Dubey, P., Chen,
Y., Müller, H.G. (2024). Metric
Statistics: Exploration and inference for random objects with distance
profiles. Annals of Statistics 52,
757 - 792. (pdf)
Chen, Y., Lin,
S.C., Zhou, Y., Carmichael, O., Müller, H.G., Wang, J.L. (2024). Gradient
synchronization for multivariate functional data, with application to brain
connectivity. J. Royal Statistical Society B (pdf)
Carroll, C.,
Müller, H.G. (2024). Latent deformation models for multivariate functional data
and time warping separability. Biometrics (pdf)
Balasubramanian,
K., Müller, H.G., Sriperumbudur, B.K. (2024). Functional linear and
single-index models: A unified approach via Gaussian Stein identity. Bernoulli
(pdf)
Chen, H.,
Müller, H.G., Rodovitis, V.G., Papadopoulos, N.T., Carey, J.R. (2024). Daily activity profiles over the lifespan of female medflies as biomarkers of aging and longevity. Aging Cell
(pdf)
Zhu, C., Müller,
H.G. (2024). Spherical autoregressive models, with application to
distributional and compositional time series. J. Econometrics 239, 105389. (pdf) Bhattacharjee,
S., Müller, H.G. (2023). Single index Fréchet
regression. Annals of Statistics 51, 1770-1798. (pdf) (Supplement) Zhu, C., Müller,
H.G. (2023). Autoregressive optimal transport models. J. Royal Statistical
Society B 85, 1012-1033. (pdf) Tucker, D.C., Wu,
Y., Müller, H.G. (2023). Variable selection for global Fréchet
regression. J. American Statistical Association 118,
1023-1037. (pdf) Chen, Y., Lin,
Z., Müller, H.G. (2023). Wasserstein regression. J. American Statistical
Association 118, 869-882. (pdf) Zhu, C., Chen,
Y., Müller, H.G., Wang, J.L., O'Muircheartaigh, J., Bruchhage, M., Deoni, S. (2023).
Trajectories of brain volumes in young children are associated with maternal
education. Human Brain Mapping 44, 3168-3179. (pdf) Lin, Z., Lopes,
M., Müller, H.G. (2023). High-dimensional MANOVA via bootstrapping and its
application to functional and sparse count data. J. American Statistical
Association 118, 177-191. (pdf)(Supplement) Zhou, Y., Müller,
H.G., Zhu, C., Chen, Y., Wang, J.L., O'Muircheartaigh,
J., Bruchhage, M., Deoni,
S., RESONANCE Consortium (2023). Network evolution of regional brain volumes in
young children reflects neurocognitive scores and mother's education. Scientific
Reports 13, 2984. (pdf) Lin, Z., Müller,
H.G., Park, B. (2023). Additive models for symmetric positive-definite
matrices, Riemannian manifolds and Lie groups. Biometrika
110, 361-379. (pdf)(Supplement) Gajardo, A., Müller, H.G. (2023). Point process models for
COVID-19 cases and deaths. J. Applied Statistics 50,
2294-2309. (pdf) Zhou, Y., Müller,
H.G. (2022). Network regression with graph Laplacians. J. Machine Learning
Research 23, 1-41. (pdf) Bhattacharjee,
S., Müller, H.G. (2022). Concurrent object regression. Electronic J.
Statistics 16, 4031-4089. (pdf) Chen, Y., Müller,
H.G. (2022). Uniform convergence of local Fréchet
regression, with applications to locating extrema and time warping for
metric-space valued trajectories. Annals of Statistics 50,
1573-1592. (pdf)(Supplement) Zhou, X., Müller,
H.G. (2022). The dynamics of ideology drift among U.S. Supreme Court justices:
A functional data analysis. PLOS One 17, e0269598. (pdf) Dubey, P.,
Müller, H.G. (2022). Modeling time-varying random objects and dynamic networks.
J. American Statistical Association 117, 2252-2267. (pdf) Fan, J., Müller,
H.G. (2022). Conditional distribution regression for functional responses. Scandinavian
J. Statistics 49, 502-524. (pdf) Müller, H.G.
(2022). Guest editorial for special issue on Functional and Object Data
Analysis. Canadian J. Statistics 50, 8-19. (pdf) Gajardo, A., Müller, H.G. (2022). Cox process regression. IEEE
Transactions on Information Theory 68, 1133-1156. (pdf) Dubey, P., Chen,
Y., Gajardo, A., Bhattacharjee, S., Carroll, C.,
Zhou, Y., Chen, H., Müller, H.G. (2022). Learning delay dynamics for
multivariate stochastic processes, with application to the prediction of the
growth rate of COVID-19 cases in the United States. J. Mathematical
Analysis and Applications 514, 125677. (pdf) Chen, Y., Müller,
H.G. (2021). Wasserstein gradients for the temporal evolution of probability
distributions. Electronic J. Statistics 15, 4061-4084.
