{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,9]],"date-time":"2026-10-09T15:06:04Z","timestamp":1791558364352,"version":"4.3.4"},"reference-count":78,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2013,2,20]],"date-time":"2013-02-20T00:00:00Z","timestamp":1361318400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Stat Comput"],"published-print":{"date-parts":[[2014,5]]},"DOI":"10.1007\/s11222-013-9381-9","type":"journal-article","created":{"date-parts":[[2013,2,19]],"date-time":"2013-02-19T17:27:30Z","timestamp":1361294850000},"page":"461-479","source":"Crossref","is-referenced-by-count":255,"title":["Linear quantile mixed models"],"prefix":"10.1007","volume":"24","author":[{"given":"Marco","family":"Geraci","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matteo","family":"Bottai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2013,2,20]]},"reference":[{"key":"9381_CR1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4172\/2155-6180.1000115","volume":"2","author":"R. Alhamzawi","year":"2011","unstructured":"Alhamzawi, R., Yu, K., Pan, J.: Prior elicitation in Bayesian quantile regression for longitudinal data. J. Biometr. Biostat. 2, 1\u20137 (2011)","journal-title":"J. Biometr. Biostat."},{"key":"9381_CR2","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1111\/1467-9868.00391","volume":"65","author":"A. Azzalini","year":"2003","unstructured":"Azzalini, A., Capitanio, A.: Distributions generated by perturbation of symmetry with emphasis on a multivariate skew t-distribution. J.\u00a0R. Stat. Soc., Ser. B, Stat. Methodol. 65, 367\u2013389 (2003)","journal-title":"J.\u00a0R. Stat. Soc., Ser. B, Stat. Methodol."},{"key":"9381_CR3","doi-asserted-by":"crossref","first-page":"603","DOI":"10.1137\/0715040","volume":"15","author":"I. Barrodale","year":"1978","unstructured":"Barrodale, I., Roberts, F.D.K.: An efficient algorithm for discrete l 1 linear approximation with linear constraints. SIAM J. Numer. Anal. 15, 603\u2013611 (1978)","journal-title":"SIAM J. Numer. Anal."},{"key":"9381_CR4","doi-asserted-by":"crossref","first-page":"618","DOI":"10.1080\/01621459.1978.10480065","volume":"73","author":"G. Bassett","year":"1978","unstructured":"Bassett, G., Koenker, R.: Asymptotic theory of least absolute error regression. J. Am. Stat. Assoc. 73, 618\u2013622 (1978)","journal-title":"J. Am. Stat. Assoc."},{"key":"9381_CR5","series-title":"Bononiesi Scientiarum et Artum Instituto Atque Academia Commentarii","volume-title":"De Litteraria Expeditione per Pontificiam Ditionem, et Synopsis Amplioris Operis, Ac Habentur Plura Ejus Ex Exemplaria Etiam Sensorum Impressa","author":"R.J. Boscovich","year":"1757","unstructured":"Boscovich, R.J.: De Litteraria Expeditione per Pontificiam Ditionem, et Synopsis Amplioris Operis, Ac Habentur Plura Ejus Ex Exemplaria Etiam Sensorum Impressa. Bononiesi Scientiarum et Artum Instituto Atque Academia Commentarii, vol.\u00a0IV (1757)"},{"key":"9381_CR6","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1016\/S0378-3758(02)00386-5","volume":"117","author":"A. Bose","year":"2003","unstructured":"Bose, A., Chatterjee, S.: Generalized bootstrap for estimators of minimizers of convex functions. J. Stat. Plan. Inference 117, 225\u2013239 (2003)","journal-title":"J. Stat. Plan. Inference"},{"key":"9381_CR7","doi-asserted-by":"crossref","unstructured":"Bottai, M., Orsini, N.: A command for Laplace regression. Stata J. (2012, in press)","DOI":"10.1177\/1536867X1301300204"},{"key":"9381_CR8","doi-asserted-by":"crossref","first-page":"487","DOI":"10.1002\/bimj.200900310","volume":"52","author":"M. Bottai","year":"2010","unstructured":"Bottai, M., Zhang, J.: Laplace regression with censored data. Biom. J. 52, 487\u2013503 (2010)","journal-title":"Biom. J."