PUBLICATIONS

1979-1989

1990-1994

1995-1999

2000-2004

2005-2009

2010-2014

2015-2017

Reviews and Preprints

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2015-2017

Dai, X., Müller, H.G., Yao, F. (2017). Optimal Bayes classifiers for functional data and density ratios. Biometrika (pdf) (Supplement)

Lin, Z., Müller, H.G., Yao, F. (2017). Mixture inner product spaces and their application to functional data analysis. Annals of Statistics (pdf)

Chen, K., Delicado, P., Müller, H.G. (2017). Modeling function-valued stochastic processes, with applications to fertility dynamics. J. Royal Statistical Society B 79, 177-196. (pdf)

Han, K., Müller, H.G., Park, B.U. (2017). Smooth backfitting for additive modeling with small errors-in-variables, with an application to additive functional regression for multiple predictor functions. Bernoulli (pdf)

Dai, X., Tao, W., Müller, H.G. (2017). Derivative principal components for representing the time dynamics of longitudinal and functional data. Statistica Sinica (pdf)

Ji, H., Müller, H.G., Papadopoulos, N.T., Carey, J.R. (2017). Quantifying functionals of age distributions in the wild by solving an operator equation. J. Mathematical Biology (pdf)

Wang, J.L., Chiou, J., Müller, H.G. (2016). Functional Data Analysis. Annual Review of Statistics and Its Application 3, 257-295.(pdf)

Ji, H., Müller, H.G. (2017). Optimal designs for longitudinal and functional data. J. Royal Statistical Society B 79, 859-876.(pdf)

Müller, H.G., Petersen, A. (2016). Density estimation including examples. Wiley StatsRef: Statistics Reference Online (WSR) (pdf)

Müller, H.G. (2016). Peter Hall, Functional Data Analysis and Random Objects. Annals of Statistics 44, 1867-1887.(pdf)

Müller, H.G. (2016). Obituary: Peter Hall. Bernoulli News 23, 9-11.(pdf)

Petersen, A., Müller, H.G. (2016). Fréchet integration and adaptive metric selection for interpretable covariances of multivariate functional data. Biometrika 103, 103–120. (pdf)

Petersen, A., Müller, H.G. (2016). Functional data analysis for density functions by transformation to a Hilbert space. Annals of Statistics 44, 183-218. (pdf)

Chiou, J., Müller, H.G. (2016). A pairwise interaction model for multivariate functional and longitudinal data. Biometrika 103, 377-396. (pdf)

Papadopoulos, N.T., Carey, J.R., Ioannou, C.S., Hao, J., Müller, H.G., Wang, J.L., Luckhart, S., Lewis, E. (2016). Seasonality of post-capture longevity in a medically-important mosquito (Culex pipiens). Frontiers in Ecology and Evolution 4:63. (pdf)

Petersen, A., Zhao, J., Carmichael, O., Müller, H.G. (2016). Quantifying individual brain connectivity with functional principal component analysis for networks. Brain Connectivity 6, 540-547.(abstract)

Carey, J.R., Liedo, P., Xu, C., Wang, J.L., Müller, H.G., Su, Y.R., Vaupel, J.W. (2016). Diet shapes mortality response to trauma in old tephritid fruit flies. PLOS One 11:e01584678. (pdf)

Harwood, J.F., Chen, K., Liedo, P., Müller, H.G., Wang, J.L., Morice, A.E., Carey, J.R. (2015). Female access and diet affect insemination success, senescence, and the cost of reproduction in male Mexican fruit flies (Anastrepha ludens). Physiological Entomology 40, 65-71.

Hadjipantelis, P.Z., Aston, J.A.D., Müller, H.G., Evans, J. (2015). Unifying amplitude and phase analysis: A compositional data approach to functional multivariate mixed-effects modeling of Mandarin Chinese. J. American Statistical Association 110, 545-559. (pdf)

Chen, K., Zhang, X., Petersen, A., Müller, H.G. (2015). Quantifying infinite-dimensional data: Functional Data Analysis in action. Statistics in Biosciences, 1-23. (pdf)

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2010-2014

Chiou, J., Müller, H.G. (2014). Linear manifold modeling of multivariate functional data. J. Royal Statistical Society B 76, 605-626. (pdf)

Peng, J., Paul, D., Müller, H.G. (2014). Time-warped growth processes, with applications to the modeling of boom-bust cycles in house prices. Annals of Applied Statistics 8, 1561–1582. (pdf)

Chen, K., Müller, H.G. (2014). Modeling conditional distributions for functional responses, with application to traffic monitoring via GPS-enabled mobile phones. Technometrics 56, 347-358. (pdf)

Zhou, R.R., Serban, N., Gebraeel, N., Müller, H.G. (2014). A functional time warping approach to modeling and monitoring truncated degradation signals. Technometrics 56, 67–77. (pdf)

Hadjipantelis, P.Z., Aston, J.A.D., Müller, H.G., Moriarty, J. (2014). Analysis of spike train data: A multivariate mixed effects model for phase and amplitude. Electronic J. Statistics 8, 1797–1807. (pdf)

Arribas-Gil, A., Müller, H.G. (2014). Pairwise dynamic time warping for event data. Computational Statistics and Data Analysis 69, 255--268. (pdf)

Wu, S., Müller, H.G., Zhang, Z. (2013). Functional data analysis for point processes with rare events. Statistica Sinica 23, 1--23. (pdf)

Müller, H.G. (2013). Three papers by Peter Bickel on nonparametric curve estimation. In: Selected Works of Peter J. Bickel, Ed. Fan, J., Ritov, Y., Wu, J., Springer, New York, p. 187ff. (pdf)

Müller, H.G., Wu, Y., Yao, F. (2013). Continuously additive models for nonlinear functional regression. Biometrika 100, 607--622. (pdf)

Harwood, J.F., Chen, K., Müller, H.G., Wang, J.L., Vargas, R.I., Carey, J.R. (2013). Effects of diet and host access on fecundity and lifespan in two fruit fly species with different life history patterns. Physiological Entomology 38, 81--88.

