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Inconsistency of the Bootstrap when a Parameter Is on the Boundary of the Parameter Space
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- Eduardo Souza-Rodrigues & Adrian L. Torchiana & Ted Rosenbaum & Paul T. Scott, 2020. "Improving Estimates of Transitions from Satellite Data: A Hidden Markov Model Approach," Working Papers tecipa-672, University of Toronto, Department of Economics.
- Giuseppe Cavaliere & Iliyan Georgiev, 2020.
"Inference Under Random Limit Bootstrap Measures,"
Econometrica, Econometric Society, vol. 88(6), pages 2547-2574, November.
- Giuseppe Cavaliere & Iliyan Georgiev, 2019. "Inference under random limit bootstrap measures," Papers 1911.12779, arXiv.org, revised Dec 2019.
- Centorrino, Samuele & Pérez-Urdiales, María, 2023.
"Maximum likelihood estimation of stochastic frontier models with endogeneity,"
Journal of Econometrics, Elsevier, vol. 234(1), pages 82-105.
- Samuele Centorrino & Mar'ia P'erez-Urdiales, 2020. "Maximum Likelihood Estimation of Stochastic Frontier Models with Endogeneity," Papers 2004.12369, arXiv.org, revised Mar 2021.
- Centorrino, Samuele & Perez Urdiales, Maria, 2021. "Maximum Likelihood Estimation of Stochastic Frontier Models with Endogeneity," 95th Annual Conference, March 29-30, 2021, Warwick, UK (Hybrid) 312072, Agricultural Economics Society - AES.
- Giuseppe Cavaliere & Heino Bohn Nielsen & Anders Rahbek, 2017.
"On the Consistency of Bootstrap Testing for a Parameter on the Boundary of the Parameter Space,"
Journal of Time Series Analysis, Wiley Blackwell, vol. 38(4), pages 513-534, July.
- Giuseppe Cavaliere & Heino Bohn Nielsen & Anders Rahbek, 2016. "On the Consistency of Bootstrap Testing for a Parameter on the Boundary of the Parameter Space," Quaderni di Dipartimento 6, Department of Statistics, University of Bologna.
- Michael Jansson & Demian Pouzo, 2017.
"Towards a General Large Sample Theory for Regularized Estimators,"
Papers
1712.07248, arXiv.org, revised Jul 2020.
- Michael Jansson & Demian Pouzo, 2019. "Towards a general large sample theory for regularized estimators," CeMMAP working papers CWP63/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- DUFOUR, Jean-Marie & JOUINI, Tarek, 2005.
"Finite-Sample Simulation-Based Inference in VAR Models with Applications to Order Selection and Causality Testing,"
Cahiers de recherche
16-2005, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Jean-Marie Dufour & Tarek Jouini, 2005. "Finite-Sample Simulation-Based Inference in VAR Models with Applications to Order Selection and Causality Testing," CIRANO Working Papers 2005s-26, CIRANO.
- DUFOUR, Jean-Marie & JOUINI, Tarek, 2005. "Finite-Sample Simulation-Based Inference in VAR Models with Applications to Order Selection and Causality Testing," Cahiers de recherche 2005-12, Universite de Montreal, Departement de sciences economiques.
- Felbermayr, Gabriel & Gröschl, Jasmin & Heiland, Inga, 2022.
"Complex Europe: Quantifying the cost of disintegration,"
Journal of International Economics, Elsevier, vol. 138(C).
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- Gabriel Felbermayr & Jasmin Gröschl & Inga Heiland, 2023. "Complex Europe: Quantifying Cost of Disintegration," EconPol Policy Brief 48, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
- Donald W.K. Andrews & Sukjin Han, 2008. "Invalidity of the Bootstrap and the m Out of n Bootstrap for Interval Endpoints Defined by Moment Inequalities," Cowles Foundation Discussion Papers 1671, Cowles Foundation for Research in Economics, Yale University.
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"More on Confidence Intervals for Partially Identified Parameters,"
Econometrica, Econometric Society, vol. 77(4), pages 1299-1315, July.
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"Identification of time-varying transformation models with fixed effects, with an application to unobserved heterogeneity in resource shares,"
Journal of Econometrics, Elsevier, vol. 232(2), pages 576-597.
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- Young-Joo Kim & Myung Hwan Seo, 2017. "Is There a Jump in the Transition?," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 35(2), pages 241-249, April.
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"Monte Carlo tests with nuisance parameters: A general approach to finite-sample inference and nonstandard asymptotics,"
Journal of Econometrics, Elsevier, vol. 133(2), pages 443-477, August.
