Explicit solutions for the asymptotically-optimal bandwidth in cross validation
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Newey, Whitney & West, Kenneth, 2014.
"A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
- Newey, Whitney K & West, Kenneth D, 1987. "A Simple, Positive Semi-definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix," Econometrica, Econometric Society, vol. 55(3), pages 703-708, May.
- Whitney K. Newey & Kenneth D. West, 1986. "A Simple, Positive Semi-Definite, Heteroskedasticity and AutocorrelationConsistent Covariance Matrix," NBER Technical Working Papers 0055, National Bureau of Economic Research, Inc.
- Qi Li & Jeffrey Scott Racine, 2006. "Nonparametric Econometrics: Theory and Practice," Economics Books, Princeton University Press, edition 1, volume 1, number 8355.
- Kim, W. C. & Park, B. U. & Marron, J. S., 1994. "Asymptotically best bandwidth selectors in kernel density estimation," Statistics & Probability Letters, Elsevier, vol. 19(2), pages 119-127, January.
- Qi Li & Jeffrey Scott Racine, 2006. "Density Estimation, from Nonparametric Econometrics: Theory and Practice," Introductory Chapters, in: Nonparametric Econometrics: Theory and Practice, Princeton University Press.
- Karim Abadir, 1999.
"An introduction to hypergeometric functions for economists,"
Econometric Reviews, Taylor & Francis Journals, vol. 18(3), pages 287-330.
- Abadir, Karim, 1995. "An Introduction to Hypergeometric Functions for Economists," Discussion Papers 9510, University of Exeter, Department of Economics.
- Tarn Duong & Martin L. Hazelton, 2005. "Cross‐validation Bandwidth Matrices for Multivariate Kernel Density Estimation," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 32(3), pages 485-506, September.
- Robinson, P.M., 2005. "Robust Covariance Matrix Estimation: Hac Estimates With Long Memory/Antipersistence Correction," Econometric Theory, Cambridge University Press, vol. 21(1), pages 171-180, February.
- Duong, Tarn, 2007. "ks: Kernel Density Estimation and Kernel Discriminant Analysis for Multivariate Data in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 21(i07).
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.- Gregory Connor & Lisa R. Goldberg & Robert A. Korajczyk, 2010. "Portfolio Risk Analysis," Economics Books, Princeton University Press, edition 1, number 9224.
- Chaohua Dong & Jiti Gao & Oliver Linton & Bin peng, 2020.
"On Time Trend of COVID-19: A Panel Data Study,"
Monash Econometrics and Business Statistics Working Papers
22/20, Monash University, Department of Econometrics and Business Statistics.
- Chaohua Dong & Jiti Gao & Oliver Linton & Bin Peng, 2020. "On the Time Trend of COVID-19: A Panel Data Study," Papers 2006.11060, arXiv.org, revised Jun 2020.
- Dong, C. & Gao, J. & Linton, O. & Peng, B., 2020. "On Time Trend of COVID-19: A Panel Data Study," Cambridge Working Papers in Economics 2065, Faculty of Economics, University of Cambridge.
- Walter Sosa-Escudero & Sergio Petralia, 2011. "Anatomy of Distributive Changes in Argentina," Chapters, in: Werner Baer & David Fleischer (ed.), The Economies of Argentina and Brazil, chapter 10, Edward Elgar Publishing.
- Luis Alvarez & Cristine Pinto & Vladimir Ponczek, 2022. "Homophily in preferences or meetings? Identifying and estimating an iterative network formation model," Papers 2201.06694, arXiv.org, revised Mar 2024.
- repec:asg:wpaper:1006 is not listed on IDEAS
- Eduardo Fé & Bruce Hollingsworth, 2016.
"Short- and long-run estimates of the local effects of retirement on health,"
Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 179(4), pages 1051-1067, October.
- Fe, Eduardo & Hollingsworth, Bruce, 2015. "Short and long run estimates of the local effects of retirement on health," MPRA Paper 65462, University Library of Munich, Germany.
- Ruiz-Castillo, Javier, 2012. "From the “European Paradox” to a European Drama in citation impact," UC3M Working papers. Economics we1211, Universidad Carlos III de Madrid. Departamento de EconomÃa.
- Tobias Adrian & Richard K. Crump & Erik Vogt, 2019.
"Nonlinearity and Flight‐to‐Safety in the Risk‐Return Trade‐Off for Stocks and Bonds,"
Journal of Finance, American Finance Association, vol. 74(4), pages 1931-1973, August.
- Tobias Adrian & Richard K. Crump & Erik Vogt, 2015. "Nonlinearity and flight to safety in the risk-return trade-off for stocks and bonds," Staff Reports 723, Federal Reserve Bank of New York.
- Adrian, Tobias & Crump, Richard K. & Vogt, Erik, 2016. "Nonlinearity and Flight-to-Safety in the Risk-Return Tradeoff for Stocks and Bonds," CEPR Discussion Papers 11401, C.E.P.R. Discussion Papers.
- Camelia Minoiu & Sanjay Reddy, 2014. "Kernel density estimation on grouped data: the case of poverty assessment," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(2), pages 163-189, June.
