Joel L. Horowitz - Publications

Affiliations: 
University of Iowa, Iowa City, IA 
Area:
General Economics, Labor Economics, Statistics

110 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Horowitz JL, Nesheim L. Using penalized likelihood to select parameters in a random coefficients multinomial logit model Journal of Econometrics. DOI: 10.1920/Wp.Cem.2019.5019  0.483
2018 Horowitz JL. Bootstrap methods in econometrics Annual Review of Economics. 11: 193-224. DOI: 10.1146/Annurev-Economics-080218-025651  0.487
2017 Horowitz JL, Krishnamurthy A. A bootstrap method for constructing pointwise and uniform confidence bands for conditional quantile functions Statistica Sinica. 28: 2609-2632. DOI: 10.1920/Wp.Cem.2017.0117  0.416
2017 Blundell R, Horowitz JL, Parey M. Nonparametric Estimation of a Nonseparable Demand Function under the Slutsky Inequality Restriction The Review of Economics and Statistics. 99: 291-304. DOI: 10.1162/Rest_A_00636  0.476
2016 Florens J, Horowitz JL, Keilegom Iv. Bias-Corrected Confidence Intervals in a Class of Linear Inverse Problems Annals of Economics and Statistics. 128: 203-228. DOI: 10.1920/Wp.Cem.2016.1916  0.468
2015 Fu JM, Horowitz JL, Parey M. Testing exogeneity in nonparametric instrumental variables identified by conditional quantile restrictions Econometrics Journal. DOI: 10.1920/Wp.Cem.2015.6815  0.444
2015 Horowitz JL. Variable selection and estimation in high-dimensional models Canadian Journal of Economics. DOI: 10.1111/Caje.12130  0.436
2015 Horowitz JL, Lee S(. Nonparametric estimation and inference under shape restrictions Journal of Econometrics. 201: 108-126. DOI: 10.1016/J.Jeconom.2017.06.019  0.459
2014 Horowitz JL. Ill-posed inverse problems in economics Annual Review of Economics. 6: 21-51. DOI: 10.1146/Annurev-Economics-080213-041213  0.418
2014 Horowitz JL. Adaptive nonparametric instrumental variables estimation: Empirical choice of the regularization parameter Journal of Econometrics. 180: 158-173. DOI: 10.1016/J.Jeconom.2014.03.006  0.456
2013 Horowitz JL, Huang J. Penalized estimation of high-dimensional models under a generalized sparsity condition Statistica Sinica. 23: 725-748. DOI: 10.5705/ss.2010.290  0.33
2013 Hall P, Horowitz J. A simple bootstrap method for constructing nonparametric confidence bands for functions Annals of Statistics. 41: 1892-1921. DOI: 10.1214/13-Aos1137  0.425
2012 Blundell R, Horowitz JL, Parey M. Measuring the price responsiveness of gasoline demand: Economic shape restrictions and nonparametric demand estimation: Price responsiveness of gasoline demand Quantitative Economics. 3: 29-51. DOI: 10.3982/Qe91  0.347
2012 Horowitz JL, Huang J. Penalized estimation of high-dimensional models under a generalized sparsity condition Statistica Sinica. 23: 725-748. DOI: 10.1920/Wp.Cem.2012.1712  0.443
2012 Blundell R, Horowitz JL, Parey M. Measuring the price responsiveness of gasoline demand: Economic shape restrictions and nonparametric demand estimation Quantitative Economics. 3: 29-51. DOI: 10.1920/Wp.Cem.2011.24111  0.427
2012 Horowitz JL, Lee S. Uniform confidence bands for functions estimated nonparametrically with instrumental variables Journal of Econometrics. 168: 175-188. DOI: 10.1016/J.Jeconom.2011.12.001  0.422
2012 Horowitz JL. Specification testing in nonparametric instrumental variable estimation Journal of Econometrics. 167: 383-396. DOI: 10.1016/J.Jeconom.2011.09.023  0.375