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- DUFOUR, Jean-Marie, 2005. "Monte Carlo Tests with Nuisance Parameters: A General Approach to Finite-Sample Inference and Nonstandard Asymptotics," Cahiers de recherche 03-2005, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
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"Analyzing Subjective Well-Being Data with Misclassification,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(2), pages 730-743, April.
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- Oparina, Ekaterina & Srisuma, Sorawoot, 2022. "Analyzing subjective well-being data with misclassification," LSE Research Online Documents on Economics 108543, London School of Economics and Political Science, LSE Library.
- Marcelo J. Moreira & Jack R. Porter & Gustavo A. Suarez, 2004.
"Bootstrap and Higher-Order Expansion Validity When Instruments May Be Weak,"
NBER Technical Working Papers
0302, National Bureau of Economic Research, Inc.
- Marcelo J. Moreira & Jack R. Porter & Gustavo A. Suarez, 2004. "Bootstrap and Higher-Order Expansion Validity When Instruments May Be Weak," Harvard Institute of Economic Research Working Papers 2048, Harvard - Institute of Economic Research.
- Krauth, Brian V., 2007.
"Peer and Selection Effects on Youth Smoking in California,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 288-298, July.
- Brian Krauth, 2004. "Peer and selection effects on youth smoking in California," HEW 0408002, University Library of Munich, Germany.
- Sauer, Johannes, 2006. "Monotonicity And Curvature - A Bootstrapping Approach," 46th Annual Conference, Giessen, Germany, October 4-6, 2006 14948, German Association of Agricultural Economists (GEWISOLA).
- Xuanling Yang & Dong Li, 2022. "Estimation of the empirical risk‐return relation: A generalized‐risk‐in‐mean model," Journal of Time Series Analysis, Wiley Blackwell, vol. 43(6), pages 938-963, November.
- Campo, Juan Carlos Chavez-Martin del, 2006. "Does Conditionality Generate Heterogeneity and Regressivity in Program Impacts? The Progresa Experience," Working Papers 127042, Cornell University, Department of Applied Economics and Management.
- Lee, Tae-Hwy & Tu, Yundong & Ullah, Aman, 2014.
"Nonparametric and semiparametric regressions subject to monotonicity constraints: Estimation and forecasting,"
Journal of Econometrics, Elsevier, vol. 182(1), pages 196-210.
- Tae-Hwy Lee & Yundong Tu & Aman Ullah, 2014. "Nonparametric and Semiparametric Regressions Subject to Monotonicity Constraints: Estimation and Forecasting," Working Papers 201404, University of California at Riverside, Department of Economics.
- Mehmet Caner & Dan Berkowitz & Ying Fang, 2006. "Are Nearly Exogenous Instruments Reliable?," Working Paper 207, Department of Economics, University of Pittsburgh, revised Jan 2006.
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"Validity Of Subsampling And “Plug-In Asymptotic” Inference For Parameters Defined By Moment Inequalities,"
Econometric Theory, Cambridge University Press, vol. 25(3), pages 669-709, June.
- Donald W.K. Andrews & Patrik Guggenberger, 2007. "Validity of Subsampling and "Plug-in Asymptotic" Inference for Parameters Defined by Moment Inequalities," Cowles Foundation Discussion Papers 1620, Cowles Foundation for Research in Economics, Yale University.
- Lok, Thomas M. & Tabri, Rami V., 2021. "An improved bootstrap test for restricted stochastic dominance," Journal of Econometrics, Elsevier, vol. 224(2), pages 371-393.
- Boccanfuso, Dorothée & Richard, Patrick & Savard, Luc, 2013.
"Parametric and nonparametric income distribution estimators in CGE micro-simulation modeling,"
Economic Modelling, Elsevier, vol. 35(C), pages 892-899.
- Dorothée Boccanfuso & Patrick Richard & Luc Savard, 2012. "Parametric and nonparametric income distribution estimators in CGE micro-simulation modeling," EcoMod2012 4631, EcoMod.
- Jean-Thomas Bernard & Lynda Khalaf & Maral Kichian, 2004. "Structural Change and Forecasting Long-Run Energy Prices," Staff Working Papers 04-5, Bank of Canada.
- David Brownstone & Robert Valletta, 2001. "The Bootstrap and Multiple Imputations: Harnessing Increased Computing Power for Improved Statistical Tests," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 129-141, Fall.
- Brian V. Krauth, 2005.
"Peer effects and selection effects on smoking among Canadian youth,"
Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 38(3), pages 735-757, August.
- Brian Krauth, 2005. "Peer effects and selection effects on smoking among Canadian youth," Canadian Journal of Economics, Canadian Economics Association, vol. 38(3), pages 735-757, August.