Gottlieb, A., Müller, H.G. (2012). A stickiness coefficient for longitudinal data. Computational Statistics and Data Analysis 56, 4000--4010. (pdf)

Chen, K., Müller, H.G. (2012). Conditional quantile analysis when covariates are functions, with application to growth data. J. Royal Statistical Society B 74, 67-89. (pdf)

Chen, D., Müller, H.G. (2012). Nonlinear manifold representations for functional data. Annals of Statistics 40, 1-29. (pdf)

Clifford, A.J., Chen, K., McWade, L., Rincon, G., Kim, S.H., Holstege, D.M., Owens, J.E., Liu, B., Müller, H.G., Medrano, J.F., Fadel, J.G., Moshfegh, A.J., Baer, D.J., Novotny, J.A. (2012). Gender and Single Nucleotide Polymorphisms in MTHFR, BHMT, SPTLC1, CRBP2, CETP, and SCARB1 are significant predictors of plasma homocysteine normalized by RBC folate in healthy adults. J. Nutrition 142, 1764-1771.

Verzelen, N., Tao, W., Müller, H.G. (2012). Inferring stochastic dynamics from functional data. Biometrika 99, 533-550. (pdf)

Carey, J.R., Müller, H.G., Wang, J.L., Papadopoulos, N., Diamantidis, A., Kouloussis, N. (2012). Graphical and demographic synopsis of the captive cohort method for estimating population age structure in the wild. Experimental Gerontology 47, 787-791.

Chen, K., Müller, H.G. (2012). Modeling of repeated functional observations. J. American Statistical Association 104, 1599--1609. (pdf) (Supplement)

Gottlieb, A., Müller, H.G., Massa, A.N., Wanjugi, H., Deal, K.R., You, F.M., Xu, X., Gu, Y.Q., Luo, M., Anderson, O.D., Chan, A.P., Rabinowicz, P., Devos, K.M., Dvorak, J. (2012). Insular organization of gene space in grass genomes. PLOS One 8, e54101. (pdf)

Müller, H.G. (2011). Functional data analysis. International Encyclopedia of Statistical Science Ed. Lovric, M. Springer Science Business Media, Heidelberg. Extended online version available in StatProb: The Encyclopedia Sponsored by Statistics and Probability Societies, id 242, Online Version, Print Version

Chen, D., Hall, P., Müller, H.G. (2011). Single and multiple index functional regression models with nonparametric link. Annals of Statistics 38, 3458-3486. (pdf)

Zhang, Z., Müller, H.G. (2011). Functional density synchronization. Computational Statistics and Data Analysis 55, 2234-2249. (pdf)

Yang, W., Müller, H.G., Stadtmüller, U. (2011). Functional singular component analysis. J. Royal Statistical Society B 73, 303-324. (pdf)

Chen, K., Chen, K., Müller, H.G., Wang, J.L. (2011). Stringing high-dimensional data for functional analysis. J. American Statistical Association 106, 275-284. (pdf) (supplement)

Kouloussis, N.A., Papadopoulos, N.T., Katsoyannos, B.L., Müller, H.G., Wang, J.L., Su, Y.R., Molleman, F., Carey, J.R. (2011). Seasonal trends in Ceratitis capitata reproductive potential derived from live-caught adult females in Greece. Entomologia Experimentalis et Applicata 140, 181-188.

Wu, S., Müller, H.G. (2011). Response-adaptive regression for longitudinal data. Biometrics 73, 303-324.(pdf)

Müller, H.G., Yao, F. (2010). Empirical dynamics for longitudinal data. Annals of Statistics 38, 3458-3486. (pdf)

Sentürk, D., Müller, H.G. (2010). Functional varying coefficient models for longitudinal data. J. American Statistical Association 105, 1256-1264. (pdf)

Duyck, P.F., Kouloussis, N.A., Papadopoulos, N.T., Quilici, S., Wang, J.L., Jiang, C.R., Müller, H.G., Carey, J.R. (2010). Lifespan of a Ceratitis fruit fly increases with higher altitude. Biological J. Linnean Society 101, 345-350.

Müller, H.G., Yao, F. (2010). Additive modeling of functional gradients. Biometrika 97, 791-806.(pdf)

Müller, H.G., Yang, W. (2010). Dynamic relations for sparsely sampled Gaussian processes. Test 19, 1-29. (pdf)

Wu, Y., Fan, J., Müller, H.G.(2010). Varying-coefficient functional linear regression. Bernoulli 16, 730-758. (pdf)

Papadopoulos, N., Liedo, P., Müller, H.G., Wang, J.L., Molleman, F., Carey, J.R. (2010). Cost of reproduction in male medflies: The primacy of sexual courting in extreme longevity reduction. J. Insect Physiology 56, 283-287.

Yao, F., Müller, H.G. (2010). Functional quadratic regression. Biometrika 97, 49-64. (pdf)

Wu, P.S., Müller, H.G. (2010). Functional embedding for the classification of gene expression profiles. Bioinformatics 26, 509-517. (pdf)

He, G., Müller, H.G., Wang, J.L., Yang, W. (2010). Functional linear regression via canonical analysis. Bernoulli 16, 705-729. (pdf)

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2005-2009

Tang, R., Müller, H.G. (2009). Time-synchronized clustering of gene expression trajectories. Biostatistics 10, 32-45. (pdf)

Müller, H.G. (2009). Functional modeling of longitudinal data. In: Longitudinal Data Analysis (Handbooks of Modern Statistical Methods), Ed. Fitzmaurice, G., Davidian, M., Verbeke, G., Molenberghs, G., Wiley, New York, 223--252. (pdf)

Papadopoulos, N., Carey, J., Liedo, P., Müller, H.G., Sentürk, D. (2009). Virgin medfly females compete for mates. Physiological Entomology 34, 238-245.

Chiou, J., Müller, H.G. (2009). Modeling hazard rates as functional data for the analysis of cohort lifetables and mortality forecasting. J. American Statistical Association 104, 572-585. (pdf)

Carey, J.R., Liedo, P., Müller, H.G., Wang, J.L., Yang, W., Molleman, F. (2009). Leg impairments elicit graded and sex-specific demographic responses in the tephritid fruit fly Anastrepha ludens. Experimental Gerontology 44, 541-545.

Sentürk, D., Müller, H.G. (2009). Covariate-adjusted generalized linear models. Biometrika 96, 357-370. (pdf)

Kouloussis, N.A., Papadopoulos, N.T., Müller, H.G., Wang, J.L., Mao, M., Katsoyannos, B.I., Duyck, P.F., Carey, J.R. (2009). Life table assay of field-caught Mediterranean fruit flies, Ceratitis capitata, reveals age bias. Entomologia Experimentalis et Applicata 123, 172-181.