2011 Horowitz JL. Applied Nonparametric Instrumental Variables Estimation Econometrica. 79: 347-394. DOI: 10.3982/Ecta8662  0.497
2011 Horowitz JL, Mammen E. Oracle-efficient nonparametric estimation of an additive model with an unknown link function Econometric Theory. 27: 582-608. DOI: 10.1017/S0266466610000411  0.475
2010 Huang J, Horowitz JL, Wei F. VARIABLE SELECTION IN NONPARAMETRIC ADDITIVE MODELS. Annals of Statistics. 38: 2282-2313. PMID 21127739 DOI: 10.1214/09-Aos781  0.357
2010 Thill J, Horowitz JL. Estimating a Destination-Choice Model from a Choice-based Sample with Limited Information Geographical Analysis. 23: 298-315. DOI: 10.1111/J.1538-4632.1991.Tb00241.X  0.459
2009 Bugni FA, Hall P, Horowitz JL, Neumann GR. Goodness-of-fit tests for functional data Econometrics Journal. 12. DOI: 10.1111/J.1368-423X.2008.00266.X  0.401
2009 Horowitz JL, Lee S. Testing a parametric quantile-regression model with an endogenous explanatory variable against a nonparametric alternative Journal of Econometrics. 152: 141-152. DOI: 10.1016/J.Jeconom.2009.01.003  0.421
2008 Huang J, Horowitz JL, Ma S. Asymptotic properties of bridge estimators in sparse high-dimensional regression models Annals of Statistics. 36: 587-613. DOI: 10.1214/009053607000000875  0.474
2007 Horowitz JL. Semiparametric and Nonparametric Methods in Econometrics Oberwolfach Reports. 4: 833-886. DOI: 10.4171/Owr/2007/15  0.378
2007 Horowitz JL, Mammen E. Rate-optimal estimation for a general class of nonparametric regression models with unknown link functions Annals of Statistics. 35: 2589-2619. DOI: 10.1214/009053607000000415  0.463
2007 Hall P, Horowitz JL. Methodology and convergence rates for functional linear regression Annals of Statistics. 35: 70-91. DOI: 10.1214/009053606000000957  0.398
2007 Horowitz JL. Asymptotic normality of a nonparametric instrumental variables estimator International Economic Review. 48: 1329-1349. DOI: 10.1111/J.1468-2354.2007.00464.X  0.451
2007 Horowitz JL, Lee S. Nonparametric instrumental variables estimation of a quantile regression model Econometrica. 75: 1191-1208. DOI: 10.1111/J.1468-0262.2007.00786.X  0.478
2007 Blundell R, Horowitz JL. A non-parametric test of exogeneity Review of Economic Studies. 74: 1035-1058. DOI: 10.1111/J.1467-937X.2007.00458.X  0.417
2007 Horowitz JL. Comments on: Nonparametric inference with generalized likelihood ratio tests Test. 16: 459-461. DOI: 10.1007/S11749-007-0086-2  0.347
2006 Horowitz JL, Klemelä J, Mammen E. Optimal estimation in additive regression models Bernoulli. 12: 271-298. DOI: 10.3150/Bj/1145993975  0.463
2006 Horowitz JL. Testing a parametric model against a nonparametric alternative with identification through instrumental variables Econometrica. 74: 521-538. DOI: 10.1111/J.1468-0262.2006.00670.X  0.426
2006 Horowitz JL, Lobato IN, Nankervis JC, Savin NE. Bootstrapping the Box-Pierce Q test: A robust test of uncorrelatedness Journal of Econometrics. 133: 841-862. DOI: 10.1016/J.Jeconom.2005.06.014  0.335
2006 Horowitz JL, Manski CF. Identification and estimation of statistical functionals using incomplete data Journal of Econometrics. 132: 445-459. DOI: 10.1016/J.Jeconom.2005.02.007  0.435
2005 Horowitz JL, Lee S. Nonparametric estimation of an additive quantile regression model Journal of the American Statistical Association. 100: 1238-1249. DOI: 10.1920/Wp.Cem.2004.0704  0.47
