Prof. Dr. Alois Kneip - Publikationen


Publikationen

     

  • KNEIP, A., POSS, D.  and SARDA, P.  (2016). Functional Linear Regression with Points of Impact.  Annals of Statistics, 44, 1-30
  • KNEIP, A., SIMAR, L. and WILSON, P. (2016). Testing Hypotheses in Nonparametric Models of Production. Journal of Business & Economic Statistics, 34, 435-456
  • KNEIP, A., SIMAR, L. and VAN KEILEGOM,  I. (2015). Frontier estimation in the presence of measurement error with unknown variance. Journal of Econometrics, 184, 379-393
  • KNEIP, A., SIMAR, L. and WILSON, P. (2015). When bias kills the variance: Central limit theorems for DEA and FDH efficiency scores. Econometric Theory, 28, 590-628
  • BADA, O. and KNEIP, A. (2014). Parameter cascading for panel models with unknown number of unobserved factors: An application to the credit spread puzzle. Computational Statistics and Data Analysis, 76, 95-115
  • KNEIP, A., SICKLES. R.C. and SONG, W. (2012). A new panel data treatment for heterogeneity in time trends.  Econometric Theory, 31, 394-422
  • PALUCH, M., KNEIP. A. and HILDENBRAND, W. (2012). Individual versus Aggregate income elasticities for heterogeneous populations. Journal of Applied Econometrics, 27, 847-869
  • KNEIP, A. and SICKLES, R.C. (2012). Panel data, factor models, and the Solow residual. in: Exploring Research Frontiers in Contemporary Statistics and Econometrics; van Keilegom, I. and Wilson, P.  (eds.); Springer Verlag, New York, 83-114
  • KNEIP, A. and SARDA, P. (2011). Factor models and variable selection in high
     dimensional regression analysis. Annals of Statistics, 39, 2410-2447
  • KNEIP, A., SIMAR, L. and WILSON, P. (2011). A computationally efficient, consistent bootstrap for inference with non-parametric DEA estimators.  Computational Economics, 38, 483-515
  • CRAMBES, C., KNEIP, A. and SARDA, P. (2009). Smoothing splines estimators for functional linear regression. Annals of Statistics, 37, 35-72
  • BENKO, M., HÄRDLE, W. and KNEIP, A. (2009). Common functional principal components. Annals of Statistics, 37, 1-34
  • KNEIP, A., SIMAR, L. and WILSON,P. (2008). Asymptotics and consistent bootstraps for DEA estimators in nonparametric frontier models. Econometric Theory, 24, 1663-1697
  • KNEIP, A. and RAMSAY, J. (2008). Combining registration and fitting for functional models. Journal of the American Statistical Association, 103, 1155-1165
  • CARDOT, H., CRAMBES, Ch., KNEIP. A and P. SARDA (2007). Smoothing Splines Estimators in Functional Linear Regression with Errors-in-Variables. Computational Statistics & Data Analysis, 51, 4832-4848.
  • HILDENBRAND, W. and KNEIP, A. (2005). Aggregate behavior and microdata. Games and Economic Behavior, 50, 3-27
  • HILDENBRAND, W. and KNEIP, A. (2005). On behavioral heterogeneity. Economic Theory, 25, 155-169
  • KNEIP, A., SICKLES, R.C. and SONG, W. (2004). Functional data analysis and mixed effect models. in: COMPSTAT 2004 - Proceedings in Computational Statistics ; ed. Antoch, J., Springer Verlag, New York, 315-326
  • GIJBELS, I., HALL, P. and KNEIP, A. (2004). Interval and band estimation for curves with jumps. Journal of Applied Probability, 41A, 65-79
  • KNEIP, A. and UTIKAL, K. (2001). Inference for density families using functional principal component analysis. Journal of the American Statistical Association, 96, 519-532 (with discussion)
  • KNEIP, A. and UTIKAL, K. (2001). Rejoinder to the discussion of ''Inference for density families using functional principal component analysis''. Journal of the American Statistical Association, 96, 540-542
  • KNEIP, A. and UTIKAL, K. (2001). Time trends in the joint distribution of income and age. in: Economic Essays, A Festschrift for Werner HILDENBRAND; ed. Debreu, G., Neuefeind, W., and Trockel, W. , Springer Verlag, New York, Heidelberg, 253-274
  • KNEIP, A., Li, X., MACGIBBON, B. and RAMSAY, J.O. (2000). Curve registration by local regression. Canadian Journal of Statistics, 28, 19-30
  • HILDENBRAND, W., KNEIP, A. and UTIKAL, K. (1999). Une analyse non paramétrique des distributions du revenu et des caractéristiques des ménages. Revue de Statistique Appliquée, 47, 39-56
  • HÄRDLE, W. and KNEIP, A. (1999). Testing a regression model when we have smooth alternatives in mind. Scandinavian Journal of Statistics, 26, 221-238
  • GIJBELS, I., HALL, P. and KNEIP, A. (1999). On the estimation of jump points in smooth curves. Annals of the Institute of Statistical Mathematics, 51, 231-251
  • KNEIP, A. (1999). Behavioral heterogeneity and structural properties of aggregate demand. Journal of Mathematical Economics, 31, 49-79
  • HILDENBRAND, W. and KNEIP, A. (1999). Demand aggregation under structural stability. Journal of Mathematical Economics, 31, 81-109
  • KNEIP, A. (1999). Comment on ''Robust functional data analysis'' by Locantore, N, Marron, J.S., Simpson, D.G, Triploi, N., Zhang, J.T. and Cohen, K.L. Test, 8, 50-54