Liu, B., Müller, H.G. (2009). Estimating derivatives for samples of sparsely observed functions, with application to on-line auction dynamics. J. American Statistical Association 104, 704-717. (pdf)

Zou, S., Carey, J.R., Ingram, D.K., Müller, H.G., Wang, J.L., Yao, F., Yu, B., Zhou, A. (2009). The prolongevity effect of resveratrol depends on dietary composition and calorie intake in a tephritid fruit fly. Experimental Gerontology 44, 472-476.

Chiou, J., Müller, H.G., Wang, J.L. (2009). Comment on "Functional time series forecasting" by Hyndman, R.J., Shang, H.L. J. of the Korean Statistical Society 38, 213-215.

Hall, P., Müller, H.G., Yao, F. (2009). Estimation of functional derivatives. Annals of Statistics 37, 3307-3329. (pdf)

Müller, H.G., Wu, S., Diamantidis, A.D., Papadopoulos, N.T., Carey, J.R. (2009). Reproduction is adapted to survival characteristics across geographically isolated medfly populations. Proceedings of the Royal Society B 276, 4409-4416. (pdf) (supplement)

Peng, J., Müller, H.G. (2008). Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. Annals of Applied Statistics 2, 1056-1077. (pdf)

Carey, J. R., Papadopoulos, N.T., Müller, H.G., Katsoyannos, B.I., Kouloussis, N.A., Wang, J.L., Wachter, K., Yu, W., Liedo, P. (2008). Age structure changes and extraordinary lifespan in wild medfly populations. Aging Cell 7, 426-437.

Sentürk, D., Müller, H.G. (2008). Generalized varying coefficient models for longitudinal data. Biometrika 95, 653-666. (pdf)

Liu, B. & Müller, H.G. (2008). Functional data analysis for sparse auction data. Wiley & Sons, Inc, 269-290. (pdf)

Tang, R., Müller, H.G. (2008). Pairwise curve synchronization for high-dimensional data. Biometrika 95, 875-889. (pdf)

Müller, H.G. (2008). Functional modeling of longitudinal data. Ed. Fitzmaurice, G. et al., Wiley & Sons, Inc, 223-252.

Carey, J. R., Harshman, L., Liedo, P., Müller, H.G., Wang, J.L., Zhen, Z. (2008). Longevity-fertility trade-offs in the tephritid fruit fly, Anastrepha ludens, across dietary-restriction gradients. Aging Cell 7, 470-477.

Hall, P., Müller, H.G., Yao, F. (2008). Modeling sparse generalized longitudinal observations via latent Gaussian processes. Journal of the Royal Statistical Society B 70, 703-723. (pdf)

Müller, H.G., Yao, F. (2008). Functional additive models. Journal of the American Statistical Association 103, 426-437. (pdf)

Hall, P., Leng, X., Müller, H.G. (2008). Weighted-bootstrap alignment of explanatory variables. J. Statistical Planning and Inference 138, 1817-1827. (pdf)

Müller, H.G., Chiou, J.M., Leng, X. (2008). Inferring gene expression dynamics via functional regression analysis. BMC Bioinformatics 9:60. (pdf)

Carey, J. R., Pinter-Wollman, N., Wyman, M., Müller, H.G., Molleman, F., Zhang, N. (2007). A search for principles of disability using experimental impairment of Drosophila melanogaster. Experimental Gerontology 62, 126-135.

Chen, J., Sentürk, D., Wang, J.L., Müller, H.G., Carey, J. R., Caswell, H., Caswell-Chen, E. P. (2007). A demographic analysis of the fitness cost of extended longevity in C. elegans. Journal of Gerontology - Biological Sciences and Medical Sciences 42, 166-172.

Müller, H.G. (2007). Linearly unbiased estimation of conditional moment and correlation functions. In: Advances in Statistical Modeling and Inference. Essays in Honor of Kjell A. Doksum, Ed. Nair, V., World Scientific, pp. 315-333. (pdf)

Rogina, B, Wolverton, T., Bross, T.G.,  Chen, K., Müller, H.G., Carey, J.R. (2007). Distinct biological epochs in the reproductive life of female Drosophila melanogaster. Mechanisms of Ageing and Development 128, 477-485.

Müller, H.G., Wang, J.L., Yu, W., Delaigle, A., Carey, J. R. (2007). Survival and aging in the wild via residual demography.  Theoretical Population Biology 72, 513-522. (pdf)

Chiou, J., Müller, H.G. (2007). Diagnostics for functional regression via residual processes. Computational Statistics & Data Analysis 51, 4849-4863. (pdf)

Müller, H.G., Wang, J.L. (2007). Density and failure rate estimation. In:  Encyclopedia of Statistics in Quality and Reliability, Ed. Ruggeri, F., Kenett, R., Faltin, F.W., Wiley, Chichester, pp. 517-522.

Delaigle, A., Hall, P., Müller, H.G. (2007). Accelerated convergence for nonparametric regression with coarsened predictors. Annals of Statistics 35, 2639-2653. (pdf)

Müller, H.G. (2007). Comment on "Nonparametric Inference with Generalized Likelihood Ratio Tests'' by Fan, J., Jiang, J. Test 16, 450-452.

Carey, J. R., Papadopoulos, N. T., Kouloussis, N. A., Katsoyannos, B. I., Müller, H.G., Wang, J.L., Tseng, Y. (2006). Age-specific and lifetime behavior patterns in Drosophila melanogaster and the Mediterranean fruit fly, Ceratitis capitata. Experimental Gerontology 41, 93-97.

Kaysen, G. A., Müller, H.G., Ding, J., Chertow, G. M. (2006). Challenging the validity of the erythropoietin index. American Journal of Kidney Diseases 47, 166e1-166e13.

Leng, X., Müller, H.G. (2006). Classification using functional data analysis for temporal gene expression data. Bioinformatics 22, 68-76. (pdf)

Hall, P., Müller, H.G., Wu, P.S. (2006).  Real-time density and mode estimation with application to time-dynamic mode tracking. J. Computational Graphical Statistics 15, 82-100. (pdf) (animations) (appendix)

Müller, H.G., Wai, N. (2006). Asymptotic fluctuations of mutagrams. Statistics and Probability Letters 76, 1201-1210.