2005 Hall P, Horowitz JL. Nonparametric methods for inference in the presence of instrumental variables Annals of Statistics. 33: 2904-2929. DOI: 10.1214/009053605000000714  0.397
2004 Horowitz JL, Mammen E. Nonparametric estimation of an additive model with a link function Annals of Statistics. 32: 2412-2443. DOI: 10.1214/009053604000000814  0.495
2004 Horowitz JL, Lee S. Semiparametric estimation of a panel data proportional hazards model with fixed effects Journal of Econometrics. 119: 155-198. DOI: 10.1016/S0304-4076(03)00203-3  0.502
2003 Horowitz JL. The Bootstrap in Econometrics Statistical Science. 18: 211-218. DOI: 10.1214/Ss/1063994976  0.413
2003 Härdle WK, Horowitz JL, Kreiss J. Bootstrap Methods For Time Series International Statistical Review. 71: 435-459. DOI: 10.1111/J.1751-5823.2003.Tb00485.X  0.458
2003 Horowitz JL. Bootstrap methods for Markov processes Econometrica. 71: 1049-1082. DOI: 10.1111/1468-0262.00439  0.402
2003 Horowitz JL, Manski CF, Ponomareva M, Stoye J. Computation of Bounds on Population Parameters When the Data Are Incomplete Reliable Computing. 9: 419-440. DOI: 10.1023/A:1025865520086  0.418
2002 Horowitz JL, Spokoiny VG. An adaptive, rate-optimal test of linearity for median regression models Journal of the American Statistical Association. 97: 822-835. DOI: 10.1198/016214502388618627  0.397
2002 Horowitz JL, Lee S. Semiparametric methods in applied econometrics: do the models fit the data?: Statistical Modelling. 2: 3-22. DOI: 10.1191/1471082X02St024Oa  0.511
2002 Horowitz JL. Bootstrap critical values for tests based on the smoothed maximum score estimator Journal of Econometrics. 111: 141-167. DOI: 10.1016/S0304-4076(02)00102-1  0.468
2001 Horowitz JL, Savin NE. Binary response models: Logits, probits and semiparametrics Journal of Economic Perspectives. 15: 43-56. DOI: 10.1257/Jep.15.4.43  0.43
2001 Horowitz JL, Spokoiny VG. An adaptive, rate-optimal test of a parametric mean-regression model against a nonparametric alternative Econometrica. 69: 599-631. DOI: 10.1111/1468-0262.00207  0.392
2001 Horowitz JL. Nonparametric estimation of a generalized additive model with an unknown link function Econometrica. 69: 499-513. DOI: 10.1111/1468-0262.00200  0.508
2001 Horowitz JL. Chapter 52 The Bootstrap Handbook of Econometrics. 5: 3159-3228. DOI: 10.1016/S1573-4412(01)05005-X  0.472
2000 Horowitz JL, Manski CF. Nonparametric Analysis of Randomized Experiments With Missing Covariate and Outcome Data Journal of the American Statistical Association. 95: 77-84. DOI: 10.1080/01621459.2000.10473902  0.331
2000 Horowitz JL, Savin NB. Empirically relevant critical values for hypothesis tests: A bootstrap approach Journal of Econometrics. 95: 375-389. DOI: 10.1016/S0304-4076(99)00042-1  0.356
1999 Horowitz JL. Semiparametric estimation of a proportional hazard model with unobserved heterogeneity Econometrica. 67: 1001-1028. DOI: 10.1111/1468-0262.00068  0.472
1999 Gørgens T, Horowitz JL. Semiparametric estimation of a censored regression model with an unknown transformation of the dependent variable Journal of Econometrics. 90: 155-191. DOI: 10.1016/S0304-4076(98)00040-2  0.484
1998 Horowitz JL. Bootstrap methods for median regression models Econometrica. 66: 1327-1351. DOI: 10.2307/2999619  0.484
