Faculty

Institution

Unit

Venue

Joel Horowitz

Charles E and Emma H Morrison Professor

Northwestern University

Affiliations

Weinberg College of Arts and Sciences

Department of Economics

Joel Horowitz is currently serving as an Economics Charles E and Emma H Morrison Professor at Northwestern University.

Honors

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Experiences

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Education

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Joel Horowitz

Northwestern University

Charles E and Emma H Morrison Professor

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statistics econometrics economics estimation theory transportation research applied statistics data science applied mathematics transportation engineering statistical inference transport economics bootstrap methods semiparametric estimation machine learning economic modelling statistical methodology choice models nonparametric estimation econodynamics logistics economic research economic analysis financial econometrics bibliometrics psychometrics econometric models transportation planning multinomial probit model inference survival analysis air quality transport modelling bootstrap resampling instrumental variables nonparametric alternative dependent data multinomial logit model shape restrictions random utility models housing markets travel research economic geography transport geography tourism geography urban geography parameter identification panel data spatial economics choice theory consumer choice urban mobility parameter estimation binary response model variable selection nonparametric methods rate-optimal test median regression models tourism economics atmospheric environment applied geography marketing science decision science environmental planning network theory transport network analysis censorship market analysis empirical finance international marketing statistical science mathematical economics computational economics on-demand transport statistical modeling dynamic pricing spatial planning economic theory theoretical economics

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Identifying the Effect of Persuasion. (2022)

Sung JunSokbae LeeJae SungEric AuerbachStefano DellavignaLeonard GoffMarc HenryKeisuke HiranoJoel HorowitzCharles ManskiJoris PinkseImran RasulRoman RiveraMyunghyun SongDavid Yang

elicitation techniquecommunicationmarketingpersuasionrhetoricmanipulation (psychology)psychology

Inference in a Class of Optimization Problems: Confidence Regions and Finite Sample Bounds on Errors in Coverage Probabilities. Journal of Business and Economic Statistics (2022)

Joel L. HorowitzSokbae Lee

confidence regionsinferencebusinessfinite sample boundscoverage probabilities

Estimation of a Heterogeneous Demand Function With Berkson Errors. The Review of Economics and Statistics (2021)

Richard BlundellJoel HorowitzMatthias Parey

estimation theoryeconometricsberkson errorseconomicsdata scienceheterogeneous demand functionapplied statisticsstatisticsapplied economics

Permutation Tests for Equality of Distributions of Functional Data. Journal of Applied Econometrics (2021)

Federico A. BugniJoel L. Horowitz

functional datapermutation testsapplied mathematicseconometrics

Replication Data for: Estimation of a Heterogeneous Demand Function With Berkson Errors. Harvard Dataverse (2021)

Richard BlundellJoel HorowitzMatthias Parey

biostatisticsreplication dataestimation theoryeconometricsberkson errorsdata sciencescientific dataheterogeneous demand functionstatistics

Bounding the Difference Between True and Nominal Rejection Probabilities in Tests of Hypotheses About Instrumental Variables Models. Journal of Econometrics (2020)

Joel L. Horowitz

statistical hypothesis testnominal rejection probabilitiesmodel comparisoneconometricsstatistical theoryeconometric modelsinstrumental variables modelseconomicsmodel selectionstatisticsstatistical models

Testing Exogeneity in Nonparametric Instrumental Variables Models Identified by Conditional Quantile Restrictions. Econometrics Journal (2020)

Jia-Young Michael FuJoel L HorowitzMatthias Parey

conditional quantile restrictionsstatisticseconometrics

Using Penalized Likelihood to Select Parameters in a Random Coefficients Multinomial Logit Model. Journal of Econometrics (2020)

Joel L. HorowitzLars Nesheim

marketingmodel selectioneconometrics

Bootstrap Methods in Econometrics. Annual Review of Economics (2019)

Joel L. Horowitz

bootstrap methodsstatisticseconometrics

Non-Asymptotic Inference in a Class of Optimization Problems. (2019)

Sokbae (Simon) LeeJoel L. Horowitz

mathematical optimizationnon-asymptotic inference

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Joel Horowitz

Charles E and Emma H Morrison Professor

Northwestern University

Affiliations

Weinberg College of Arts and Sciences

Department of Economics

Joel Horowitz is currently serving as an Economics Charles E and Emma H Morrison Professor at Northwestern University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Joel Horowitz

Northwestern University

Charles E and Emma H Morrison Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Identifying the Effect of Persuasion. (2022)

Sung JunSokbae LeeJae SungEric AuerbachStefano DellavignaLeonard GoffMarc HenryKeisuke HiranoJoel HorowitzCharles ManskiJoris PinkseImran RasulRoman RiveraMyunghyun SongDavid Yang

elicitation techniquecommunicationmarketingpersuasionrhetoricmanipulation (psychology)psychology

Inference in a Class of Optimization Problems: Confidence Regions and Finite Sample Bounds on Errors in Coverage Probabilities. Journal of Business and Economic Statistics (2022)

Joel L. HorowitzSokbae Lee

confidence regionsinferencebusinessfinite sample boundscoverage probabilities

Estimation of a Heterogeneous Demand Function With Berkson Errors. The Review of Economics and Statistics (2021)

Richard BlundellJoel HorowitzMatthias Parey

estimation theoryeconometricsberkson errorseconomicsdata scienceheterogeneous demand functionapplied statisticsstatisticsapplied economics

Permutation Tests for Equality of Distributions of Functional Data. Journal of Applied Econometrics (2021)

Federico A. BugniJoel L. Horowitz

functional datapermutation testsapplied mathematicseconometrics

Replication Data for: Estimation of a Heterogeneous Demand Function With Berkson Errors. Harvard Dataverse (2021)

Richard BlundellJoel HorowitzMatthias Parey

biostatisticsreplication dataestimation theoryeconometricsberkson errorsdata sciencescientific dataheterogeneous demand functionstatistics

Bounding the Difference Between True and Nominal Rejection Probabilities in Tests of Hypotheses About Instrumental Variables Models. Journal of Econometrics (2020)

Joel L. Horowitz

Testing Exogeneity in Nonparametric Instrumental Variables Models Identified by Conditional Quantile Restrictions. Econometrics Journal (2020)

Jia-Young Michael FuJoel L HorowitzMatthias Parey

conditional quantile restrictionsstatisticseconometrics

Using Penalized Likelihood to Select Parameters in a Random Coefficients Multinomial Logit Model. Journal of Econometrics (2020)

Joel L. HorowitzLars Nesheim

marketingmodel selectioneconometrics

Bootstrap Methods in Econometrics. Annual Review of Economics (2019)

Joel L. Horowitz

bootstrap methodsstatisticseconometrics

Non-Asymptotic Inference in a Class of Optimization Problems. (2019)

Sokbae (Simon) LeeJoel L. Horowitz

mathematical optimizationnon-asymptotic inference

1
2
3
4
5
16
10 / page

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econometric model

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econometric theory

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Guido W. Imbens

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statistics

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econometric model

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