},{"key":"9381_CR9","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1016\/0304-4076(94)01652-G","volume":"68","author":"M. Buchinsky","year":"1995","unstructured":"Buchinsky, M.: Estimating the asymptotic covariance matrix for quantile regression models. A Monte Carlo study. J. Econom. 68, 303\u2013338 (1995)","journal-title":"J. Econom."},{"key":"9381_CR10","doi-asserted-by":"crossref","first-page":"368","DOI":"10.1111\/j.1368-423X.2011.00349.x","volume":"14","author":"I.A. Canay","year":"2011","unstructured":"Canay, I.A.: A simple approach to quantile regression for panel data. Econom. J. 14, 368\u2013386 (2011)","journal-title":"Econom. J."},{"key":"9381_CR11","doi-asserted-by":"crossref","DOI":"10.1137\/1.9781611971309","volume-title":"Optimization and Nonsmooth Analysis","author":"F.H. Clarke","year":"1990","unstructured":"Clarke, F.H.: Optimization and Nonsmooth Analysis. SIAM, Philadelphia (1990)"},{"key":"9381_CR12","doi-asserted-by":"crossref","DOI":"10.1002\/0471728438","volume-title":"Mixed Models. Theory and Applications","author":"E. Demidenko","year":"2004","unstructured":"Demidenko, E.: Mixed Models. Theory and Applications. Wiley, Hoboken (2004)"},{"key":"9381_CR13","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1016\/0197-2456(86)90046-2","volume":"7","author":"R. DerSimonian","year":"1986","unstructured":"DerSimonian, R., Laird, N.: Meta-analysis in clinical trials. Control. Clin. Trials 7, 177\u2013188 (1986)","journal-title":"Control. Clin. Trials"},{"key":"9381_CR14","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1214\/aos\/1176342662","volume":"2","author":"K. Doksum","year":"1974","unstructured":"Doksum, K.: Empirical probability plots and statistical inference for nonlinear models in the two-sample case. Ann. Stat. 2, 267\u2013277 (1974)","journal-title":"Ann. Stat."},{"key":"9381_CR15","doi-asserted-by":"crossref","first-page":"300","DOI":"10.1109\/LSP.2006.870353","volume":"13","author":"T. Eltoft","year":"2006","unstructured":"Eltoft, T., Kim, T., Lee, T.-W.: On the multivariate Laplace distribution. IEEE Signal Process. Lett. 13, 300\u2013303 (2006)","journal-title":"IEEE Signal Process. Lett."},{"key":"9381_CR16","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1007\/s11222-010-9213-0","volume":"22","author":"A. Farcomeni","year":"2012","unstructured":"Farcomeni, A.: Quantile regression for longitudinal data based on latent Markov subject-specific parameters. Stat. Comput. 22, 141\u2013152 (2012)","journal-title":"Stat. Comput."},{"key":"9381_CR17","doi-asserted-by":"crossref","first-page":"995","DOI":"10.1093\/biomet\/asr052","volume":"98","author":"X. Feng","year":"2011","unstructured":"Feng, X., He, X., Hu, J.: Wild bootstrap for quantile regression. Biometrika 98, 995\u2013999 (2011)","journal-title":"Biometrika"},{"key":"9381_CR18","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1191\/1471082X03st052oa","volume":"3","author":"A. Fielding","year":"2003","unstructured":"Fielding, A., Yang, M., Goldstein, H.: Multilevel ordinal models for examination grades. Stat. Model. 3, 127\u2013153 (2003)","journal-title":"Stat. Model."},{"key":"9381_CR19","doi-asserted-by":"crossref","first-page":"2526","DOI":"10.1016\/j.csda.2012.02.005","volume":"56","author":"L. Fu","year":"2012","unstructured":"Fu, L., Wang, Y.-G.: Quantile regression for longitudinal data with a working correlation model. Comput. Stat. Data Anal. 56, 2526\u20132538 (2012)","journal-title":"Comput. Stat. Data Anal."},{"key":"9381_CR20","doi-asserted-by":"crossref","first-page":"142","DOI":"10.1016\/j.jeconom.2011.02.016","volume":"164","author":"A.F. Galvao","year":"2011","unstructured":"Galvao, A.F.: Quantile regression for dynamic panel data with fixed effects. J. Econom. 164, 142\u2013157 (2011)","journal-title":"J. Econom."