1998 Horowitz JL. Bootstrap methods for covariance structures Journal of Human Resources. 33: 39-61. DOI: 10.2307/146314  0.487
1998 Horowitz JL, Manski CF. Censoring of outcomes and regressors due to survey nonresponse: Identification and estimation using weights and imputations Journal of Econometrics. 84: 37-58. DOI: 10.1016/S0304-4076(97)00077-8  0.404
1998 Horowitz JL. Semiparametric methods in econometrics Journal of the American Statistical Association. 94: 1388. DOI: 10.1007/978-1-4612-0621-7  0.509
1997 Thill JC, Horowitz JL. Travel-time constraints on destination-choice sets Geographical Analysis. 29: 108-123. DOI: 10.1111/J.1538-4632.1997.Tb00951.X  0.351
1997 Horowitz JL, Manski CF. 16 What can be learned about population parameters when the date are contaminated Handbook of Statistics. 15: 439-466. DOI: 10.1016/S0169-7161(97)15018-0  0.465
1996 Horowitz JL, Markatou M. Semiparametric Estimation of Regression Models for Panel Data Review of Economic Studies. 63: 145-168. DOI: 10.2307/2298119  0.455
1996 Horowitz JL. Semiparametric estimation of a regression model with an unknown transformation of the dependent variable Econometrica. 64: 103-137. DOI: 10.2307/2171926  0.469
1996 Hall P, Horowitz JL. Bootstrap critical values for tests based on generalized-method-of-moments estimators Econometrica. 64: 891-916. DOI: 10.2307/2171849  0.433
1996 Horowitz JL, Härdle W. Direct semiparametric estimation of single-index models with discrete covariates Journal of the American Statistical Association. 91: 1632-1640. DOI: 10.1080/01621459.1996.10476732  0.478
1995 Markatou M, Horowitz JL. Robust scale estimation in the error-components model using the empirical characteristic function Canadian Journal of Statistics. 23: 369-381. DOI: 10.2307/3315381  0.489
1995 Horowitz JL, Manski CF. Identification and Robustness with Contaminated and Corrupted Data Econometrica. 63: 281-302. DOI: 10.2307/2951627  0.461
1995 Hall P, Horowitz JL, Jing BY. On blocking rules for the bootstrap with dependent data Biometrika. 82: 561-574. DOI: 10.1093/Biomet/82.3.561  0.409
1995 Horowitz JL. Bootstrap Methods in Econometrics: Theory and Numerical Performance Econometrics. DOI: 10.1017/Cbo9781139051996.007  0.467
1995 Horowitz JL, Louviere JJ. What is the role of consideration sets in choice modeling? International Journal of Research in Marketing. 12: 39-54. DOI: 10.1016/0167-8116(95)00004-L  0.375
1995 Markatou M, Horowitz JL, Lenth RV. Robust scale estimation based on the the empirical characteristic function Statistics and Probability Letters. 25: 185-192. DOI: 10.1016/0167-7152(94)00221-S  0.416
1994 Horowitz JL, Härdle W. Testing a Parametric Model Against a Semiparametric Alternative Econometric Theory. 10: 821-848. DOI: 10.1017/S0266466600008872  0.399
1994 Horowitz JL. Bootstrap-based critical values for the information matrix test Journal of Econometrics. 61: 395-411. DOI: 10.1016/0304-4076(94)90092-2  0.323
1994 Horowitz JL, Bolduc D, Divakar S, Geweke J, Gönül F, Hajivassiliou V, Koppelman FS, Keane M, Matzkin R, Rossi P, Ruud P. Advances in random utility models report of the workshop on advances in random utility models duke invitational symposium on choice modeling behavior Marketing Letters. 5: 311-322. DOI: 10.1007/Bf00999207  0.447
1993 Horowitz JL, Louviere JJ. Testing Predicted Choices Against Observations in Probabilistic Discrete-Choice Models Marketing Science. 12: 270-279. DOI: 10.1287/Mksc.12.3.270  0.365