- Szilárd Nemes & Erik Bülow & Andreas Gustavsson, 2020. "A Brief Overview of Restricted Mean Survival Time Estimators and Associated Variances," Stats, MDPI, vol. 3(2), pages 1-13, May.
- Jean-Thomas Bernard & Ba Chu & Lynda Khalaf & Marcel Voia, 2019.
"Non-Standard Confidence Sets for Ratios and Tipping Points with Applications to Dynamic Panel Data,"
Annals of Economics and Statistics, GENES, issue 134, pages 79-108.
- Jean-Thomas Bernard & Ba Chu & Lynda Khalaf & Marcel-Cristian Voia, 2017. "Non-standard Confidence Sets for Ratios and Tipping Points with Applications to Dynamic Panel Data," Carleton Economic Papers 17-05, Carleton University, Department of Economics.
- Jean Thomas Bernard & Ba Chu & Lynda Khalaf & Marcel Voia, 2019. "Non-Standard Confidence Sets for Ratios and Tipping Points with Applications to Dynamic Panel Data," Post-Print hal-03549991, HAL.
- Gyungbae Park, 2024. "Debiased Machine Learning when Nuisance Parameters Appear in Indicator Functions," Papers 2403.15934, arXiv.org.
- Le-Yu Chen & Jerzy Szroeter, 2009.
"Hypothesis testing of multiple inequalities: the method of constraint chaining,"
CeMMAP working papers
13/09, Institute for Fiscal Studies.
- Le-Yu Chen & Jerzy Szroeter, 2009. "Hypothesis testing of multiple inequalities: the method of constraint chaining," CeMMAP working papers CWP13/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Pang Du & Christopher F. Parmeter & Jeffrey S. Racine, 2012. "Nonparametric Kernel Regression with Multiple Predictors and Multiple Shape Constraints," Department of Economics Working Papers 2012-08, McMaster University.
- Iglesias Emma M., 2011. "Constrained k-class Estimators in the Presence of Weak Instruments," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 15(4), pages 1-13, September.
- Kitagawa, Toru & Montiel Olea, José Luis & Payne, Jonathan & Velez, Amilcar, 2020.
"Posterior distribution of nondifferentiable functions,"
Journal of Econometrics, Elsevier, vol. 217(1), pages 161-175.
- Toru Kitagawa & José Luis Montiel Olea & Jonathan Payne & Amilcar Velez, 2019. "Posterior Distribution of Nondifferentiable Functions," Working Papers 147, Peruvian Economic Association.
- Toru Kitagawa & Jose Luis Montiel Olea & Jonathan Payne & Amilcar Velez, 2019. "Posterior distribution of nondifferentiable functions," CeMMAP working papers CWP17/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Khalaf, Lynda & Saphores, Jean-Daniel & Bilodeau, Jean-François, 2000.
"Simulation-Based Exact Tests with Unidentified Nuisance Parameters under the Null Hypothesis : the Case of Jumps Tests in Model with Conditional Heteroskedasticity,"
Cahiers de recherche
0004, Université Laval - Département d'économique.
- Khalaf, Lynda & Saphores, Jean-Daniel & Bilodeau, Jean-François, 2000. "Simulation-Based Exact Tests with Unidentified Nuisance Parameters Under the Null Hypothesis: the Case of Jumps Tests in Models with Conditional Heteroskedasticity," Cahiers de recherche 0004, GREEN.
- Bolduc, Denis & Khalaf, Lynda & Yélou, Clément, 2010. "Identification robust confidence set methods for inference on parameter ratios with application to discrete choice models," Journal of Econometrics, Elsevier, vol. 157(2), pages 317-327, August.
- Feiyu Jiang & Dong Li & Ke Zhu, 2019. "Non-standard inference for augmented double autoregressive models with null volatility coefficients," Papers 1905.01798, arXiv.org.
- Victor Chernozhukov & Whitney K. Newey & Andres Santos, 2023.
"Constrained Conditional Moment Restriction Models,"
Econometrica, Econometric Society, vol. 91(2), pages 709-736, March.
- Victor Chernozhukov & Whitney K. Newey & Andres Santos, 2015. "Constrained conditional moment restriction models," CeMMAP working papers CWP59/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Victor Chernozhukov & Whitney K. Newey & Andres Santos, 2015. "Constrained conditional moment restriction models," CeMMAP working papers 59/15, Institute for Fiscal Studies.
- Kawai, Keiichi, 2009. "Comparison of two treatments and inconsistency of bootstrap," Economics Letters, Elsevier, vol. 104(2), pages 96-98, August.
- Jiang, Feiyu & Li, Dong & Zhu, Ke, 2020. "Non-standard inference for augmented double autoregressive models with null volatility coefficients," Journal of Econometrics, Elsevier, vol. 215(1), pages 165-183.