(pdf) Lin, Z., Müller,
H.G. (2021). Total variation regularized Fréchet
regression for metric-space valued data. Annals of Statistics 49,
3510-3533. (pdf) Dai, X., Lin, Z.,
Müller, H.G. (2021). Modeling sparse longitudinal data on Riemannian manifolds.
Biometrics 77, 1328-1341. (pdf) Chen, Y., Dubey,
P., Müller, H.G., Bruchhage, M., Wang, J.L., Deoni, S. (2021). Modeling sparse longitudinal data in
early neurodevelopment. NeuroImage 237,
118079. (pdf) Carroll, C.,
Müller, H.G., Kneip, A. (2021). Cross-component
registration for multivariate functional data, with application to growth
curves. Biometrics 77, 839-851. (pdf) Dubey, P.,
Müller, H.G. (2020). Fréchet change-point
detection. Annals of Statistics 48, 3312-3335. (pdf) Carroll, C.,
Bhattacharjee, S., Chen, Y., Dubey, P., Fan, J. Gajardo,
A., Zhou, X., Müller, H.G., Wang, J.L. (2020). Time dynamics of COVID-19. Scientific
Reports 10, 21040. (pdf) Dubey, P.,
Müller, H.G. (2020). Functional models for time-varying random objects. J.
Royal Statistical Society B 82, 275-327. (pdf)(supplement)(video) Lopes, M., Lin,
Z., Müller, H.G. (2020). Bootstrapping max statistics in high dimensions:
Near-parametric rates under weak variance decay and application to functional
and multinomial data. Annals of Statistics 48,
1214-1229. (pdf) Han, K., Müller,
H.G., Park, B. (2020). Additive functional regression for densities as
responses. J. American Statistical Association 115,
997-1010. (pdf) Chen, Y., Dawson,
M., Müller, H.G. (2020). Rank dynamics for functional data. Computational
Statistics and Data Analysis 149, 106963. (pdf) Petersen, A., Müller, H.G. (2019). Wasserstein covariance for multiple random densities. Biometrika 106, 339-351.
(pdf) (supplement) Petersen, A., Deoni, S., Müller, H.G. (2019). Fréchet estimation of time-varying covariance matrices from sparse data, with application to the regional co-evolution of myelination in the developing brain. Annals of Applied Statistics 13, 393-419.
(pdf) (supplement)
Dvorak, J., Wang, L., Zhu, T., Jorgensen, C., Deal, K., Dai, X., Dawson, M.,
Müller, H.G., Luo, M.C., Ramasamy, R.K., Dehghani, H., Gu, Y.Q., Gill, B., Distelfeld, A., Devos, K., Qi, P., You, F.M., McGuire, P.E. (2019).
Structural variation and rates of genome evolution in the grass family seen through comparison of sequences of genomes greatly differing in size. The Plant Journal
95, 487-503.
(pdf) Petersen, A., Müller, H.G. (2019). Fréchet regression for random objects with Euclidean predictors. Annals of Statistics 47, 691-719.
(pdf) (supplement) Xu, J., Dai, X., Ramasamy, R.K., Wang, L., McGuire, P.E., Jorgensen, C., Dehghani, H., Luo, M.C.,
Müller, H.G., Dvorak, J. (2019). Aegilops tauschii genome sequence: A framework for meta-analysis of wheat QTLs.
G3: Genes, Genomes, Genetics 9, 841-853.
(pdf) Dai, X., Müller, H.G., Wang, J.L., Deoni, S. (2019). Age-dynamic networks and functional correlation for early white matter myelination.
Brain Structure and Function 224, 393-419.
(pdf) Petersen, A., Chen, C.J., Müller, H.G. (2019). Quantifying and visualizing intraregional connectivity in resting-state functional Magnetic Resonance Imaging with correlation densities. Brain Connectivity
9, 37-47.(pdf) Dubey, P, Müller, H.G. (2019). Fréchet analysis of variance for random objects. Biometrika
106, 803-821.
