Using Lasso-Type Penalties to Model Time-Varying Covariate Effects in Panel Data Regressions - A Novel Approach Illustrated by the 'Death of Distance' in International Trade
When analyzing panel data using regression models, it is often reasonable to allow for time-varying covariate effects. We propose a novel approach to modelling timevarying coefficients in panel data regressions, which is based on penalized regression techniques. To illustrate the usefulness of this approach, we revisit the well-known empirical puzzle of the 'death of distance' in international trade. We find significant differences between results obtained with the proposed estimator and those obtained with 'traditional' methods. The proposed method can also be used for model selection, and to allow covariate effects to vary over other dimensions than time.
|Date of creation:||19 Feb 2013|
|Date of revision:|
|Contact details of provider:|| Postal: |
Phone: +46 +46 222 0000
Fax: +46 +46 2224613
Web page: http://www.nek.lu.se/en
More information through EDIRC
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Lukas Meier & Sara van de Geer & Peter Bühlmann, 2008. "The group lasso for logistic regression," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 70(1), pages 53-71.
- Jean-François Brun & Céline Carrère & Patrick Guillaumont & Jaime de Melo, 2005.
"Has Distance Died? Evidence from a Panel Gravity Model,"
World Bank Economic Review,
World Bank Group, vol. 19(1), pages 99-120.
- Jean-François BRUN & Céline CARRERE & Patrick GUILLAUMONT & Jaime MELO DE, 2002. "Has Distance Died? Evidence from a Panel Gravity Model," Working Papers 200215, CERDI.
- Brun, Jean-François & Carrère, Céline & de Melo, Jaime & Guillaumont, Patrick, 2002. "Has Distance Died? Evidence from a Panel Gravity Model," CEPR Discussion Papers 3500, C.E.P.R. Discussion Papers.
- Head, Keith & Mayer, Thierry & Ries, John, 2010.
"The erosion of colonial trade linkages after independence,"
Journal of International Economics,
Elsevier, vol. 81(1), pages 1-14, May.
- Keith Head & Thierry Mayer & John Ries, 2008. "The erosion of colonial trade linkages after independence," Sciences Po publications 6951, Sciences Po.
- Thierry Mayer & Keith Head & John Ries, 2008. "The Erosion of Colonial Trade Linkages after Independence," Working Papers 2008-27, CEPII research center.
- Head, Keith & Mayer, Thierry & Ries, John, 2008. "The Erosion of Colonial Trade Linkages After Independence," CEPR Discussion Papers 6951, C.E.P.R. Discussion Papers.
- Keith Head & Thierry Mayer & John Ries, 2011. "The erosion of colonial trade linkages after independence," Sciences Po publications info:hdl:2441/c8dmi8nm4pd, Sciences Po.
- Joakim Westerlund & Fredrik Wilhelmsson, 2009. "Estimating the gravity model without gravity using panel data," Applied Economics, Taylor & Francis Journals, vol. 43(6), pages 641-649.
- Joao Santos Silva & Silvana Tenreyro, 2005.
"The Log of Gravity,"
CEP Discussion Papers
dp0701, Centre for Economic Performance, LSE.
- Joao Santos Silva & Silvana Tenreyro, 2005. "The log of gravity," LSE Research Online Documents on Economics 3744, London School of Economics and Political Science, LSE Library.
- Santos Silva, J.M.C & Tenreyro, Silvana, 2005. "The Log of Gravity," CEPR Discussion Papers 5311, C.E.P.R. Discussion Papers.
- Gourieroux Christian & Monfort Alain & Trognon A, 1982.
"Pseudo maximum lilelihood methods : applications to poisson models,"
CEPREMAP Working Papers (Couverture Orange)
- Gourieroux, Christian & Monfort, Alain & Trognon, Alain, 1984. "Pseudo Maximum Likelihood Methods: Applications to Poisson Models," Econometrica, Econometric Society, vol. 52(3), pages 701-20, May.
- Zou, Hui, 2006. "The Adaptive Lasso and Its Oracle Properties," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 1418-1429, December.
- Carrere, Celine & Schiff, Maurice, 2004.
"On the geography of trade : distance is alive and well,"
Policy Research Working Paper Series
3206, The World Bank.
- Céline Carrère & Maurice Schiff, 2005. "On the Geography of Trade. Distance is Alive and Well," Revue économique, Presses de Sciences-Po, vol. 56(6), pages 1249-1274.
- Céline CARRERE & Maurice SCHIFF, 2004. "On the Geography of Trade: Distance is Alive and Well," Working Papers 200423, CERDI.
- David T Coe & Arvind Subramanian & Natalia T Tamirisa, 2007. "The Missing Globalization Puzzle: Evidence of the Declining Importance of Distance," IMF Staff Papers, Palgrave Macmillan, vol. 54(1), pages 34-58, May.
- White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-38, May.
- Robert Tibshirani & Michael Saunders & Saharon Rosset & Ji Zhu & Keith Knight, 2005. "Sparsity and smoothness via the fused lasso," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 67(1), pages 91-108.
- Hao Helen Zhang & Wenbin Lu, 2007. "Adaptive Lasso for Cox's proportional hazards model," Biometrika, Biometrika Trust, vol. 94(3), pages 691-703.
- Arellano, Manuel, 2003. "Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780199245291, March.
- Berthelon, Matias & Freund, Caroline, 2004.
"On the conservation of distance in international trade,"
Policy Research Working Paper Series
3293, The World Bank.
- Berthelon, Matias & Freund, Caroline, 2008. "On the conservation of distance in international trade," Journal of International Economics, Elsevier, vol. 75(2), pages 310-320, July.
- Jan Gertheiss & Gerhard Tutz, 2009. "Penalized Regression with Ordinal Predictors," International Statistical Review, International Statistical Institute, vol. 77(3), pages 345-365, December.
- Ming Yuan & Yi Lin, 2006. "Model selection and estimation in regression with grouped variables," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 68(1), pages 49-67.
When requesting a correction, please mention this item's handle: RePEc:hhs:lunewp:2013_005. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (David Edgerton)
If references are entirely missing, you can add them using this form.