1993 Horowitz JL. Optimal rates of convergence of parameter estimators in the binary response model with weak distributional assumptions Econometric Theory. 9: 1-18. DOI: 10.1017/S0266466600007301  0.453
1993 Horowitz JL. 2 Semiparametric and nonparametric estimation of quantal response models Handbook of Statistics. 11: 45-72. DOI: 10.1016/S0169-7161(05)80037-9  0.469
1993 Horowitz JL. Semiparametric estimation of a work-trip mode choice model Journal of Econometrics. 58: 49-70. DOI: 10.1016/0304-4076(93)90113-J  0.482
1992 Horowitz JL. A Smoothed Maximum Score Estimator for the Binary Response Model Econometrica. 60: 505-531. DOI: 10.2307/2951582  0.499
1992 Horowitz JL, Neumann GR. A generalized moments specification test of the proportional hazards model Journal of the American Statistical Association. 87: 234-240. DOI: 10.1080/01621459.1992.10475197  0.411
1992 Horowitz JL. The role of the list price in housing markets: Theory and an econometric model Journal of Applied Econometrics. 7: 115-129. DOI: 10.1002/Jae.3950070202  0.345
1991 Horowitz JL. Modeling the choice of choice set in discrete-choice random-utility models Environment and Planning A. 23: 1237-1246. DOI: 10.1068/A231237  0.359
1991 Horowitz JL. Reconsidering the multinomial probit model Transportation Research Part B. 25: 433-438. DOI: 10.1016/0191-2615(91)90036-I  0.424
1991 McAlister LM, Srivastava R, Horowitz J, Jones M, Kamakura W, Kulchitsky J, Ratchford B, Russel G, Sultan F, Yai T, Weiss D, Winer R. Incorporating choice dynamics in models of consumer behavior Marketing Letters. 2: 241-252. DOI: 10.1007/Bf02404075  0.352
1990 Horowitz JL. Analog Estimation Methods in Econometrics Charles F. Manski New York: Chapman and Hall, 1988, 150pp., $45.00 Econometric Theory. 6: 268-272. DOI: 10.1017/S0266466600005132  0.346
1990 Hall P, Horowitz JL. Bandwidth Selection in Semiparametric Estimation of Censored Linear Regression Models Econometric Theory. 6: 123-150. DOI: 10.1017/S0266466600005089  0.496
1989 Horowitz JL, Neumann GR. Computational and statistical efficiency of semiparametric gls estimators Econometric Reviews. 8: 223-225. DOI: 10.1080/07474938908800172  0.429
1989 Horowitz JL, Neumann GR. Specification testing in censored regression models: Parametric and semiparametric methods Journal of Applied Econometrics. 4: 61-86. DOI: 10.1002/Jae.3950040505  0.467
1988 Horowitz JL. The asymptotic efficiency of semiparametric estimators for censored linear regression models Empirical Economics. 13: 123-140. DOI: 10.1007/Bf01972444  0.509
1988 Horowitz JL. Specification tests for probabilistic discrete choice models of consumer behaviour Behavioural Modelling in Geography and Planning. 124-137.  0.315
1987 Horowitz JL, Neumann GR, Card DE, Farber HS. Comments on Semiparametric Estimation of Employment Duration Models Econometric Reviews. 6: 41-54. DOI: 10.1080/07474938708800121  0.474
1987 Horowitz JL, Neumann GR. Semiparametric estimation of employment duration models Econometric Reviews. 6: 5-40. DOI: 10.1080/07474938708800120  0.519
1987 Horowitz JL. Specification Tests for Nested Logit Models Environment and Planning A. 19: 395-402. DOI: 10.1068/A190395  0.492
1987 Horowitz JL. Identification and stochastic specification in Rosen's hedonic price model Journal of Urban Economics. 22: 165-173. DOI: 10.1016/0094-1190(87)90038-6  0.446
