Parametrization, Prior Independence, and the Semiparametric Bernstein-von Mises Theorem for the Partially Linear Model
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2018.
"Double/debiased machine learning for treatment and structural parameters,"
Econometrics Journal, Royal Economic Society, vol. 21(1), pages 1-68, February.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2017. "Double/Debiased Machine Learning for Treatment and Structural Parameters," NBER Working Papers 23564, National Bureau of Economic Research, Inc.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney K. Newey & James Robins, 2017. "Double/debiased machine learning for treatment and structural parameters," CeMMAP working papers CWP28/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney K. Newey & James Robins, 2017. "Double/debiased machine learning for treatment and structural parameters," CeMMAP working papers 28/17, Institute for Fiscal Studies.
- Olley, G Steven & Pakes, Ariel, 1996.
"The Dynamics of Productivity in the Telecommunications Equipment Industry,"
Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
- G. Steven Olley & Ariel Pakes, 1992. "The Dynamics of Productivity in the Telecommunications Equipment Industry," NBER Working Papers 3977, National Bureau of Economic Research, Inc.
- George S Olley & Ariel Pakes, 1992. "The Dynamics Of Productivity In The Telecommunications Equipment Industry," Working Papers 92-2, Center for Economic Studies, U.S. Census Bureau.
- Norets, Andriy, 2015. "Bayesian regression with nonparametric heteroskedasticity," Journal of Econometrics, Elsevier, vol. 185(2), pages 409-419.
- Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
- Jean-Pierre Florens & Anna Simoni, 2021.
"Gaussian Processes and Bayesian Moment Estimation,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(2), pages 482-492, March.
- Jean-Pierre Florens & Anna Simoni, 2015. "Gaussian processes and Bayesian moment estimation," Working Papers 2015-09, Center for Research in Economics and Statistics.
- Jean-Pierre Florens & Anna Simoni, 2019. "Gaussian Processes and Bayesian Moment Estimation," Post-Print hal-02903252, HAL.
- Ghosal,Subhashis & van der Vaart,Aad, 2017. "Fundamentals of Nonparametric Bayesian Inference," Cambridge Books, Cambridge University Press, number 9780521878265.
- James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
- Chamberlain, Gary, 1992. "Efficiency Bounds for Semiparametric Regression," Econometrica, Econometric Society, vol. 60(3), pages 567-596, May.
- Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-954, July.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Xiaohong Chen & Andres Santos, 2018.
"Overidentification in Regular Models,"
Econometrica, Econometric Society, vol. 86(5), pages 1771-1817, September.
- Xiaohong Chen & Andres Santos, 2015. "Overidentification in Regular Models," Cowles Foundation Discussion Papers 1999, Cowles Foundation for Research in Economics, Yale University.
- Xiaohong Chen & Andres Santos, 2015. "Overidentification in Regular Models," Cowles Foundation Discussion Papers 1999R, Cowles Foundation for Research in Economics, Yale University, revised Jun 2018.
- Florin Maican & Matilda Orth, 2017.
"Productivity Dynamics and the Role of ‘Big-Box’ Entrants in Retailing,"
Journal of Industrial Economics, Wiley Blackwell, vol. 65(2), pages 397-438, June.
- Maican, Florin & Orth, Matilda, 2008. "Productivity Dynamics and the Role of “Big-Box” Entrants in Retailing," Working Papers in Economics 328, University of Gothenburg, Department of Economics.
- Maican, Florin & Orth, Matilda, 2012. "Productivity Dynamics and the Role of “Big-Box” Entrants in Retailing," Working Paper Series 898, Research Institute of Industrial Economics, revised 31 Aug 2015.
- Duc-Anh Le & Phu Nguyen-Van & Thi Kim Cuong Pham, 2016. "Public expenditure, growth and productivity of Vietnam’s provinces," Working Papers of BETA 2016-17, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
- Victor Aguirregabiria & Margaret Slade, 2017.
"Empirical models of firms and industries,"
Canadian Journal of Economics, Canadian Economics Association, vol. 50(5), pages 1445-1488, December.
- Victor Aguirregabiria & Margaret Slade, 2017. "Empirical models of firms and industries," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 50(5), pages 1445-1488, December.
