, Jere R.; Fletcher, Jason; … - 2022

Book / Working Paper

Does schooling improve cognitive abilities at older ages : causal evidence from nonparametric bounds

Amin, Vikesh; Behrman, Jere R.; Fletcher, Jason; … - 2022

Book / Working Paper

Does schooling improve cognitive abilities at older ages : causal evidence from nonparametric bounds

Amin, Vikesh; Behrman, Jere R.; Fletcher, Jason; … - 2022

Book / Working Paper

Binary classification with the maximum score model and linear programming

Horowitz, Joel; Lee, Sokbae - 2025

This paper presents a computationally efficient method for binary classification using Manski's (1975,1985) maximum score model when covariates are discretely distributed and parameters are partially but not point identified. We establish conditions under which it is minimax optimal to allow for...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015439509

Bounds for average treatment effect on couples with an application to the retirement-consumption puzzle

Fe, Eduardo - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015461904

The double-edged sword : how women's financial inclusion affects intimate partner violence in India

Shreemoyee, Shreemoyee; Roychowdhury, Punarjit; … - 2025

We empirically examine the causal impact of women's financial inclusion on their exposure to Intimate Partner Violence (IPV) in India using data from the fifth round of the National Family Health Survey. However, establishing a causal link between women's financial inclusion and IPV is...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015395641

Policy learning with new treatments

Higbee, Samuel D. - 2025

I study the problem of a decision maker choosing a policy that allocates treatment to a heterogeneous population on the basis of experimental data that includes only a subset of possible treatment values. The effects of new treatments are partially identified by shape restrictions on treatment...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015533269

Discordant relaxations of misspecified models

Li, Lixiong; Kédagni, Désiré; Mourifié, Ismaël - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015420315

Information based inference in models with set-valued predictions and misspecification

Kaido, Hiroaki; Molinari, Francesca - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014480533

The causal component in the intergenerational transmission of income

de Haan, Monique; Stubhaug, Magnus - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015165424

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The Causal Component in the Intergenerational Transmission of Income

De Haan, Monique; Stubhaug, Magnus - 2024

Book / Working Paper

Nonparametric Gini-Frisch bounds

Chalak, Karim - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015073828

A computational approach to identification of treatment effects for policy evaluation

Han, Sukjin; Yang, Shenshen - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015075011

A simple specification test for models with many conditional moment inequalities

Marcoux, Mathieu; Russell, Thomas M.; Wan, Yuanyuan - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015075203

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A simple specification test for models with many conditional moment inequalities

Marcoux, Mathieu; Russell, Thomas M.; Wan, Yuanyuan - 2023

Book / Working Paper

The causal component in the intergenerational transmission of income

Haan, Monique de; Stubhaug, Magnus - 2024

We apply a partial identification analysis using comprehensive Norwegian register data to investigate the causal effect of father’s income on child income. We find a strong association between the incomes of fathers and children. The causal effect, however, equals at least 1% and at most 51%...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015077749

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The causal component in the intergenerational transmission of income

Haan, Monique de; Stubhaug, Magnus - 2024

Book / Working Paper

Information based inference in models with set-valued predictions and misspecification

Kaido, Hiroaki; Molinari, Francesca - 2024

This paper proposes an information-based inference method for partially identified parameters in incomplete models that is valid both when the model is correctly specified and when it is misspecified. Key features of the method are: (i) it is based on minimizing a suitably defined...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014461470

Does college selectivity reduce obesity? : a partial identification approach

Brunello, Giorgio; Christelis, Dimitris; Sanz de … - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015095300

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Does college selectivity reduce obesity? : a partial identification approach

Brunello, Giorgio; Christelis, Dimitris; Sanz de … - 2022

Book / Working Paper

Food security dynamics and measurement error

McDonough, Ian K.; Millimet, Daniel L. - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015166713

Discordant relaxations of misspecified models

Li, Lixiong; Kédagni, Désiré; Mourifié, Ismaël - 2024

In many set-identified models, it is difficult to obtain a tractable characterization of the identified set. Therefore, researchers often rely on nonsharp identification conditions, and empirical results are often based on an outer set of the identified set. This practice is often viewed as...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015053109

Time-varying factor model components for effective momentum strategy

Cross, Jamie; Hoogerheide, Lennart; Dijk, Herman K. van - 2024

Determining a plausible number of components in a factor model is a nontrivial issue in case of weak data, sparse model restrictions and diffuse prior information. We discuss the issue of structural parametric identification in a static factor model and introduce orthogonal restrictions which...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015133674