},{"key":"9381_CR21","doi-asserted-by":"crossref","first-page":"3476","DOI":"10.1016\/j.jspi.2010.05.008","volume":"140","author":"A.F. Galvao","year":"2010","unstructured":"Galvao, A.F., Montes-Rojas, G.V.: Penalized quantile regression for dynamic panel data. J. Stat. Plan. Inference 140, 3476\u20133497 (2010)","journal-title":"J. Stat. Plan. Inference"},{"key":"9381_CR22","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1016\/0377-0427(95)00232-4","volume":"71","author":"A. Genz","year":"1996","unstructured":"Genz, A., Keister, B.D.: Fully symmetric interpolatory rules for multiple integrals over infinite regions with Gaussian weight. J. Comput. Appl. Math. 71, 299\u2013309 (1996)","journal-title":"J. Comput. Appl. Math."},{"key":"9381_CR23","unstructured":"Geraci, M.: lqmm: Linear quantile mixed models. R\u00a0package version 1.02 (2012)"},{"key":"9381_CR24","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1093\/biostatistics\/kxj039","volume":"8","author":"M. Geraci","year":"2007","unstructured":"Geraci, M., Bottai, M.: Quantile regression for longitudinal data using the asymmetric Laplace distribution. Biostatistics 8, 140\u2013154 (2007)","journal-title":"Biostatistics"},{"key":"9381_CR25","first-page":"167","volume":"19","author":"M. Geraci","year":"2007","unstructured":"Geraci, M., Salvati, N.: The geographical distribution of the consumption expenditure in Ecuador: estimation and mapping of the regression quantiles. Stat. Appl. 19, 167\u2013183 (2007)","journal-title":"Stat. Appl."},{"key":"9381_CR26","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1080\/00031305.1997.10473959","volume":"51","author":"X. He","year":"1997","unstructured":"He, X.: Quantile curves without crossing. Am. Stat. 51, 186\u2013192 (1997)","journal-title":"Am. Stat."},{"key":"9381_CR27","doi-asserted-by":"crossref","first-page":"783","DOI":"10.1198\/016214502388618591","volume":"97","author":"X. He","year":"2002","unstructured":"He, X., Hu, F.: Markov chain marginal bootstrap. J. Am. Stat. Assoc. 97, 783\u2013795 (2002)","journal-title":"J. Am. Stat. Assoc."},{"key":"9381_CR28","doi-asserted-by":"crossref","first-page":"537","DOI":"10.1111\/1467-9868.00138","volume":"60","author":"X.M. He","year":"1998","unstructured":"He, X.M., Ng, P., Portnoy, S.: Bivariate quantile smoothing splines. J.\u00a0R. Stat. Soc., Ser. B, Stat. Methodol. 60, 537\u2013550 (1998)","journal-title":"J.\u00a0R. Stat. Soc., Ser. B, Stat. Methodol."},{"key":"9381_CR29","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1016\/S0378-3758(00)00186-5","volume":"91","author":"X.M. He","year":"2000","unstructured":"He, X.M., Portnoy, S.: Some asymptotic results on bivariate quantile splines. J. Stat. Plan. Inference 91, 341\u2013349 (2000)","journal-title":"J. Stat. Plan. Inference"},{"key":"9381_CR30","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1016\/j.jeconom.2007.12.004","volume":"144","author":"F. Heiss","year":"2008","unstructured":"Heiss, F., Winschel, V.: Likelihood approximation by numerical integration on sparse grids. J. Econom. 144, 62\u201380 (2008)","journal-title":"J. Econom."},{"key":"9381_CR31","doi-asserted-by":"crossref","first-page":"329","DOI":"10.1093\/imanum\/22.3.329","volume":"22","author":"N. Higham","year":"2002","unstructured":"Higham, N.: Computing the nearest correlation matrix\u2014a problem from finance. IMA J. Numer. Anal. 22, 329\u2013343 (2002)","journal-title":"IMA J. Numer. Anal."},{"key":"9381_CR32","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/0304-4076(77)90031-8","volume":"5","author":"D.V. Hinkley","year":"1977","unstructured":"Hinkley, D.V., Revankar, N.S.: Estimation of the Pareto law from underreported data: a further analysis. J. Econom. 5, 1\u201311 (1977)","journal-title":"J. Econom."},{"key":"9381_CR33","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1080\/03610910701723963","volume":"37","author":"A. Karlsson","year":"2008","unstructured":"Karlsson, A.: Nonlinear quantile regression estimation of longitudinal data. Commun. Stat., Simul. Comput. 37, 114\u2013131 (2008)","journal-title":"Commun. Stat., Simul. Comput."