- Victor Aguirregabiria & Margaret Slade, 2017. "Empirical Models of Firms and Industries," Working Papers tecipa-580, University of Toronto, Department of Economics.
- Aguirregabiria, Victor & Slade, Margaret E., 2017. "Empirical Models of Firms and Industries," Microeconomics.ca working papers margaret_e._slade-2017-4, Vancouver School of Economics, revised 27 Apr 2017.
- Aguirregabiria, Victor & Slade, Margaret, 2017. "Empirical Models of Firms and Industries," CEPR Discussion Papers 12074, C.E.P.R. Discussion Papers.
- Kasahara, Hiroyuki & Liang, Yawen & Rodrigue, Joel, 2016.
"Does importing intermediates increase the demand for skilled workers? Plant-level evidence from Indonesia,"
Journal of International Economics, Elsevier, vol. 102(C), pages 242-261.
- Hiroyuki Kasahara & Yawen Liang & Joel Rodrigue, 2013. "Does Importing Intermediates Increase the Demand for Skilled Workers? Plant-level Evidence from Indonesia," CESifo Working Paper Series 4463, CESifo.
- Song, Suyong, 2015. "Semiparametric estimation of models with conditional moment restrictions in the presence of nonclassical measurement errors," Journal of Econometrics, Elsevier, vol. 185(1), pages 95-109.
- Phu Nguyen-Van & Thi Kim Cuong Pham & Duc-Anh Le, 2019.
"Productivity and public expenditure: a structural estimation for Vietnam’s provinces,"
Asia-Pacific Journal of Regional Science, Springer, vol. 3(1), pages 95-120, February.
- Phu Nguyen-Van & Thi Kim Cuong Pham & Duc-Anh Le, 2019. "Productivity and public expenditure : a structural estimation for Vietnam’s provinces," Post-Print hal-02481650, HAL.
- Paul, Bino & Patnaik, Unmesh & Sahu, Santosh Kumar & Awasthi, Mansi, 2020. "What Does Increasing Labour Homogeneity Mean for Indian Manufacturing?," MPRA Paper 102904, University Library of Munich, Germany.
- Yismaw Ayelign & Lakhwinder Singh, 2019. "Comparison of Recent Developments in Productivity Estimation: Application on Ethiopian Manufacturing Sector," Academic Journal of Economic Studies, Faculty of Finance, Banking and Accountancy Bucharest,"Dimitrie Cantemir" Christian University Bucharest, vol. 5(3), pages 20-31, September.
- Lien, Gudbrand & Kumbhakar, Subal C. & Alem, Habtamu, 2018. "Endogeneity, heterogeneity, and determinants of inefficiency in Norwegian crop-producing farms," International Journal of Production Economics, Elsevier, vol. 201(C), pages 53-61.
- Jooyoung Cha & Harold D. Chiang & Yuya Sasaki, 2021. "Inference in high-dimensional regression models without the exact or $L^p$ sparsity," Papers 2108.09520, arXiv.org, revised Dec 2022.
- Hou, Zhezhi & Jin, Man & Kumbhakar, Subal C., 2020. "Productivity spillovers and human capital: A semiparametric varying coefficient approach," European Journal of Operational Research, Elsevier, vol. 287(1), pages 317-330.
- Ensar Yılmaz & Zeynep Kaplan, 2022. "Heterogeneity of market power: firm-level evidence," Economic Change and Restructuring, Springer, vol. 55(2), pages 1207-1228, May.
- Andrés César & Guillermo Falcone, 2020.
"Heterogeneous Effects of Chinese Import Competition on Chilean Manufacturing Plants,"
Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 1-60, December.
- César, Andrés & Falcone, Guillermo, 2017. "Heterogeneous effects of Chinese import competition on Chilean manufacturing plants," MPRA Paper 110075, University Library of Munich, Germany, revised Dec 2019.
- Roberto Martino & Phu Nguyen-Van, 2014.