Modeling the modeler : a normative theory of experimental design

Payró, Fernando; Piermon, Evan - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015374059

Partial identification of treatment response under complementarity and substitutability

Arduini, Tiziano; Rainone, Edoardo - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015406270

Estimation of games under no regret : structural econometrics for AI

Lomys, Niccolò; Magnolfi, Lorenzo - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015408239

Heterogeneous treatment effect bounds under sample selection with an application to the effects of social media on political polarization

Heiler, Phillip - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015552369

Identification in discrete choice models with imperfect information

Gualdani, Cristina; Sinha, Shruti - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015552379

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Identification in discrete choice models with imperfect information

Gualdani, Cristina; Sinha, Shruti - 2023

Book / Working Paper

Entangled vs. separable choice

Kashaev, Nail; Plávala, Martin; Aguiar, Victor H. - 2024 - This version: July, 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015046073

Inference in a class of optimization problems : confidence regions and finite sample bounds on errors in coverage probabilities

Horowitz, Joel; Lee, Sokbae - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014448462

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Inference in a class of optimization problems : confidence regions and finite sample bounds on errors in coverage probabilities

Horowitz, Joel; Lee, Sokbae - 2021

Book / Working Paper

Inference in a class of optimization problems : confidence regions and finite sample bounds on errors in coverage probabilities

Horowitz, Joel; Lee, Sokbae - 2020

Book / Working Paper

Nonparametric Identification of Demand without Exogenous Product Characteristics

Borusyak, Kirill; Chen, Jiafeng; Hull, Peter; Lei, Lihua - 2026

We study identification of differentiated product demand from market-level data when product characteristics can be endogenous. Past work suggests nonparametric identification may be impossible: that is, in addition to standard price instruments, exogenous characteristic-based instruments are...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015611147

Measuring Economic Mobility in India Using Noisy Data: A Partial Identification Approach

Li, Hao; Millimet, Daniel L.; Roychowdhury, Punarjit - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013489580

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Measuring Economic Mobility in India Using Noisy Data: A Partial Identification Approach

Li, Hao; Millimet, Daniel L.; Roychowdhury, Punarjit - 2019

Book / Working Paper

Identification in a binary choice panel data model with a predetermined covariate

Bonhomme, Stéphane; Dano, Kevin; Graham, Bryan S. - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015458439

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Identification in a binary choice panel data model with a predetermined covariate

Bonhomme, Stéphane; Dano, Kevin; Graham, Bryan S. - 2023

Book / Working Paper

Identification in a binary choice panel data model with a predetermined covariate

Bonhomme, Stéphane; Dano, Kevin; Graham, Bryan S. - 2023

Book / Working Paper

A prelude to statistics arising from optimal transport theory

Nguyen, Hung T. - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015557616

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A prelude to statistics arising from optimal transport theory

Nguyen, Hung T. - 2023

Article

Identification in discrete choice models with imperfect information

Gualdani, Cristina; Sinha, Shruti - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014480402

Identification in a binary choice panel data model with a predetermined covariate

Bonhomme, Stéphane; Dano, Kevin; Graham, Bryan S. - 2023

We study identification in a binary choice panel data model with a single predetermined binary covariate (i.e., a covariate sequentially exogenous conditional on lagged outcomes and covariates). The choice model is indexed by a scalar parameter 0, whereas the distribution of unit-specific...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014462251

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Identification in a binary choice panel data model with a predetermined covariate

Bonhomme, Stéphane; Dano, Kevin; Graham, Bryan S. - 2023

Book / Working Paper

Identification in a binary choice panel data model with a predetermined covariate

Bonhomme, Stéphane; Dano, Kevin; Graham, Bryan S. - 2023

Book / Working Paper

Equilibrium multiplicity in dynamic games : testing and estimation

Otsu, Taisuke; Pesendorfer, Martin - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013543266

Measuring economic mobility in India using noisy data : a partial identification approach

Li, Hao; Millimet, Daniel L.; Roychowdhury, Punarjit - 2023

We examine economic mobility in India while accounting for misclassification to better understand the welfare e§ects of the rise in inequality. To proceed, we extend recently developed methods on the partial identification of transition matrices. Allowing for modest misclassification, we find...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013545844

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