Şentürk, D., Müller, H.G. (2006). Inference for covariate adjusted regression via varying coefficient models. The Annals of Statistics 34, 654-679. (pdf)

Hall, P., Müller, H.G., Wang, J.L. (2006). Properties of principal component methods for functional and longitudinal data analysis. The Annals of Statistics 34, 1493-1517. (pdf)

Müller, H.G., Stadtmüller, U., Yao, F. (2006). Functional variance processes. Journal of the American Statistical Association 101, 1007-1018. (pdf)

Zhang, Y., Müller, H.G., Carey, J. R., Papadopoulos, N. T. (2006). Behavioral trajectories as predictors in event history analysis: Male calling behavior forecasts medfly longevity. Mechanisms of Ageing and Development 127, 680-686. (pdf)

Müller, H.G., Yao, F. (2006). Regressing longitudinal response trajectories on a covariate. Imperial College Press, 305-324. (pdf)

Leng, X., Müller, H.G. (2006). Time ordering of gene co-expression. Biostatistics 7, 569-584. (pdf)

Carey, J.R., Liedo, P., Müller, H.G., Wang, J.L., Zhang, Y., Harshman, L. (2005). Stochastic dietary restriction:  Markov-chain feeding protocol elicits complex life history response in medflies. Aging Cell 4, 31-39.

Müller, H.G., Stadtmüller, U. (2005). Generalized functional linear models. Annals of Statistics 33, 774-805. (pdf)

Şentürk , D., Müller, H.G. (2005). Covariate adjusted regression. Biometrika 92, 75-89. (pdf)

Müller, H.G. (2005). Functional modeling and classification of longitudinal data. Scandinavian J. Statistics 32, 223-240. (pdf)

Müller, H.G. (2005). Functional modeling and classification of longitudinal data – Rejoinder. Scandinavian J. Statistics 32, 245-246. (pdf)

Yao, F., Müller, H.G., Wang, J.L. (2005). Functional data analysis for sparse longitudinal data. J. American Statistical Association 100, 577-590. (pdf)

Chiou, J.M., Müller, H.G. (2005). Estimated estimating equations: semiparametric inference for clustered/longitudinal data. J. Royal Statistical Society B 67, 531-553. (pdf)

Dubin, J., Müller, H.G. (2005).  Dynamical correlation for multivariate longitudinal data. J. American Statistical Association 100, 872-881. (pdf)

Şentürk , D., Müller, H.G. (2005). Covariate adjusted correlation analysis via varying coefficient models. Scandinavian J. Statistics 32, 365-384. (pdf

Carey, J.R., Liedo, P., Müller, H.G,  Wang, J.L., Senturk, D., Harshman, L. (2005). Biodemography of a long-lived tephritid: Reproduction and longevity in a large cohort of female Mexican fruit flies, Anastrepha ludens. Experimental Gerontology 40, 793-800.

Müller, H.G., Zhang, Y. (2005). Time-varying functional regression for predicting remaining lifetime distributions from longitudinal trajectories.  Biometrics 61, 1064-1075. (pdf)

Harshman, L.G., Müller, H.G., Liu, X., Wang, Y., Carey, J.R. (2005). The symmetry of longevity. J. of Gerontology -- Biological Sciences 60, 1233-1237.

Yao, F., Müller, H.G., Wang, J.L. (2005). Functional Linear Regression Analysis for Longitudinal Data. The Annals of Statistics 33, 2873-2903. (pdf)

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2000-2004

Papadopoulos, N.T.,  Katsoyannos, B.I., Kouloussis, N.A., Carey, J.R., Müller, H.G., Zhang, Y. (2004). High sexual calling rates of young individuals predict extended life span in male Mediterranean fruit flies. Oecologia 138, 127-134.

He, G., Müller, H.G., Wang, J.L. (2004). Methods of canonical analysis for functional data. J. Statistical Planning and Inference 122, 141-159. (pdf)

Kaysen, G.A., Dubin, J.A., Müller, H.G., Rosales, L.M., Levin, N.W., Mitch, W.E., HEMO Study Group (2004). Inflammation and reduced albumin synthesis associated with stable decline in serum albumin in hemodialysis patients. Kidney International 65, 1408-1415.

Kaysen, G.A., Müller, H.G., Leng, X., Chertow, G.M. (2004). The influence of patient- and facility-specific factors on nutritional status and survival in hemodialysis. J. Renal Nutrition 14, 72-81.

Müller, H.G., Wang, J.L., Carey, J.R., Caswell-Chen, E.P., Chen, C., Papadopoulos, N., Yao, F. (2004). Demographic window to aging in the wild: Constructing life tables and estimating survival functions from marked individuals of unknown age. Aging Cell 3, 125-131. (pdf)

Chiou, J., Müller, H.G. (2004).  Quasi-likelihood regression with multiple indices and smooth link and variance functions. Scandinavian J. Statistics 31, 367-386. (pdf)

Chiou, J.M., Müller, H.G., Wang, J.L. (2004). Functional response models. Statistica Sinica 14, 675-693. (pdf)

Müller, H.G., Wai, N. (2004). Change trees and mutagrams for the visualization of local changes in sequence data. J. Computational Graphical Statistics 13, 571-585. (pdf)

Liu, X., Müller, H.G. (2004). Functional convex averaging and synchronization for time-warped random curves. J. American Statistical Association 99, 687-699. (pdf)

He, G., Müller, H.G., Wang, J.L. (2003). Functional canonical analysis for square integrable stochastic processes. J. Multivariate Analysis 85, 54-77. (pdf)  

Chiou, J.M., Müller, H.G., Wang, J.L. (2003). Functional quasi-likelihood regression with smooth random effects. J. Royal Statistical Society B 65, 405-423. (pdf)

Hall, P., Müller, H.G. (2003). Order-preserving nonparametric regression, with applications to conditional distribution and quantile function estimation. J. American Statistical Association 98, 598-608. (pdf)

Kaysen, G.A., Dubin, J.A., Müller, H.G., Mitch, W.E., Rosales, L.M., Levin, N.W., HEMO Study Group (2003). Impact of albumin synthesis and inflammation in dual regulation of fibrinogen levels in hemodialysis patients. Kidney International 63, 315-322.

Cargill, S.L., Carey, J.R., Müller, H.G., Andersen, G. (2003). Age of ovary determines remaining life expectancy in old ovariectomized mice. Aging Cell 2, 185-190.

