{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T14:58:06Z","timestamp":1791298686438,"version":"4.1.0"},"reference-count":26,"publisher":"MIT Press","issue":"5","content-domain":{"domain":["direct.mit.edu"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,9,8]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>Berkson errors are commonplace in empirical microeconomics. In consumer demand, this form of measurement error occurs when the price an individual pays is measured by the (weighted) average price paid by individuals in a group (e.g., a county) rather than the true transaction price. We show the importance of Berkson errors for demand estimation with nonseparable unobserved heterogeneity. We develop a consistent estimator using external information on the true price distribution. Examining gasoline demand in the United States, we document substantial within-market price variability. Accounting for Berkson errors is quantitatively important. Imposing the Slutsky shape constraint reduces sensitivity to Berkson errors.<\/jats:p>","DOI":"10.1162\/rest_a_01018","type":"journal-article","created":{"date-parts":[[2021,2,9]],"date-time":"2021-02-09T22:54:35Z","timestamp":1612911275000},"page":"877-889","update-policy":"https:\/\/doi.org\/10.1162\/mitpressjournals.corrections.policy","source":"Crossref","is-referenced-by-count":6,"title":["Estimation of a Heterogeneous Demand Function with Berkson Errors"],"prefix":"10.1162","volume":"104","author":[{"given":"Richard","family":"Blundell","sequence":"first","affiliation":[{"name":"University College London and Institute for Fiscal Studies"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joel","family":"Horowitz","sequence":"additional","affiliation":[{"name":"Northwestern University and Cemmap"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matthias","family":"Parey","sequence":"additional","affiliation":[{"name":"University of Surrey and Institute for Fiscal Studies"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"281","published-online":{"date-parts":[[2022,9,8]]},"reference":[{"key":"2022090821465645200_B1","doi-asserted-by":"publisher","first-page":"164","DOI":"10.1080\/01621459.1950.10483349","article-title":"Are There Two Regressions?","volume":"45","author":"Berkson","year":"1950","journal-title":"Journal of the American Statistical Association"},{"key":"2022090821465645200_B2","first-page":"291","article-title":"Nonparametric Estimation of a Nonseparable Demand Function under the Slutsky Inequality Restriction","volume":"99","author":"Blundell","year":"2017"},{"key":"2022090821465645200_B3","doi-asserted-by":"publisher","first-page":"29","DOI":"10.3982\/QE91","article-title":"Measuring the Price Responsiveness of Gasoline Demand: Economic Shape Restrictions and Nonparametric Demand Estimation","volume":"3","year":"2012","journal-title":"Quantitative Economics"},{"key":"2022090821465645200_B4","first-page":"47","volume-title":"Advances in Economics and Econometrics","author":"Browning","year":"2007"},{"key":"2022090821465645200_B5","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511811241","volume-title":"Microeconometrics: Methods and Applications","author":"Cameron","year":"2005"},{"key":"2022090821465645200_B6","doi-asserted-by":"publisher","first-page":"1307","DOI":"10.1016\/S0047-2727(02)00223-2","article-title":"Do Changes in Pension Incentives Affect Retirement? 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