(pdf) (supplement) Petersen, A., Müller, H.G. (2019) Discussion of: A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain, by Shahin Tavakoli et al. J. American Statistical Association 114, 1099-1101.
(pdf)
Dai, X., Hadjipantelis, P., Wang, J.L., Deoni, S., Müller, H.G. (2019). Longitudinal associations between white matter maturation and cognitive development across early childhood. Human Brain Mapping 40,
4130--4145. (pdf) Dawson, M., Müller, H.G. (2018). Dynamic modeling of conditional quantile trajectories, with application to longitudinal snippet data.
J. American Statistical Association 113, 1612-1624. (pdf) Han, K., Hadjipantelis, P., Wang, J.L., Kramer, M.S., Yang, S., Martin, R.M., Müller, H.G. (2018). Functional principal component analysis for identifying multivariate patterns and archetypes of growth and their long-term association with cognitive development PLOS One 13, e0207073.(pdf) Dai, X., Müller, H.G. (2018). Principal component analysis for functional data on Riemannian manifolds and spheres. Annals of Statistics 46, 3334-3361.
(pdf) Dai, X., Wang, H., Dvorak, J., Bennetzen, J., Müller, H.G. (2018).
Birth and death of LTR retrotransposons in Aegilops tauschii. Genetics 210, 1039-1051. (pdf) Lin, Z., Müller, H.G., Yao, F. (2018). Mixture inner product spaces and their application to functional data analysis. Annals of Statistics 46, 370-400. (pdf) Han, K., Müller, H.G., Park, B.U. (2018). Smooth backfitting for additive modeling with small errors-in-variables, with an application to additive functional regression for multiple predictor functions. Bernoulli 24, 1233-1265. (pdf) Dai, X., Tao, W., Müller, H.G. (2018). Derivative principal components for representing the time dynamics of longitudinal and functional data. Statistica Sinica 28, 1583-1609. (pdf) Hadjipantelis, P., Müller, H.G. (2018). Functional Data Analysis for Big Data: A case study on California temperature trends.
Handbook of Big Data Analytics Ed. Härdle, W., Lu, H.H.S., Shen, X., Springer Heidelberg, 457-483. Park, B.U., Chen, C.J., Tao, W., Müller, H.G. (2018).
Singular additive models for function to function regression.
Statistica Sinica 28, 2497-2520. (pdf) (supplement) Dai, X., Müller, H.G., Yao, F. (2017). Optimal Bayes classifiers for functional data and density ratios.
Biometrika 79, 545-560. (pdf) (supplement) Luo, M.C., Gu, Y.Q., Puiu, D., Wang, H., Twardziok, S.O., Deal,
K.R., Huo, N., Zhu, T., Wang, L., Wang, Y., McGuire, P.E., Liu, S., Long, H., Ramasamy, R.K., Rodriguez, J.C., Van, S.L., Yuan, L, Wang, Z., Xia, Z., Xiao, L., Anderson, O.D., Ouyang, S., Liang, Y., Zimin, A., Pertea, G., Qi, P., Bennetzen, J.,
Dai, X., Dawson, M., Müller, H.G., Kugler, K., Rivarola-Duarte, L., Spannagl, M., Mayer, K.F.X., Lu, F.H., Bevan, M.W.,
Leroy, P., Li, P., You, F.M., Sun, Q., Liu, Z., Lyons, E.,
Wicker, T., Salzberg, S.L., Devos, K.M., Dvorak, J. (2017). Genome sequence of the progenitor of the wheat D genome Aegilops tauschii. Nature 551, 498-502. (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)
(supplement) Chen, K., Zhang, X., Petersen, A., Müller, H.G. (2017). Quantifying infinite-dimensional data: Functional data analysis in action. Statistics in Biosciences 9, 582-604. (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 75, 973-984. (pdf) Ji, H., Müller, H.G. (2017). Optimal designs for longitudinal and functional data. J. Royal Statistical Society B 79, 859-876.(pdf) Wang, J.L., Chiou, J., Müller, H.G. (2016). Functional Data Analysis. Annual Review of Statistics and Its Application
3, 257-295.(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)
(supplement) Chiou, J., Müller, H.G. (2016). A pairwise interaction model for multivariate functional and longitudinal data. Biometrika 103, 377-396. (pdf)
(supplement) 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) 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) 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) 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. 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. 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. 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.