"Labour market regulation and fiscal parameters: A structural model for European regions,"
Working Papers of BETA
2014-19, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
- Roberto Martino & Phu Nguyen-Van, 2015. "Labour market regulation and fiscal parameters: a structural model for European regions," Discussion Papers 2015/200, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
- Bournakis, Ioannis & Tsionas, Mike G., 2023. "A Non-Parametric Estimation of Productivity with Idiosyncratic and Aggregate Shocks: The Role of Research and Development (R&D) and Corporate Tax," MPRA Paper 118100, University Library of Munich, Germany.
- Gonzalo Varela & Juan Pedro Gambetta & Federico Ganz & Andreas Eberhard & Sebastian Franco & Stefania Lovo, 2020. "Import Duties and Performance," World Bank Publications - Reports 33886, The World Bank Group.
- Jan De Loecker & Jozef Konings, 2003.
"Creative Destruction and Productivity Growth in an Emerging Economy Evidence from Slovenian Manufacturing,"
LICOS Discussion Papers
13803, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
- Konings, Jozef & De loecker, Jan, 2004. "Creative Destruction and Productivity Growth in an Emerging Economy: Evidence from Slovenian Manufacturing," CEPR Discussion Papers 4238, C.E.P.R. Discussion Papers.
- Jan De Loecker & Joep Konings, 2004. "Creative destruction and productivity growth in an emerging economy: evidence from Slovenian manufacturing," Working Papers of Department of Economics, Leuven 507410, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
- De Loecker, Jan & Konings, Jozef, 2003. "Creative Destruction and Productivity Growth in an Emerging Economy: Evidence from Slovenian Manufacturing," IZA Discussion Papers 971, Institute of Labor Economics (IZA).
- Stefania Lovo & Gonzalo Varela, 2022.
"Internationally Linked Firms and Productivity in Pakistan: A Look at the Top End of the Distribution,"
Journal of Development Studies, Taylor & Francis Journals, vol. 58(10), pages 2110-2131, October.
- Stefania Lovo & Gonzalo Varela, 2022. "Internationally Linked Firms and Productivity in Pakistan: A Look at the Top End of the Distribution," Working Papers 7, SITES.
- Aragón, Fernando M. & Restuccia, Diego & Rud, Juan Pablo, 2022.
"Are small farms really more productive than large farms?,"
Food Policy, Elsevier, vol. 106(C).
- Fernando M. Aragon Sanchez & Diego Restuccia & Juan Pablo Rud, 2019. "Are Small Farms Really more Productive than Large Farms?," NBER Working Papers 26331, National Bureau of Economic Research, Inc.
- Fernando M. Aragón & Diego Restuccia & Juan Pablo Rud, 2021. "Are small farms really more productive than large farms?," IFS Working Papers W21/35, Institute for Fiscal Studies.
- Fernando Aragon & Diego Restuccia & Juan Pablo Rud, 2019. "Are Small Farms Really more Productive than Large Farms?," Working Papers tecipa-647, University of Toronto, Department of Economics.
- Fernando Aragon Sanchez & Diego Restuccia & Juan Pablo Rud, 2019. "Are Small Farms Really more Productive than Large Farms?," 2019 Meeting Papers 1230, Society for Economic Dynamics.
- Fernando Aragon, Diego Restuccia, Juan Pablo Rud & Diego Restuccia & Juan Pablo Rud, 2019. "Are small farms really more productive than large farms?," Discussion Papers dp19-05, Department of Economics, Simon Fraser University.
- Fernando Aragon & Diego Restuccia & Juan Pablo Rud, 2021. "Are small farms really more productive than large farms?," Working Papers tecipa-708, University of Toronto, Department of Economics.
- Fernando Aragon & Diego Restuccia & Juan Pablo Rud, 2020. "Are small farms really more productive than large farms?," Working Papers tecipa-675, University of Toronto, Department of Economics.
- Fernando Aragon & Diego Restuccia & Juan Pablo Rud, 2021. "Are small farms really more productive than large farms?," Discussion Papers dp21-11, Department of Economics, Simon Fraser University.
- Fernando Aragón & Diego Restuccia & Juan Pablo Rud, 2021. "Are small farms really more productive than large farms?," Working Papers 44, Red Nacional de Investigadores en Economía (RedNIE).
More about this item
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2023-07-10 (Econometrics)
- NEP-MFD-2023-07-10 (Microfinance)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2306.03816. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.