Müller, H.G., Abramson, I., Azari, R. (2003). Nonparametric regression to the mean. Proceedings of the National Academy of Sciences USA 100, 9715-9720. (pdf)

Yao, F., Müller, H.G., Clifford, A.J., Dueker, S.R., Follett, J., Lin, Y., Buchholz, B., Vogel, J.S. (2003). Shrinkage estimation for functional principal component scores, with application to the population kinetics of plasma folate. Biometrics 59, 676-685. (pdf)

Liu, X., Müller, H.G. (2003). Modes and clustering for time-warped gene expression profile data. Bioinformatics 19, 1937-1944. (pdf)

Facer, M.,  Müller, H.G. (2003). Nonparametric estimation of the peak location in a response surface. J. Multivariate Analysis 87, 191-217. (pdf)

Chiou, J.M., Müller, H.G., Wang, J.L., Carey, J.R. (2003). A functional multiplicative effects model for longitudinal data, with application to reproductive histories of female medflies. Statistica Sinica 13, 1119-1133. (pdf)

Müller, H.G., Love, B., Hoppa, R. (2002). A semiparametric method for estimating paleodemographic profiles from age indicator data.  American J. of Physical Anthropology 116,1-14.

Müller, H.G., Chiou, J.M., Carey, J.R., Wang, J.L. (2002). Fertility and lifespan: Late children enhance female longevity. J. of Gerontology -- Biological Sciences 57, 202-206. (pdf)

Kaysen, G.A., Dubin, J.A., Müller, H.G., Mitch, W.E., Rosales, L.M., Levin, N.W., HEMO Study Group (2002). Relationships among inflammation, nutrition and physiologic mechanisms establishing albumin levels in hemodialysis. Kidney International 61, 2240-2249.

Carey, J.R., Liedo, P., Harshman, L., Zhang, Y., Müller, H.G., Partridge, L., Wang, J.L. (2002). A mortality cost of virginity at older ages in female Mediterranean fruit flies. J. of Experimental Gerontology 37, 507-512.

Love, B., Müller, H.G. (2002). A solution to the problem of obtaining a mortality schedule for paleodemographic data. Paleodemography, Ed. Hoppa, R., Vaupel, J., Cambridge University Press, pp. 181-192.

Müller, H.G., Su, C.L., Dueker, S.R., Lin, Y., Clifford, A.J., Buchholz, B., Vogel, J.S. (2002). Semiparametric modeling of labeled cell kinetics, with application to isotope labeling of erythrocytes. Biometrics 58, 937-945. (pdf)

Carey, J.R., Liedo, P., Harshman, L., Zhang, Y., Müller, H.G., Partridge, L., Wang, J.L. (2002). Life history response of Mediterranean fruit flies to dietary restriction. Aging Cell 1, 140-148.

Zatzick, D.F., Kang, S.M., Müller, H.G., Russo, J.E., Rivara, F.P., Katon, W., Jurkovich, G.J., Roy-Byrne, P. (2002). Predicting posttraumatic distress in hospitalized trauma survivors with acute injuries. American J. of Psychiatry 159, 941-946.

Papadopoulos, N.T., Carey, J.R., Katsoyannos, B.I., Kouloussis, N.A., Müller, H.G., Liu, X. (2002). Supine behaviour predicts time to death in Mediterranean fruit flies (Ceratitis capitata). Proceedings of the Royal Society B 269, 1633-1637.

Carey, J.R., Liedo, P., Harshman, L., Liu, X., Müller, H.G., Partridge, L., Wang, J.L. (2002). Food pulses increase longevity and induce cyclical egg production in Mediterranean fruit flies. Functional Ecology 16, 313-325.

Müller, H.G., Yan, X. (2001). On local moments. J.Multivariate Analysis 76, 90-109.

Müller, H.G., Carey, J.R., Wu, D., Liedo, P., Vaupel, J.W. (2001). Reproductive potential predicts longevity of female Mediterranean fruit flies. Proceedings of the Royal Society B 268, 445-450. (pdf)

Carey, J.R., Liedo, P.,Müller, H.G., Wang, J.L., Love, B., Harshman, L., Partridge, L. (2001). Female sensitivity to diet and irradiation treatments underlies sex mortality differentials in the Mediterranean fruit fly. J. of Gerontology --Biological Sciences 56, 89-93.

Chiou, J.V., Müller, H.G. (2001). Comment on "Inference for density families using functional principal components analysis'' by Kneip, A. and K. J. Urtikal, J. American Statistical Association 96, 534-537. (pdf)

Dubin, J.A., Müller, H.G., Wang, J.L. (2001). Event history graphs for censored survival data. Statistics in Medicine 20, 2951-2964. (pdf)

Kaysen, G.A., Dubin, J.A., Müller, H.G., Mitch, W.E., Levin, N.W., HEMO Study Group (2001). Levels of alpha-1acid glycoprotein and ceruloplasmin predict future albumin levels in hemodialysis patients. Kidney International 60, 2360-2366.

Kaysen, G.A., Dubin, J.A., Müller, H.G., Rosales, L.M., Levin, N.W., HEMO Study Group (2000), The acute-phase response varies with time and predicts serum albumin levels in a longitudinal study of hemodialysis patients. Kidney International 58, 346-352.

Braun, J.V., Braun, R.K., Müller, H.G. (2000), Multiple change-point fitting via quasi-likelihood, with application to DNA sequence segmentation. Biometrika 87, 301-314. <

Perez, R.V., Brown, D.J., Katznelson, S.A., Dubin, J.A., Müller, H.G., Chang, T., Rudich, S.M., McVicar, J.P., Kaysen, G.A. (2000), Pretransplant systemic inflammation and acute rejection after renal transplantation. Transplantation 69, 424-431. 

He, G.,Müller, H.G., Wang, J.L. (2000). Extending correlation and regression from multivariate to functional data. Asymptotics in Statistics and Probability, Ed. Puri, M.L., VSP International Science Publishers, pp.301-315. (pdf)

Tabnak, F., Müller, H.G., Wang, J.L., Chiou, J.V., Sun, R. (2000). A change-point model for reporting delays under change of AIDS case definition. European J. of Epidemiology 16, 1135-1141.