- Hongyi Jiang & Zhenting Sun & Shiyun Hu, 2023. "A Nonparametric Test of $m$th-degree Inverse Stochastic Dominance," Papers 2306.12271, arXiv.org, revised Jul 2023.
- Yunmi Kim & Douglas Stone & Tae-Hwan Kim, 2021.
"Testing for structural breaks in return-based style regression models,"
Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 35(1), pages 61-76, March.
- Yunmi Kim & Douglas Stone & Tae-Hwan Kim, 2020. "Testing for Structural Breaks in Return-Based Style Regression Models," Working papers 2020rwp-165, Yonsei University, Yonsei Economics Research Institute.
- Yanqin Fan & Sang Soo Park, 2009.
"Partial identification of the distribution of treatment effects and its confidence sets,"
Advances in Econometrics, in: Nonparametric Econometric Methods, pages 3-70,
Emerald Group Publishing Limited.
- Fan, Yanqin & Park, Sang Soo, 2009. "Partial identification of the distribution of treatment effects and its confidence sets," MPRA Paper 37148, University Library of Munich, Germany.
- Christian Holzner & Andrey Launov, 2005.
"Search Equilibrium, Production Parameters and Social Returns to Education: Theory and Estimation,"
ifo Working Paper Series
23, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
- Launov, Andrey & Holzner, Christian, 2005. "Search Equilibrium, Production Parameters and Social Returns to Education: Theory and Estimation," W.E.P. - Würzburg Economic Papers 64, University of Würzburg, Department of Economics.
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- Andrey Launov & Christian Holzner, 2005. "Search Equilibrium, Production Parameters and Social Returns to Education: Theory and Estimation," 2005 Meeting Papers 604, Society for Economic Dynamics.
- Galichon, Alfred & Henry, Marc, 2009.
"A test of non-identifying restrictions and confidence regions for partially identified parameters,"
Journal of Econometrics, Elsevier, vol. 152(2), pages 186-196, October.
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- Cavaliere, Giuseppe & Nielsen, Heino Bohn & Pedersen, Rasmus Søndergaard & Rahbek, Anders, 2022.
"Bootstrap inference on the boundary of the parameter space, with application to conditional volatility models,"
Journal of Econometrics, Elsevier, vol. 227(1), pages 241-263.
- Giuseppe Cavaliere & Heino Bohn Nielsen & Rasmus Søndergaard Pedersen & Anders Rahbek, 2018. "Bootstrap Inference On The Boundary Of The Parameter Space With Application To Conditional Volatility Models," Discussion Papers 18-10, University of Copenhagen. Department of Economics.
- Javier Mencía & Enrique Sentana, 2012.
"Distributional Tests in Multivariate Dynamic Models with Normal and Student-t Innovations,"
The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 133-152, February.
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- Javier Mencía & Enrique Sentana, 2009. "Distributional tests in multivariate dynamic models with Normal and Student t innovations," Working Papers 0929, Banco de España.
- Thomas DeLeire & Shakeeb Khan & Christopher Timmins, 2013.
"Roy Model Sorting And Nonrandom Selection In The Valuation Of A Statistical Life,"
International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(1), pages 279-306, February.
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- Thomas Demuynck, 2018.
"Testing the homogeneous marginal utility of income assumption,"
Econometric Reviews, Taylor & Francis Journals, vol. 37(10), pages 1120-1136, November.
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"Bounding average treatment effects: A linear programming approach,"
Economics Letters, Elsevier, vol. 137(C), pages 75-77.
- Thomas Demuynck, 2015. "Bounding average treatment effects: a linear programming approach," ULB Institutional Repository 2013/251994, ULB -- Universite Libre de Bruxelles.
- Demuynck, T., 2015. "Bounding average treatment effects : a linear programming approach," Research Memorandum 027, Maastricht University, Graduate School of Business and Economics (GSBE).
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IZA Discussion Papers
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Journal of Econometrics, Elsevier, vol. 224(1), pages 161-180.
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Journal of Econometrics, Elsevier, vol. 200(2), pages 363-377.
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"Subvector inference when the true parameter vector may be near or at the boundary,"
Journal of Econometrics, Elsevier, vol. 207(2), pages 285-306.
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"Consumption inequality across heterogeneous families,"
European Economic Review, Elsevier, vol. 136(C).
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- Alexandros Theloudis, 2021. "Consumption Inequality across Heterogeneous Families," LISER Working Paper Series 2021-04, Luxembourg Institute of Socio-Economic Research (LISER).
- THELOUDIS Alexandros, 2017. "Consumption Inequality across Heterogeneous Families," LISER Working Paper Series 2017-18, Luxembourg Institute of Socio-Economic Research (LISER).
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