},{"key":"9381_CR34","doi-asserted-by":"crossref","first-page":"1405","DOI":"10.1198\/jasa.2011.tm10470","volume":"106","author":"M.-O. Kim","year":"2011","unstructured":"Kim, M.-O., Yang, Y.: Semiparametric approach to a random effects quantile regression model. J. Am. Stat. Assoc. 106, 1405\u20131417 (2011)","journal-title":"J. Am. Stat. Assoc."},{"key":"9381_CR35","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1198\/106186005X27563","volume":"14","author":"M. Kocherginsky","year":"2005","unstructured":"Kocherginsky, M., He, X., Mu, Y.: Practical confidence intervals for regression quantiles. J. Comput. Graph. Stat. 14, 41\u201355 (2005)","journal-title":"J. Comput. Graph. Stat."},{"key":"9381_CR36","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1016\/j.jmva.2004.05.006","volume":"91","author":"R. Koenker","year":"2004","unstructured":"Koenker, R.: Quantile regression for longitudinal data. J. Multivar. Anal. 91, 74\u201389 (2004)","journal-title":"J. Multivar. Anal."},{"key":"9381_CR37","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511754098","volume-title":"Quantile Regression","author":"R. Koenker","year":"2005","unstructured":"Koenker, R.: Quantile Regression. Cambridge University Press, New York (2005)"},{"key":"9381_CR38","doi-asserted-by":"crossref","first-page":"33","DOI":"10.2307\/1913643","volume":"46","author":"R. Koenker","year":"1978","unstructured":"Koenker, R., Bassett, G.: Regression quantiles. Econometrica 46, 33\u201350 (1978)","journal-title":"Econometrica"},{"key":"9381_CR39","doi-asserted-by":"crossref","first-page":"1296","DOI":"10.1080\/01621459.1999.10473882","volume":"94","author":"R. Koenker","year":"1999","unstructured":"Koenker, R., Machado, J.A.F.: Goodness of fit and related inference processes for quantile regression. J. Am. Stat. Assoc. 94, 1296\u20131310 (1999)","journal-title":"J. Am. Stat. Assoc."},{"key":"9381_CR40","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1111\/j.1467-9868.2004.00437.x","volume":"66","author":"R. Koenker","year":"2004","unstructured":"Koenker, R., Mizera, I.: Penalized triograms: total variation regularization for bivariate smoothing. J. R. Stat. Soc., Ser. B, Stat. Methodol. 66, 145\u2013163 (2004)","journal-title":"J. R. Stat. Soc., Ser. B, Stat. Methodol."},{"key":"9381_CR41","doi-asserted-by":"crossref","first-page":"673","DOI":"10.1093\/biomet\/81.4.673","volume":"81","author":"R. Koenker","year":"1994","unstructured":"Koenker, R., Ng, P., Portnoy, S.: Quantile smoothing splines. Biometrika 81, 673\u2013680 (1994)","journal-title":"Biometrika"},{"key":"9381_CR42","doi-asserted-by":"crossref","first-page":"1583","DOI":"10.1111\/1468-0262.00342","volume":"70","author":"R. Koenker","year":"2002","unstructured":"Koenker, R., Xiao, Z.J.: Inference on the quantile regression process. Econometrica 70, 1583\u20131612 (2002)","journal-title":"Econometrica"},{"key":"9381_CR43","doi-asserted-by":"crossref","unstructured":"Kotz, S., Kozubowski, T.J., Podg\u00f3rski, K.: An asymmetric multivariate Laplace distribution. Tech. Rep. 367, Department of Statistics and Applied Probability, University of California at Santa Barbara (2000)","DOI":"10.1007\/978-1-4612-0173-1_7"},{"key":"9381_CR44","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1007\/s00362-008-0127-2","volume":"51","author":"T.J. Kozubowski","year":"2010","unstructured":"Kozubowski, T.J., Nadarajah, S.: Multitude of Laplace distributions. Stat. Pap. 51, 127\u2013148 (2010)","journal-title":"Stat. Pap."},{"key":"9381_CR45","doi-asserted-by":"crossref","first-page":"396","DOI":"10.1016\/j.jeconom.2010.03.042","volume":"157","author":"C. Lamarche","year":"2010","unstructured":"Lamarche, C.: Robust penalized quantile regression estimation for panel data. J. Econom. 157, 396\u2013498 (2010)","journal-title":"J. Econom."