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1995-1999

R. Azari, Müller, H.G. (1995), Orthogonal polynomial and hybrid estimators for nonparametric regression. Algorithm AS 297. Applied Statistics 44, 264-268. (available on JSTOR)

Song, K.S., Müller, H.G., Clifford, A.J., Furr, H.C., Olson, J.A. (1995), Estimating derivatives of pharmacokinetic response curves with varying bandwidths. Biometrics 51, 12-20. (available on JSTOR)

Müller, H.G. (1995), Discussion of "Wavelet shrinkage:asymptopia'' by Donoho, D.L., Johnstone, I.M., Kerkyacharian, G., Picard, D., J. Royal Statistical Society B 57, 358-359.

Granovsky, B.L., Müller, H.G., Pfeifer, C. (1995), Some remarks on optimal kernel functions. Statistics and Decisions 13, 101-116.

Müller, H.G., Zhao, P.L. (1995), On a semiparametric variance function model and a test for heteroscedasticity. Annals of Statistics 23, 946-967. (available on JSTOR)

Müller, H.G., Song, K.S. (1996), A set-indexed process in a two-region image. Stochastic Processes and their Applications 62, 87-101.

Müller, H.G., Facer, M., Bills, N.D., Clifford, A. (1996), Statistical interaction model for exchangeability of food folates in a rat growth bioassay. J. Nutrition 126, 2585-2592.

Müller, H.G., Wang, J.L. (1996), An invariance principle for discontinuity estimation in smooth hazard functions under random censoring. Sankhya A 58, 392-402.

Capra, W.B., Müller, H.G., Wang, J.L. (1996), Nonparametric methods for oldest-old mortality and biological lifespan. In: Proc. of the Biometrics Section, Chicago 1996, American Statistical Association, Alexandria, VA, 74-82.

Eagleson, G.K., Müller, H.G. (1997), Transformations for smooth regression models with multiplicative errors. J. Royal Statistical Society B 59, 173-189. (available on JSTOR)

Brockhoff, P., Müller, H.G. (1997), Random effects threshold models for dose-response relations with repeated measurements. J. Royal Statistical Society B 59, 431-446. (available on JSTOR)

Capra, W.B., Müller, H.G. (1997), An accelerated time model for response curves. J. American Statistical Association 92, 72-83.

Müller, H.G., Stadtmüller, U., Tabnak, F. (1997), Spatial smoothing of geographically aggregated data, with application to the construction of incidence maps. J. American Statistical Association 92, 61-71.

Müller, H.G., Wang, J.L., Capra, W.B., Liedo, P., Carey, J.R. (1997), Early mortality surge in protein-deprived females causes reversal of sex differential of life expectancy in Mediterranean fruit flies. Proc. National Academy of Sciences USA 94, 2762-2765. (available on JSTOR)

Müller, H.G., Song, K.S. (1997), Two-stage change-point estimators in smooth regression models. Statistics and Probability Letters 34, 323-335.

Müller, H.G. (1997), Density estimation. Encyclopedia of Statistical Science, Ed. Kotz, S., Read, C.B., and Banks, D.L., Wiley, New York, 185-200.

Müller, H.G. (1997), Density adjusted kernel estimators for random design nonparametric regression. Statistics and Probability Letters 36, 161-172.

Müller, H.G., Wang, J.L., Capra, W.B. (1997), From lifetables to hazard rates: The transformation approach. Biometrika 84, 881-892. (abstract)

Lin, Y., Burri, B.J., Neidlinger, T.R., Müller, H.G., Dueker, S.R., Clifford, A.J. (1998), Estimating the concentration of beta-carotene required for maximal protection of low-density lipoproteins in women. American Journal of Clinical Nutrition 67, 837-845.

Wang, J.L., Müller, H.G., Capra, W.B. (1998), Analysis of oldest-old mortality: Lifetables revisited. Annals of Statistics 26, 126-163.

Carey, J.R., Liedo, P., Müller, H.G., Wang, J.L., Vaupel, J.W.(1998), A simple graphical technique for displaying individual fertility data and cohort survival: case study of 1000 Mediterranean Fruit Fly females. Functional Ecology 12, 359-363. (pdf available)-->

Müller, H.G., Wang, J.L. (1998), Statistical tools for the analysis of nutrition effects on the survival of cohorts. Mathematical Modeling in Experimental Nutrition, Ed. Clifford, A. and Müller, H.G.,  Advances in Experimental Medicine and Biology 445, 191-206.

Carey, J.R., Liedo, P., Müller, H.G., Wang, J.L. (1998), Relationship of age patterns of fecundity to mortality, longevity, and lifetime reproduction in a large cohort of Mediterranean fruit fly females. J. of Gerontology - Biological Sciences 53, 245-251.

Müller, H.G. (1998), Aging models. Entry, Encyclopedia of Biostatistics, Ed. Armitage, P., and Colton, T., Wiley, London.

Braun, J., Müller, H.G. (1998), Statistical methods for DNA segmentation. Statistical Science 13, 142-162.

Carey, J.R., Liedo, P., Müller, H.G., Wang, J.L., Vaupel, J.W. (1998), Dual modes of aging in Mediterranean fruit fly females. Science 281, 996-998.

Facer, M., Müller, H.G., Clifford, A. (1998), Statistical models for quantitative bioassay. Mathematical Modeling in Experimental Nutrition, Ed. Clifford, A. and Müller, H.G.,  Advances in Experimental Medicine and Biology 445, 147-172.

Müller, H.G. (1998), Non-parametric models for non-smooth functions. Asymptotic Methods in Probability and Statistics, Ed. Szyszkowicz, B., Elsevier, Amsterdam, pp. 595-609.

Chiou, J., Müller, H.G. (1998), Quasi-likelihood regression with unknown link and variance functions. J. American Statistical Association 93, 1376-1387.

Müller, H.G., Stadtmüller, U. (1999), Multivariate boundary kernels and a continuous least squares principle. J. Royal Statistical Society B 61, 439-458.

Müller, H.G., Zhao, P.L. (1999), Domain splitting plots. Statistica Sinica 9, 571-594.

Müller, H.G., Stadtmüller, U. (1999), Discontinuous versus smooth regression. Annals of Statistics 27, 299-337.

Chiou, J., Müller, H.G. (1999), Nonparametric quasi-likelihood. Annals of Statistics 27, 36-64.

Carey, J.R., Liedo, P., Müller, H.G., Wang, J.L., Chiou, J.M. (1999), Mortality oscillations induced by periodic starvation alter sex-mortality differentials in Mediterranean fruit flies. J. of Gerontology - Biological Sciences 54, 424-431.