1986 Horowitz JL. A distribution-free least squares estimator for censored linear regression models Journal of Econometrics. 32: 59-84. DOI: 10.1016/0304-4076(86)90012-6  0.51
1986 Horowitz JL. Bidding models of housing markets Journal of Urban Economics. 20: 168-190. DOI: 10.1016/0094-1190(86)90005-7  0.351
1985 Horowitz JL. Testing probabilistic discrete choice models of travel demand by comparing predicted and observed aggregate choice shares Transportation Research Part B. 19: 17-38. DOI: 10.1016/0191-2615(85)90027-X  0.413
1984 Horowitz JL. Estimating compensating and equivalent income variations from hedonic price models Economics Letters. 14: 303-308. DOI: 10.1016/0165-1765(84)90002-8  0.443
1983 Horowitz JL. Statistical comparison of non-nested probabilistic discrete choice models Transportation Science. 17: 319-350. DOI: 10.1287/Trsc.17.3.319  0.442
1982 Horowitz JL, Sparmann JM, Daganzo CF. An Investigation of the Accuracy of the Clark Approximation for the Multinomial Probit Model Transportation Science. 16: 382-401. DOI: 10.1287/Trsc.16.3.382  0.461
1982 Horowitz JL. Statistical estimation of the parameters of Daganzo's gap acceptance model Transportation Research Part B. 16: 373-381. DOI: 10.1016/0191-2615(82)90019-4  0.499
1982 Horowitz J. Specification tests for probabilistic choice models Transportation Research Part a: General. 16: 383-394. DOI: 10.1016/0191-2607(82)90066-8  0.428
1982 Horowitz J. Modeling traveler responses to alternative gasoline allocation plans Transportation Research Part a: General. 16: 117-133. DOI: 10.1016/0191-2607(82)90004-8  0.382
1981 Horowitz J. Testing the Multinomial Logit Model against the Multinomial Probit Model without Estimating the Probit Parameters Transportation Science. 15: 153-163. DOI: 10.1287/Trsc.15.2.153  0.485
1981 Horowitz J. Identification and diagnosis of specification errors in the multinomial logit model Transportation Research Part B. 15: 345-360. DOI: 10.1016/0191-2615(81)90019-9  0.402
1980 Horowitz J. Extreme values from a nonstationary stochastic process: An application to air quality analysis Technometrics. 22: 469-478. DOI: 10.1080/00401706.1980.10486195  0.319
1980 Horowitz J. A Utility Maximizing Model Of The Demand For Multi-Destination Non-Work Travel Transportation Research Part B-Methodological. 14: 369-386. DOI: 10.1016/0191-2615(80)90017-X  0.364
1980 Horowitz J. The Accuracy Of The Multinomial Logit Model As An Approximation To The Multinomial Probit Model Of Travel Demand Transportation Research Part B-Methodological. 14: 331-341. DOI: 10.1016/0191-2615(80)90013-2  0.496
1979 Horowitz J, Barakat S. Statistical analysis of the maximum concentration of an air pollutant: Effects of autocorrelation and non-stationarity Atmospheric Environment. 13: 811-818. DOI: 10.1016/0004-6981(79)90272-5  0.324
1973 Horowitz J. The Effectiveness and Cost of Retrofit For Reducing Automobile Emissions Journal of the Air Pollution Control Association. 23: 395-418. PMID 4122658 DOI: 10.1080/00022470.1973.10469785  0.313
1973 Horowitz J. Inspection and Maintenance for Reducing Automobile Emissions: Effectiveness and Cost Journal of the Air Pollution Control Association. 23: 273-276. PMID 4120604 DOI: 10.1080/00022470.1973.10469773  0.318
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