},{"key":"9381_CR46","doi-asserted-by":"crossref","first-page":"905","DOI":"10.1111\/j.1467-9876.2010.00725.x","volume":"59","author":"D. Lee","year":"2010","unstructured":"Lee, D., Neocleous, T.: Bayesian quantile regression for count data with application to environmental epidemiology. J. R. Stat. Soc., Ser. C, Appl. Stat. 59, 905\u2013920 (2010)","journal-title":"J. R. Stat. Soc., Ser. C, Appl. Stat."},{"key":"9381_CR47","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1214\/088342304000000305","volume":"19","author":"Y. Lee","year":"2004","unstructured":"Lee, Y., Nelder, J.A.: Conditional and marginal models: another view. Stat. Sci. 19, 219\u2013228 (2004)","journal-title":"Stat. Sci."},{"key":"9381_CR48","volume-title":"Nonparametrics: Statistical Methods Based on Ranks","author":"E.L. Lehmann","year":"1975","unstructured":"Lehmann, E.L.: Nonparametrics: Statistical Methods Based on Ranks. Holden-Day, San Francisco (1975)"},{"key":"9381_CR49","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1214\/10-BA521","volume":"5","author":"Q. Li","year":"2010","unstructured":"Li, Q., Xi, R., Lin, N.: Bayesian regularized quantile regression. Bayesian Anal. 5, 533\u2013556 (2010)","journal-title":"Bayesian Anal."},{"key":"9381_CR50","doi-asserted-by":"crossref","first-page":"463","DOI":"10.1111\/1467-9876.00084","volume":"46","author":"S.R. Lipsitz","year":"1997","unstructured":"Lipsitz, S.R., Fitzmaurice, G.M., Molenberghs, G., Zhao, L.P.: Quantile regression methods for longitudinal data with drop-outs: application to CD4 cell counts of patients infected with the human immunodeficiency virus. J. R. Stat. Soc., Ser. C, Appl. Stat. 46, 463\u2013476 (1997)","journal-title":"J. R. Stat. Soc., Ser. C, Appl. Stat."},{"key":"9381_CR51","first-page":"1","volume":"5","author":"Y. Liu","year":"2009","unstructured":"Liu, Y., Bottai, M.: Mixed-effects models for conditional quantiles with longitudinal data. Int. J. Biostat. 5, 1\u201322 (2009)","journal-title":"Int. J. Biostat."},{"key":"9381_CR52","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1214\/12-BA708","volume":"7","author":"K. Lum","year":"2012","unstructured":"Lum, K., Gelfand, A.: Spatial quantile multiple regression using the asymmetric Laplace process. Bayesian Anal. 7, 235\u2013258 (2012)","journal-title":"Bayesian Anal."},{"key":"9381_CR53","doi-asserted-by":"crossref","first-page":"1226","DOI":"10.1198\/016214505000000330","volume":"100","author":"J.A.F. Machado","year":"2005","unstructured":"Machado, J.A.F., Santos Silva, J.M.C.: Quantiles for counts. J. Am. Stat. Assoc. 100, 1226\u20131237 (2005)","journal-title":"J. Am. Stat. Assoc."},{"key":"9381_CR54","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1016\/j.spl.2005.03.011","volume":"73","author":"W. Oberhofer","year":"2005","unstructured":"Oberhofer, W., Haupt, H.: The asymptotic distribution of the unconditional quantile estimator under dependence. Stat. Probab. Lett. 73, 243\u2013250 (2005)","journal-title":"Stat. Probab. Lett."},{"key":"9381_CR55","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1093\/biomet\/81.2.341","volume":"81","author":"M. Parzen","year":"1994","unstructured":"Parzen, M., Wei, L., Ying, Z.: A resampling method based on pivotal estimating functions. Biometrika 81, 341\u2013350 (1994)","journal-title":"Biometrika"},{"key":"9381_CR56","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1080\/10618600.1995.10474663","volume":"4","author":"J. Pinheiro","year":"1995","unstructured":"Pinheiro, J., Bates, D.: Approximations to the log-likelihood function in the nonlinear mixed-effects model. J. Comput. Graph. Stat. 4, 12\u201335 (1995)","journal-title":"J. Comput. Graph. Stat."},{"key":"9381_CR57","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1007\/BF00140873","volume":"6","author":"J.C. Pinheiro","year":"1996","unstructured":"Pinheiro, J.C., Bates, D.M.: Unconstrained parametrizations for variance-covariance matrices. Stat. Comput. 