- Wenger, Kai & Leschinski, Christian & Sibbertsen, Philipp, 2018.
"A simple test on structural change in long-memory time series,"
Economics Letters, Elsevier, vol. 163(C), pages 90-94.
- Wenger, Kai & Leschinski, Christian & Sibbertsen, Philipp, 2017. "A Simple Test on Structural Change in Long-Memory Time Series," Hannover Economic Papers (HEP) dp-592, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
- Kai Wenger & Christian Leschinski & Philipp Sibbertsen, 2019.
"Change-in-mean tests in long-memory time series: a review of recent developments,"
AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 103(2), pages 237-256, June.
- Wenger, Kai & Leschinski, Christian & Sibbertsen, Philipp, 2017. "Change-in-Mean Tests in Long-memory Time Series: A Review of Recent Developments," Hannover Economic Papers (HEP) dp-598, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
- repec:hal:spmain:info:hdl:2441/4hgajj9cf48dladkd9pn9jcj4p is not listed on IDEAS
- Manabu Asai & Michael McAleer, 2017.
"A fractionally integrated Wishart stochastic volatility model,"
Econometric Reviews, Taylor & Francis Journals, vol. 36(1-3), pages 42-59, March.
- Manabu Asai & Michael McAleer, 2013. "A Fractionally Integrated Wishart Stochastic Volatility Model," Documentos de Trabajo del ICAE 2013-07, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
- Manabu Asai & Michael McAleer, 2013. "A Fractionally Integrated Wishart Stochastic Volatility Model," KIER Working Papers 848, Kyoto University, Institute of Economic Research.
- Manabu Asai & Michael McAleer, 2013. "A Fractionally Integrated Wishart Stochastic Volatility Model," Tinbergen Institute Discussion Papers 13-025/III, Tinbergen Institute.
- Cornelius Christian & Lukas Hensel & Christopher Roth, 2019. "Income Shocks and Suicides: Causal Evidence From Indonesia," The Review of Economics and Statistics, MIT Press, vol. 101(5), pages 905-920, December.
- Quoc-Anh Do & Kieu-Trang Nguyen & Anh N. Tran, 2017.
"One Mandarin Benefits the Whole Clan: Hometown Favoritism in an Authoritarian Regime,"
American Economic Journal: Applied Economics, American Economic Association, vol. 9(4), pages 1-29, October.
- Quoc-Anh Do & Kieu-Trang Nguyen & Anh Tran, 2013. "One Mandarin Benefits the Whole Clan: Hometown Favoritism in an Authoritarian Regime," Sciences Po publications info:hdl:2441/2ck6as9uec9, Sciences Po.
- Quoc-Anh Do & Kieu-Trang Nguyen & Anh Tran, 2017. "One Mandarin Benefits the Whole Clan: Hometown Favoritism in an Authoritarian Regime," Post-Print hal-03391952, HAL.
- Quoc-Anh Do & Kieu-Trang Nguyen & Anh Tran, 2013. "One Mandarin Benefits the Whole Clan: Hometown Favoritism in an Authoritarian Regime," Working Papers hal-03460977, HAL.
- Do, Quoc-Anh & Nguyen, Kieu-Trang & Roiser, Anh N. Tran & Tran, Anh N., 2016. "One mandarin benefits the whole clan: hometown favoritism in an authoritarian regime," LSE Research Online Documents on Economics 66422, London School of Economics and Political Science, LSE Library.
- Quoc-Anh Do & Kieu-Trang Nguyen & Anh N. Tran, 2016. "One Mandarin benefits the whole clan: hometown favoritism in an authoritarian regime," CEP Discussion Papers dp1409, Centre for Economic Performance, LSE.
- Quoc-Anh Do & Kieu-Trang Nguyen & Anh Tran, 2017. "One Mandarin Benefits the Whole Clan: Hometown Favoritism in an Authoritarian Regime," Sciences Po publications info:hdl:2441/sj22pruud8a, Sciences Po.
- Quoc-Anh Do & Kieu-Trang Nguyen & Anh Tran, 2013. "One Mandarin Benefits the Whole Clan: Hometown Favoritism in an Authoritarian Regime," Working Papers hal-03470572, HAL.
- Quoc-Anh Do & Kieu-Trang Nguyen & Anh Tran, 2013. "One Mandarin Benefits the Whole Clan: Hometown Favoritism in an Authoritarian Regime," SciencePo Working papers Main hal-03470572, HAL.
- Quoc-Anh Do & Kieu-Trang Nguyen & Anh Tran, 2013. "One Mandarin Benefits the Whole Clan: Hometown Favoritism in an Authoritarian Regime," Sciences Po publications 13, Sciences Po.
- Quoc-Anh Do & Kieu-Trang Nguyen & Anh Tran, 2013. "One Mandarin Benefits the Whole Clan: Hometown Favoritism in an Authoritarian Regime," SciencePo Working papers Main hal-03460977, HAL.
- Quoc-Anh Do & Kieu-Trang Nguyen & Anh Tran, 2017. "One Mandarin Benefits the Whole Clan: Hometown Favoritism in an Authoritarian Regime," SciencePo Working papers Main hal-03391952, HAL.