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1990-1994

Müller, H.G., Schmitt, Th. (1990), Choice of number of doses for maximum likelihood estimation of the ED50 for quantal dose-response data. Biometrics 46, 117-130. (available on JSTOR)

Müller, H.G., Kleider, W. (1990), A hypothesis on the abnormal seasonality of schizophrenic births. European Archives of Psychiatry and Neurological Sciences 239, 331-334.

Schlötzer-Schrehardt, U., Müller, H.G., Wirtz, P.M., Naumann, G.O.H. (1990), Desmosomal-mitochondrial complexes in human nonpigmented ciliary and retinal pigment epithelia. Investigative Ophthalmology and Visual Science 31, 664-669.

Schlötzer-Schrehardt, U., Wirtz, P.M., Müller, H.G., Lang, G.K., Naumann, G.O.H. (1990), Morphometrische Analyse altersabhängiger Veränderungen des menschlichen Ziliarkörpers. Fortschritte Ophthalmologie 87, 59-68.

Müller, H.G., Wang, J.L. (1990), Nonparametric analysis of changes in hazard rates for censored survival data: An alternative to change-point models. Biometrika 77, 305-314. (available on JSTOR)

Müller, H.G., Wang, J.L. (1990), Locally adaptive hazard smoothing. Probability Theory and Related Fields 85, 523-538.

Müller, H.G., Wang, J.L. (1990), Bootstrap confidence intervals for effective doses in the Probit model for dose-response data. Biometrical Journal 32, 529-544.

Clifford, A.J., Heid, M.K., Müller, H.G., Bills, N.D. (1990), Tissue distribution and prediction of total body folate of rats. J. Nutrition 120, 1633-1639.

Müller, H.G., Prewitt, K. (1991), Applications of multiparameter weak convergence for adaptive nonparametric curve estimation. Nonparametric Functional Estimation and Related Topics, Ed. Roussas, G.G., Kluwer Academic Publishers, 141-166.

Müller, H.G., Zhou, H. (1991), Discussion of "Transformations in density estimation'' by M. Wand, J.S. Marron and D. Ruppert. J. American Statistical Association 86, 356-358.

Müller, H.G. (1991), Smooth optimum kernel estimators near endpoints. Biometrika 78, 521-530. (available on JSTOR)

Granovsky, B., Müller, H.G. (1991), Optimizing kernel methods: A unifying variational principle. International Statistical Review 59, 373-388.

Claussen, U., Kleider, W., Müller, H.G., Wille, N., Baumann, H.A. (1992), Quality control in routine chromosome analysis: prediction of total number of bands for the individual case analyzed. Clinical Genetics 41, 100-104.

Müller, H.G. (1992), Goodness-of-fit diagnostics for regression models. Scandinavian J. Statistics 19, 157-172.

Müller, H.G. (1992), Change-points in nonparametric regression analysis. Annals of Statistics 20, 737-761. (available on JSTOR)

Azari, A.S., Mack, Y.P., Müller, H.G. (1992), Ultraspherical polynomial, kernel and hybrid estimators for nonparametric regression. Sankhya A 54, 80-96.

Müller, H.G., Prewitt, K. (1992), Weak convergence and adaptive peak estimation for spectral densities. Annals of Statistics 20, 1329-1349. (available on JSTOR)

Azari, A.S., Müller, H.G. (1992), Preaveraged localized orthogonal polynomial estimators for surface smoothing and partial differentiation. J. American Statistical Association 87, 1005-1017. (available on JSTOR)

Müller, H.G., Stadtmüller, U. (1993), On variance function estimation with quadratic forms. J. Statistical Planning Inference 35, 213-231.

Clifford, A.J., Bills, N.D., Peerson, J.M., Müller, H.G., Burk, G.E., Rich, K.D. (1993), A depletion-repletion folate bioassay based on growth and tissue folate concentrations of rats. J. Nutrition 123, 926-932.

Müller, H.G. (1993), Comment to "Local regression: automatic kernel carpentry'' by Hastie and Loader. Statistical Science 8, 134-139.

Müller, H.G., Prewitt, K. (1993), Multiparameter bandwidth processes and adaptive surface smoothing. J. Multivariate Analysis 47, 1-21.

Bhattacharya, P.K., Müller, H.G. (1993), Asymptotics for nonparametric regression. Sankhya A 55, 420-441.

Müller, H.G. (1993), Surface and function approximation with nonparametric regression. Rendiconti del seminario matematico e fisico di Milano 63, 171-211.

Müller, H.G., Wang, J.L. (1994), Hazard rate estimation under random censoring with varying kernels and bandwidths. Biometrics 50, 61-76. (available on JSTOR)

Müller, H.G., Song, K.S. (1994), Maximin estimation of multivariate boundaries. J. Multivariate Analysis 50, 265-281.

Wang, J.L., Müller, H.G., Capra, W.B., Carey, J.R. (1994), Rates of mortality in populations of Caenorhabdiits elegans. Science 266, 828-829.

Müller, H.G., Wang, J.L. (1994), Change-point models for hazard functions. Change-point Problems, Ed. Carlsten, E., Müller, H.G. and Siegmund, D., IMS Lecture Notes and Monograph Series 23, 224-241.

Abramson, I., Müller, H.G. (1994), Estimating direction fields in autonomous equation models, with an application to system identification from cross-sectional data. Biometrika 81, 663-672. (available on JSTOR)

Müller, H.G., Song, K.S. (1994), Cube splitting in multidimensional edge estimation. Change-point Problems, Ed. Carlsten, E., Müller, H.G. and Siegmund, D., IMS Lecture Notes and Monograph Series 23, 210-223.

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1979-1989

Gasser, Th., Müller, H.G. (1979), Kernel estimation of regression functions. Smoothing techniques for curve estimation, Ed. Gasser, Th. and Rosenblatt, M., Lecture Notes in Mathematics 757, 23-68.

Müller, H.G., Gasser, Th. (1979), Optimal convergence properties of kernel estimates of derivatives of a density function. Smoothing techniques for curve estimation, Ed. Gasser, Th. and Rosenblatt, M., Lecture Notes in Mathematics 757, 144-154.