6, 289\u2013296 (1996)","journal-title":"Stat. Comput."},{"key":"9381_CR58","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1198\/106186006X96962","volume":"15","author":"J.C. Pinheiro","year":"2006","unstructured":"Pinheiro, J.C., Chao, E.C.: Efficient Laplacian and adaptive Gaussian quadrature algorithms for multilevel generalized linear mixed models. J. Comput. Graph. Stat. 15, 58\u201381 (2006)","journal-title":"J. Comput. Graph. Stat."},{"key":"9381_CR59","doi-asserted-by":"crossref","first-page":"677","DOI":"10.1093\/biomet\/86.3.677","volume":"86","author":"M. Pourahmadi","year":"1999","unstructured":"Pourahmadi, M.: Joint mean-covariance models with applications to longitudinal data: unconstrained parameterisation. Biometrika 86, 677\u2013690 (1999)","journal-title":"Biometrika"},{"key":"9381_CR60","first-page":"334","volume":"34","author":"A. Pr\u00e9kopa","year":"1973","unstructured":"Pr\u00e9kopa, A.: Logarithmic concave measures and functions. Acta Sci. Math. 34, 334\u2013343 (1973)","journal-title":"Acta Sci. Math."},{"key":"9381_CR61","isbn-type":"print","volume-title":"R: A Language and Environment for Statistical Computing","author":"R Development Core Team","year":"2012","unstructured":"R Development Core Team: R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna (2012). ISBN\u00a03-900051-07-0","ISBN":"https:\/\/id.crossref.org\/isbn\/3900051070"},{"key":"9381_CR62","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1007\/0-8176-4487-3_4","volume-title":"Advances in Distribution Theory, Order Statistics, and Inference","author":"W. Reed","year":"2006","unstructured":"Reed, W.: The normal-Laplace distribution and its relatives. In: Balakrishnan, N., Castillo, E., Sarabia Alegria, J.-M. (eds.) Advances in Distribution Theory, Order Statistics, and Inference, pp. 61\u201374. Birkh\u00e4user Boston, New York (2006)"},{"key":"9381_CR63","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1093\/biostatistics\/kxp049","volume":"11","author":"B.J. Reich","year":"2010","unstructured":"Reich, B.J., Bondell, H.D., Wang, H.J.: Flexible Bayesian quantile regression for independent and clustered data. Biostatistics 11, 337\u2013352 (2010a)","journal-title":"Biostatistics"},{"key":"9381_CR64","unstructured":"Reich, B.J., Fuentes, M., Dunson, D.B.: Bayesian spatial quantile regression. J. Am. Stat. Assoc. (2010b)"},{"key":"9381_CR65","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1111\/j.1467-9876.2005.00510.x","volume":"54","author":"R. Rigby","year":"2005","unstructured":"Rigby, R., Stasinopoulos, D.: Generalized additive models for location, scale and shape. J. R. Stat. Soc., Ser. C, Appl. Stat. 54, 507\u2013554 (2005)","journal-title":"J. R. Stat. Soc., Ser. C, Appl. Stat."},{"key":"9381_CR66","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1214\/ss\/1177011926","volume":"6","author":"G. Robinson","year":"1991","unstructured":"Robinson, G.: That BLUP is a good thing: the estimation of random effects. Stat. Sci. 6, 15\u201332 (1991)","journal-title":"Stat. Sci."},{"key":"9381_CR67","doi-asserted-by":"crossref","DOI":"10.1515\/9781400873173","volume-title":"Convex Analysis","author":"R. Rockafellar","year":"1970","unstructured":"Rockafellar, R.: Convex Analysis. Princeton University Press, Princeton (1970)"},{"key":"9381_CR68","doi-asserted-by":"crossref","first-page":"1421","DOI":"10.1056\/NEJM200105103441902","volume":"344","author":"W.J. Rogan","year":"2001","unstructured":"Rogan, W.J., Dietrich, K.N., Ware, J.H., Dockery, D.W., Salganik, M., Radcliffe, J., Jones, R.L., Ragan, N.B., Chisolm, J.J., Rhoads, G.G.: The effect of chelation therapy with succimer on neuropsychological development in children exposed to lead. N. Engl. J. Med. 344, 1421\u20131426 (2001)","journal-title":"N. Engl. J. Med."