  • KNEIP, A., PARK, B.U. and SIMAR, L. (1998). A note on the convergence of nonparametric DEA estimators for production efficiency scores. Econometric Theory, 14, 783-793
  • KNEIP, A. (1998). Comment on ''Smoothing Spline Models for the Analysis of Nested and Crossed Samples of Curves'' by Brumback, B. and Rice, J. Journal of the American Statistical Association, 93, 984-986
  • ENGEL, J. and KNEIP, A. (1996). Comment on ''Flexible smoothing with B-splines and penalties'' by Eilers, P.H.C, and Brian, D.M. Statistical Science, 11, 109-110
  • KNEIP, A. and ENGEL, J. (1996). A remedy for kernel regression under random design. Statistics, 28, 201-225
  • ENGEL, J. and KNEIP, A. (1996). Recent approaches to estimating Engel curves. Journal of Economics, 63, 187-212
  • KNEIP, A. and SIMAR, L. (1996). A general framework for frontier estimation with panel data. Journal of Productivity Analysis, 7, 187-212
  • KNEIP, A. (1995). Discussion of ''Econometrics of Information and Efficiency'' by Jati K. Sengupta. Journal of Economics, 61, 336-337
  • GASSER, T. and KNEIP, A. (1995). Searching for structure in curve samples. Journal of the American Statistical Association, 90, 1179-1188
  • KNEIP, A. and ENGEL, J. (1995). Model estimation in nonlinear regression under shape invariance. Annals of Statistics, 23, 551-570
  • ENGEL, J. and KNEIP, A. (1995). Model estimation in nonlinear regression. in: Statistical Modelling, Proceedings of the 10th International Workshop on Statistical Modelling; ed. Seeber G.U.H., Francis B.J., Hatzinger R., Steckel-Berger G. , Springer Verlag, New York, Heidelberg
  • KNEIP, A. (1994). Nonparametric estimation of common regressors for similar curve data. Annals of Statistics, 22, 1386-1428
  • KNEIP, A. (1994). Ordered linear smoothers. Annals of Statistics, 22, 835-866
  • GASSER, T., KNEIP, A., ZIEGLER, P., MOLINARI, L., PRADER, A. and LARGO, R. (1994). Development and outcome of indices of obesity in normal children. Annals of Human Biology, 21, 275-286
  • HILDENBRAND, W. and KNEIP, A. (1993). Family expenditure data, heteroscedasticity and the law of demand. Richerche Economiche, 47, 137-165
  • GASSER, T., ZIEGLER, P., KNEIP, A., PRADER, A., MOLINARI, L. and LARGO, R. (1993). The dynamics of growth of weight, circumferences and skinfolds in distance, velocity and acceleration Annals of Human Biology, 20, 239-259
  • HERRMANN, E., GASSER, T. and KNEIP, A. (1992). Choice of bandwidth for kernel regression when residuals are correlated. Biometrika, 79, 783-796
  • KNEIP, A. and GASSER, T. (1992). Statistical tools to analyze data representing a sample of curves. Annals of Statistics, 20, 1266-1305
  • GASSER, T., KNEIP, A. and KÖLER, W. (1991). A flexible and fast method for automatic smoothing. Journal of the American Statistical Association, 86, 643--652
  • GASSER, T., KNEIP, A., ZIEGLER, P., LARGO, R. and PRADER, A. (1991). The dynamics of growth of width in distance, velocity and acceleration. Annals of Human Biology, 18, 449--461
  • GASSER, T., KNEIP, A., BINDING, A., PRADER, A. and MOLINARI, L. (1991). The dynamics of linear growth in distance, velocity and acceleration. Annals of Human Biology, 18, 187--205
  • GASSER, T., KNEIP, A., ZIEGLER, P., LARGO, R. and PRADER, A. (1990). A method for determining the dynamics and intensity of average growth. Annals of Human Biology, 17, 459--474
  • KNEIP, A. and PFEIFFER-KURDA, M. (1990). Anmerkungen zu ''Gauquelins Planetenhypothese: Stein des Anstoßes oder Prüfstein der Vernunft'' von Suitbert Ertel. Psychologische Rundschau, 23, 235--237
  • GASSER, T. and KNEIP, A. (1990). Analysis of samples of curves. in: Non-parametric functional estimation and related topics. ed. G.G. Roussas, NATO ASI Series, Kluwer Academic Publishers
  • GASSER, T. and KNEIP, A. (1989). Discussion of ''Linear smoothers and additive models'' by A. Buja, T. Hastie, R. Tibshirani. Annals of Statistics, 17, 532--535
  • GASSER, T., KNEIP, A., BINDING, A., LARGO, R. and MOLINARI, L. (1989). Flexible methods for nonparametric fitting of individual and sample growth curves. in: Anxology 88, ed. J.M. Tanner, Smith-Gordon, London
  • KNEIP, A. and GASSER, T. (1988). Convergence and consistency results for self modeling nonlinear regression. Annals of Statistics, 11, 82--112
  • GASSER, T., KÖHLER, W., MÜLLER, H.G., KNEIP, A., LARGO, R. and MOLINARI, L. (1984). Velocity and Acceleration of height growth using kernel estimation. Annals of Human Biology, 11, 397--411
  • HÄRDLE, W. and KNEIP, A. (1983). DACAPO: Ein Programm-Paket zur graphischen Verarbeitung von Daten und Funktionen. Angewandte Informatik, 7, Depot
  • GASSER, T., KNEIP, A. and VERLEGER, R. (1982). Modification of the EEG time constant by digital filtering. Psychophysiology, 19, 237--240