Gasser, Th., Müller, H.G., Köhler, W., Molinari, L., Prader, A. (1984), Nonparametric regression analysis of growth curves. Annals of Statistics 12, 210-229. (Available on JSTOR)

Gasser, Th., Müller, H.G. (1984), Estimating regression functions and their derivatives by the kernel method. Scandinavian J. Statistics 11, 171-184.

Müller, H.G. (1984), Smooth optimum kernel estimators of regression curves, densities and modes. Annals of Statistics 12, 766-774. (Available on JSTOR)

Müller, H.G. (1984), Boundary effects in nonparametric curve estimation models. Compstat 1984, Ed. Havranek, T., Sidak, A., Novak, M., Physica-Verlag Wien, 84-89.

Gasser, Th., Köhler, W., Müller, H.G., Kneip, A., Largo, R., Molinari, L., Prader, A. (1984). Velocity and acceleration of height growth using kernel estimation. Annals of Human Biology 11, 397-411.

Müller, H.G. (1984), Optimal designs for nonparametric kernel regression. Statistics and Probability Letters 2, 285-290.

Müller, H.G. (1985), On the number of sign changes of a real function. Periodica Matematica Hungarica 16, 209-213.

Gasser, Th., Müller, H.G., Köhler, W., Prader, A., Largo, R., Molinari, L. (1985), An analysis of the mid-growth spurt and of the adolescent growth spurt based on acceleration. Annals of Human Biology 12, 129-148.

Gasser, Th., Müller, H.G., Mammitzsch, V. (1985), Kernels for nonparametric curve estimation. J. Royal Statistical Society B 47, 238-252. (Available on JSTOR)

Müller, H.G. (1985), Kernel estimators of zeros and location and size of extrema of regression functions. Scandinavian J. Statistics 12, 221-232.

Müller, H.G., Ihm, P. (1985), Kernel estimation techniques for the analysis of clinical curves. Methods of Information in Medicine 24, 218-224.

Müller, H.G. (1985), Empirical bandwidth choice for nonparametric kernel regression by means of pilot estimators. Statistics and Decisions, 2(Suppl.) , 193-206.

Gasser, Th., Köhler, W., Müller, H.G., Largo, R., Prader, A. (1985), Human height growth--correlational and multivariate structure of velocity and acceleration. Annals of Human Biology 12, 501-515.

Müller, H.G., Stadtmüller, U. (1985), Discussion of ``Some aspects of the spline smoothing approach to nonparametric regression curve fitting'' by B. W. Silverman. J. Royal Statistical Society B 47, 39. (Available on JSTOR)

Müller, H.G., Gasser, Th. (1986), Nonparametric estimation of spectral densities and their derivatives: Integrated Mean Squared Error, choice of window width and applications. Cahiers d'Etudes de Recherche Opérationelle 28, 163-173.

Ihm, P., Müller, H.G., Schmitt, Th. (1987), PRODOS - Probit Analysis of several qualitative dose-response curves. American Statistician 41, 79.

Müller, H.G. (1987), Weighted local regression and kernel methods for nonparametric curve fitting. J. American Statistical Association 82, 231-238 (correction 83, 581). (Available on JSTOR)

Müller, H.G., Stadtmüller, U. (1987), Variable bandwidth kernel estimators of regression curves. Annals of Statistics 15,182-201. (Available on JSTOR)

Müller, H.G., Stadtmüller, U. (1987), Estimation of heteroscedasticity in regression analysis. Annals of Statistics 15, 610-625. (Available on JSTOR)

Müller, H.G. (1987), Weak and universal consistency of moving weighted averages. Periodica Mathematica. Hungarica 18, 241-250.

Müller, H.G. (1987), On the asymptotic mean square error of L1 kernel estimates of smooth functions. J. Approximation Theory 51, 193-201.

Müller, H.G. (1987), Strategies for clinical patient monitoring. Medical Informatics Europe87, Ed. Serio, A., O'Moore, R., Tardini, A., Roger, F.H., Ediziono Luigi Pozzo, Rome 1987, 1290-1294.

Müller, H.G., Müller, T., Lohrengel, C., Lange, H. (1987), Computer aided decision support for post-transplant renal allograft rejection. Acquisition, analysis and use of clinical transplant data, Ed. Janssen, R. and Opelz, G., Lecture Notes in Medical Informatics 34, 179-207.

Müller, H.G., Stadtmüller, U., Schmitt, Th. (1987), Bandwidth choice and confidence intervals for derivatives of noisy data. Biometrika 74, 743-750. (Available on JSTOR)

Mack, Y.P., Müller, H.G. (1987), Adaptive nonparametric estimation of a multivariate regression function. J. Multivariate Analysis 23, 169-182.

Massarrat, S.,Müller, H.G., Schmitz-Moormann, P. (1988), Risk factors for healing of duodenal ulcer under antacid treatment: Do ulcer patients need individual treatment? Gut 29, 291-297. (Abstract available)

Müller, H.G., Remschmidt, R. (1988), Nonparametric methods for the analysis of longitudinal medical data, with an application to the prognosis of anorectic patients from longitudinal weight measurements. Proceedings of Invited Papers of the 14th International Biometric Conference, Société Adolphe Quetelet, Gembloux/Belgium, 229-240.

Müller, H.G. (1988), Nonparametric Regression Analysis of Longitudinal Data. Lecture Notes in Statistics 46, Springer-Verlag, New York. (Monograph, 200 pp.)

Müller, H.G., Schmitt, Th. (1988), Kernel and probit estimates in quantal bioassay. J. American Statistical Association 83, 750-759. (Available on JSTOR)

Mack, Y.P., Müller, H.G. (1988), Convolution type estimators for nonparametric regression. Statistics and Probability Letters 7, 229-239.

Müller, H.G. and Stadtmüller, U. (1988), Detecting dependencies in smooth regression models. Biometrika 75, 639-650. (Available on JSTOR)

Steinmaier, R., Schramm, J., Müller, H.G., Fahlbusch, R. (1989), Evaluation of prognostic factors in cerebral arteriovenous malformations. Neurosurgery 24, 193-200.

Mack, Y.P., Müller, H.G. (1989), Derivative estimation in nonparametric regression with random predictor variable. Sankhya A 51, 59-72.

Müller, H.G. (1989), Adaptive nonparametric peak estimation. Annals of Statistics 17, 1053-1069. (Available on JSTOR)

Granovsky, B., Müller, H.G. (1989), On the optimality of a class of polynomial kernel functions. Statistics and Decisions 7, 301-312.

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