},{"key":"9381_CR69","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511755453","volume-title":"Semiparametric Regression","author":"D. Ruppert","year":"2003","unstructured":"Ruppert, D., Wand, M., Carroll, R.: Semiparametric Regression. Cambridge University Press, New York (2003)"},{"key":"9381_CR70","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-75969-2","volume-title":"Lattice: Multivariate Data Visualization with R","author":"D. Sarkar","year":"2008","unstructured":"Sarkar, D.: Lattice: Multivariate Data Visualization with R. Springer, New York (2008)"},{"key":"9381_CR71","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1203\/00006450-200011000-00007","volume":"48","author":"Treatment of Lead-Exposed Children (TLC) Trial Group","year":"2000","unstructured":"Treatment of Lead-Exposed Children (TLC) Trial Group: Safety and efficacy of succimer in toddlers with blood lead levels of 20\u201344\u00a0\u03bcg\/dL. Pediatr. Res. 48, 593\u2013599 (2000)","journal-title":"Pediatr. Res."},{"key":"9381_CR72","doi-asserted-by":"crossref","first-page":"206","DOI":"10.1080\/01621459.1959.10501506","volume":"54","author":"H.M. Wagner","year":"1959","unstructured":"Wagner, H.M.: Linear programming techniques for regression analysis. J. Am. Stat. Assoc. 54, 206\u2013212 (1959)","journal-title":"J. Am. Stat. Assoc."},{"key":"9381_CR73","doi-asserted-by":"crossref","unstructured":"Wang, J.: Bayesian quantile regression for parametric nonlinear mixed effects models. Stat. Methods Appl. (2012)","DOI":"10.1007\/s10260-012-0190-7"},{"key":"9381_CR74","doi-asserted-by":"crossref","first-page":"331","DOI":"10.1111\/1467-9884.00363","volume":"52","author":"K. Yu","year":"2003","unstructured":"Yu, K., Lu, Z., Stander, J.: Quantile regression: applications and current research areas. Statistician 52, 331\u2013350 (2003)","journal-title":"Statistician"},{"key":"9381_CR75","doi-asserted-by":"crossref","first-page":"1867","DOI":"10.1080\/03610920500199018","volume":"34","author":"K. Yu","year":"2005","unstructured":"Yu, K., Zhang, J.: A three-parameter asymmetric Laplace distribution and its extension. Commun. Stat., Theory Methods 34, 1867\u20131879 (2005)","journal-title":"Commun. Stat., Theory Methods"},{"key":"9381_CR76","doi-asserted-by":"crossref","first-page":"437","DOI":"10.1016\/S0167-7152(01)00124-9","volume":"54","author":"K.M. Yu","year":"2001","unstructured":"Yu, K.M., Moyeed, R.A.: Bayesian quantile regression. Stat. Probab. Lett. 54, 437\u2013447 (2001)","journal-title":"Stat. Probab. Lett."},{"key":"9381_CR77","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1111\/j.1541-0420.2009.01269.x","volume":"66","author":"Y. Yuan","year":"2010","unstructured":"Yuan, Y., Yin, G.: Bayesian quantile regression for longitudinal studies with nonignorable missing data. Biometrics 66, 105\u2013114 (2010)","journal-title":"Biometrics"},{"key":"9381_CR78","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1006\/jmva.1999.1849","volume":"72","author":"Q.S. Zhao","year":"2000","unstructured":"Zhao, Q.S.: Restricted regression quantiles. J. Multivar. Anal. 72, 78\u201399 (2000)","journal-title":"J. Multivar. Anal."}],"container-title":["Statistics and Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11222-013-9381-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11222-013-9381-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11222-013-9381-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,6]],"date-time":"2024-05-06T06:21:54Z","timestamp":1714976514000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11222-013-9381-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,2,20]]},"references-count":78,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2014,5]]}},"alternative-id":["9381"],"URL":"https:\/\/doi.org\/10.1007\/s11222-013-9381-9","relation":{},"ISSN":["0960-3174","1573-1375"],"issn-type":[{"value":"0960-3174","type":"print"},{"value":"1573-1375","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,2,20]]}}}