- Do, Quoc-Anh & Nguyen, Kieu-Trang & Tran, Anh N., 2017. "One Mandarin benefits the whole clan: hometown favoritism in an authoritarian regime," LSE Research Online Documents on Economics 85928, London School of Economics and Political Science, LSE Library.
- Campante, Filipe R. & Do, Quoc-Anh & Guimaraes, Bernardo, 2012.
"Isolated Capital Cities and Misgovernance: Theory and Evidence,"
Working Paper Series
rwp12-058, Harvard University, John F. Kennedy School of Government.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2013. "Isolated Capital Cities and Misgovernance: Theory and Evidence," SciencePo Working papers Main hal-03473904, HAL.
- Guimaraes, Bernardo & Campante, Filipe & Do, Quoc-Anh, 2013. "Isolated Capital Cities and Misgovernance: Theory and Evidence," CEPR Discussion Papers 9284, C.E.P.R. Discussion Papers.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2013. "Isolated Capital Cities and Misgovernance: Theory and Evidence," Working Papers hal-03473904, HAL.
- Guimarães, Bernardo de Vasconcellos & Campante, Filipe Robin & Do, Quoc-Anh, 2013. "Isolated capital cities and misgovernance: theory and evidence," Textos para discussão 323, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
- Filipe R. Campante & Quoc-Anh Do & Bernardo V. Guimaraes, 2013. "Isolated Capital Cities and Misgovernance: Theory and Evidence," NBER Working Papers 19028, National Bureau of Economic Research, Inc.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2013. "Isolated Capital Cities and Misgovernance: Theory and Evidence," Sciences Po publications 10, Sciences Po.
- Hugo Bodory & Martin Huber & Michael Lechner, 2022. "The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates," Papers 2212.07379, arXiv.org.
- Manuel Hernandez & Maximo Torero, 2014. "Parametric versus nonparametric methods in risk scoring: an application to microcredit," Empirical Economics, Springer, vol. 46(3), pages 1057-1079, May.
- Xiaohong Chen & Zhipeng Liao & Yixiao Sun, 2012.
"Sieve Inference on Semi-nonparametric Time Series Models,"
Cowles Foundation Discussion Papers
1849, Cowles Foundation for Research in Economics, Yale University.
- Xiaohong Chen & . . & Yixiao Sun, 2012. "Sieve inference on semi-nonparametric time series models," CeMMAP working papers CWP06/12, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2014.
"Capital Cities, Conflict, and Misgovernance: Theory and Evidence,"
Sciences Po Economics Discussion Papers
2014-13, Sciences Po Departement of Economics.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2014. "Capital Cities, Conflict, and Misgovernance: Theory and Evidence," SciencePo Working papers hal-03460226, HAL.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2014. "Capital Cities, Conflict, and Misgovernance: Theory and Evidence," SciencePo Working papers Main hal-03460226, HAL.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2014. "Capital Cities, Conflict, and Misgovernance: Theory and Evidence," Working Papers hal-03460226, HAL.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2014. "Capital Cities, Conflict, and Misgovernance: Theory and Evidence," Sciences Po publications info:hdl:2441/gac8g25hn9g, Sciences Po.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2014. "Capital Cities, Conflict, and Misgovernance: Theory and Evidence," Sciences Po publications 2014-13, Sciences Po.
- Damian Kozbur, 2013. "Inference in additively separable models with a high-dimensional set of conditioning variables," ECON - Working Papers 284, Department of Economics - University of Zurich, revised Apr 2018.
- Filipe R. Campante & Quoc-Anh Do & Bernardo Guimaraes, 2019.
"Capital Cities, Conflict, and Misgovernance,"
American Economic Journal: Applied Economics, American Economic Association, vol. 11(3), pages 298-337, July.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2015. "Capital Cities, Conflict, and Misgovernance," Sciences Po publications 39, Sciences Po.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2015. "Capital Cities, Conflict, and Misgovernance," SciencePo Working papers Main hal-03393227, HAL.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2019. "Capital Cities, Conflict, and Misgovernance," SciencePo Working papers Main hal-03391885, HAL.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2019. "Capital Cities, Conflict, and Misgovernance," Post-Print hal-03391885, HAL.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2019. "Capital Cities, Conflict, and Misgovernance," Sciences Po publications info:hdl:2441/11auergscg8, Sciences Po.
- Filipe Campante & Quoc-Anh Do & Bernardo Guimaraes, 2015. "Capital Cities, Conflict, and Misgovernance," Working Papers hal-03393227, HAL.
More about this item
Keywords
Bandwidth Choice; Cross Validation; Explicit Analytical Solution; Nonparametric Density Estimation; Academic Wages;All these keywords.
JEL classification:
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2024-01-08 (Econometrics)
- NEP-LMA-2024-01-08 (Labor Markets - Supply, Demand, and Wages)
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:aim:wpaimx:2336. 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: Gregory Cornu (email available below). General contact details of provider: https://edirc.repec.org/data/amseafr.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.