References
- Barrientos-Marín , J. , Ferraty , F. and Vieu , P. 2009 . Locally Modelled Regression and Functional Data . Journal of Nonparametric Statistics , DOI: 10.1080/10485250903089930
- Battese , G. E. , Harter , R. M. and Fuller , W. A. 1988 . An Error Components Model for Prediction of County Crop Areas Using Survey and Satellite Data . Journal of the American Statistical Association , 83 : 28 – 36 .
- Breslow , N. E. and Clayton , D. G. 1993 . Approximate Inference in Generalized Linear Mixed Models . Journal of the American Statistical Association , 88 : 9 – 25 .
- Carroll , R. J. , Fan , J. , Gijbels , I. and Wand , M. P. 1997 . Generalized Partially Linear Single-Index Models . Journal of the American Statistical Association , 92 : 477 – 489 .
- Chambers , R. and Tzavidis , N. 2006 . M-quantile Models for Small Area Estimation . Biometrika , 93 : 255 – 268 .
- Claeskens , G. and Hart , J. D. 2009 . Goodness-of-fit Tests in Mixed Models . Test , 18 : 213 – 239 .
- Diggle , P. J. , Tawn , J. A. and Moyeed , R. A. 1998 . Model-Based Geostatistics . Applied Statistics , 47 : 299 – 350 . (with discussion)
- Fahrmeir , L. and Tutz , G. 2001 . Multivariate Statistical Modelling Based on Generalized Linear Models , New York : Springer-Verlag .
- Fan , J. , Heckman , N. and Wand , M. P. 1995 . Local Polynomial Kernel Regression for Generalized Linear Models and Quasi-Likelihood Functions . Journal of the American Statistical Association , 90 : 141 – 150 .
- Ghosh , M. and Rao , J. N.K. 1994 . Small Area Estimation: An Appraisal . Statistical Science , 9 : 55 – 93 . (with discussion)
- Ghosh , M. , Natarajan , D. , Stroud , T. W.F. and Carlin , B. P. 1998 . Generalized Linear Models for Small-Area Estimation . Journal of the American Statistical Association , 93 : 273 – 282 .
- González-Manteiga , W. , Lombardía , M. J. , Molina , I. , Morales , D. and Santamaría , L. 2007 . Estimation of the Mean Squared Error of Predictors of Small Area Linear Parameters Under a Logistic Mixed Model . Computational Statistics & Data Analysis Journal , 51 : 2720 – 2733 .
- Härdle , W. , Mammen , E. and Müller , M. 1998 . Testing Parametric Versus Semiparametric Modeling in Generalized Linear Models . Journal of the American Statistical Association , 93 : 1461 – 1473 .
- Härdle , W. , Huet , S. , Mammen , E. and Sperlich , S. 2004 . Bootstrap Inference in Semiparametric Generalized Additive Models . Econometric Theory , 20 : 265 – 300 .
- Jiang , J. and Lahiri , P. 2006 . Mixed Model Prediction and Small Area Estimation . Test , 15 : 1 – 96 .
- Laird , N. M. and Ware , J. H. 1982 . Random-Effects Models for Longitudinal Data . Biometrics , 38 : 963 – 974 .
- Lee , Y. and Nelder , J. A. 1996 . Hierarchical Generalized Linear Models . Journal of the Royal Statistical Society , 58 : 619 – 678 . (with discussion) Series B
- Lin , X. and Carroll , R. J. 2006 . Semiparametric Estimation in General Repeated Measures Problems . Journal of the Royal Statistical Society , 68 : 69 – 88 . Series B
- Lombardía , M. J. and Sperlich , S. 2008 . Semiparametric Inference in Generalized Mixed Effects Models . Journal of the Royal Statistical Society , 70 : 913 – 930 . Series B
- Malec , D. , Sedransk , J. , Moriarity , C. L. and LeClere , F. B. 1997 . Small Area Inference for Binary Variables in the National Health Interview Survey . Journal of the American Statistical Association , 92 : 815 – 826 .
- McCulloch , C. E. and Searle , S. R. 2001 . Generalized, Linear, and Mixed Models , New York : John Wiley & Sons, Inc .
- Opsomer , J. , Claeskens , G. , Ranalli , M. G. , Kauermann , G. and Breidt , F. J. 2005 . Nonparametric Small Area Estimation Using Penalized Spline Regression . Journal of the Royal Statistical Society , 70 : 265 – 286 . Series B
- Pfeffermann , D. and Barnard , C. H. 1991 . Some New Estimators for Small Area Means with Application to the Assessment of Farmland Values . Journal of Business & Economic Statistics , 9 : 73 – 83 .
- Prasad , N. G.N. and Rao , J. N.K. 1990 . The Estimation of the Mean Squared Error of Small-Area Estimators . Journal of the American Statistical Association , 85 : 163 – 171 .
- Rao , J. N.K. 2003 . Small Area Estimation , New York : John Wiley & Sons, Inc .
- Rodríguez-Póo , J. M. , Sperlich , S. and Vieu , P. 2003 . Semiparametric Estimation of Weak and Strong Separable Models . Econometric Theory , 19 : 1008 – 1039 .
- Schall , R. 1991 . Estimation in Generalized Linear Models with Random Effects . Biometrika , 78 : 719 – 727 .
- Severance-Lossin , E. and Sperlich , S. 1999 . Estimation of Derivatives for Additive Separable Models . Statistics , 33 : 241 – 265 .
- Severini , T. A. and Wong , W. H. 1992 . Profile Likelihood and Conditionally Parametric Models . Annals of Statistics , 20 : 1768 – 1802 .
- Sperlich , S. , Tjøstheim , D. and Yang , L. 2002 . Nonparametric Estimation and Testing of Interaction in Additive Models . Econometric Theory , 18 : 197 – 251 .