| Publication | Date of Publication | Type |
|---|
| Spherical autoregressive models, with application to distributional and compositional time series | 2024-03-06 | Paper |
| Single index Fréchet regression | 2024-01-04 | Paper |
| Modeling sparse longitudinal data on Riemannian manifolds | 2023-10-30 | Paper |
| Cross‐component registration for multivariate functional data, with application to growth curves | 2023-10-17 | Paper |
| Point process models for COVID-19 cases and deaths | 2023-09-27 | Paper |
| Modeling Time-Varying Random Objects and Dynamic Networks | 2023-07-06 | Paper |
| Wasserstein Regression | 2023-07-04 | Paper |
| Variable Selection for Global Fréchet Regression | 2023-07-04 | Paper |
| High-Dimensional MANOVA Via Bootstrapping and Its Application to Functional and Sparse Count Data | 2023-07-03 | Paper |
| Correction to “Modeling Time-Varying Random Objects and Dynamic Networks” | 2023-07-03 | Paper |
| Additive models for symmetric positive-definite matrices and Lie groups | 2023-05-26 | Paper |
| Conditional distribution regression for functional responses | 2022-10-06 | Paper |
| Concurrent object regression | 2022-08-04 | Paper |
| Errata to “Functional Models for Time-Varying Random Objects” | 2022-07-11 | Paper |
| Functional Models for Time-Varying Random Objects | 2022-07-08 | Paper |
| Uniform convergence of local Fréchet regression with applications to locating extrema and time warping for metric space valued trajectories | 2022-06-24 | Paper |
| Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States | 2022-06-20 | Paper |
| Correction: Derivative principal components for representing the time dynamics of longitudinal and functional data | 2022-03-04 | Paper |
| Cox Point Process Regression | 2022-02-17 | Paper |
| Total variation regularized Fréchet regression for metric-space valued data | 2022-02-07 | Paper |
| Wasserstein gradients for the temporal evolution of probability distributions | 2021-10-11 | Paper |
| Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States | 2021-09-14 | Paper |
| Fréchet change-point detection | 2021-02-26 | Paper |
| Additive Functional Regression for Densities as Responses | 2020-10-28 | Paper |
| Bootstrapping max statistics in high dimensions: near-parametric rates under weak variance decay and application to functional and multinomial data | 2020-08-28 | Paper |
| Time-synchronized clustering of gene expression trajectories | 2020-08-04 | Paper |
| Empirical Dynamics and Functional Data Analysis | 2020-07-14 | Paper |
| Rank dynamics for functional data | 2020-06-16 | Paper |
| Fréchet analysis of variance for random objects | 2020-01-30 | Paper |
| Wasserstein covariance for multiple random densities | 2019-11-28 | Paper |
| Discussion: A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain, by Shahin Tavakoli et al. | 2019-11-12 | Paper |
| A pairwise interaction model for multivariate functional and longitudinal data | 2019-06-24 | Paper |
| OUP accepted manuscript | 2019-06-24 | Paper |
| Modelling Function-Valued Stochastic Processes, with Applications to Fertility Dynamics | 2019-06-12 | Paper |
| Fréchet estimation of time-varying covariance matrices from sparse data, with application to the regional co-evolution of myelination in the developing brain | 2019-05-22 | Paper |
| Optimal Designs for Longitudinal and Functional Data | 2019-05-09 | Paper |
| Linear Manifold Modelling of Multivariate Functional Data | 2019-05-09 | Paper |
| Functional Singular Component Analysis | 2019-04-30 | Paper |
| Conditional Quantile Analysis When Covariates are Functions, with Application to Growth Data | 2019-04-30 | Paper |
| Fréchet regression for random objects with Euclidean predictors | 2019-04-01 | Paper |
| Dynamic Modeling of Conditional Quantile Trajectories, With Application to Longitudinal Snippet Data | 2019-03-20 | Paper |
| Fréchet regression for random objects with Euclidean predictors | 2019-03-06 | Paper |
| Singular Additive Models for Function to Function Regression | 2018-11-22 | Paper |
| Pairwise dynamic time warping for event data | 2018-11-02 | Paper |
| Principal component analysis for functional data on Riemannian manifolds and spheres | 2018-10-25 | Paper |
| Derivative Principal Components for Representing the Time Dynamics of Longitudinal and Functional Data | 2018-07-06 | Paper |
| Mixture inner product spaces and their application to functional data analysis | 2018-04-27 | Paper |
| Quantifying functionals of age distributions in the wild by solving an operator equation | 2017-10-09 | Paper |
| Smooth backfitting for additive modeling with small errors-in-variables, with an application to additive functional regression for multiple predictor functions | 2017-09-21 | Paper |
| Peter Hall, functional data analysis and random objects | 2016-11-18 | Paper |
| Simple, accurate, and efficient implementation of 1-electron atomic time-dependent Schrödinger equation in spherical coordinates | 2016-09-08 | Paper |
| Functional data analysis for volatility | 2016-08-15 | Paper |
| Optimal Bayes Classifiers for Functional Data and Density Ratios | 2016-05-12 | Paper |
| Fréchet integration and adaptive metric selection for interpretable covariances of multivariate functional data | 2016-04-05 | Paper |
| Functional data analysis for density functions by transformation to a Hilbert space | 2016-02-22 | Paper |
| Functional density synchronization | 2016-01-12 | Paper |
| Stringing High-Dimensional Data for Functional Analysis | 2015-06-17 | Paper |
| Functional Varying Coefficient Models for Longitudinal Data | 2015-06-16 | Paper |
| Estimating Derivatives for Samples of Sparsely Observed Functions, With Application to Online Auction Dynamics | 2015-05-29 | Paper |
| Time-warped growth processes, with applications to the modeling of boom-bust cycles in house prices | 2014-12-17 | Paper |
| Analysis of spike train data: a multivariate mixed effects model for phase and amplitude | 2014-11-12 | Paper |
| Discussion: Forecasting functional time series | 2014-08-01 | Paper |
| Functional Additive Models | 2014-05-02 | Paper |
| Continuously additive models for nonlinear functional regression | 2014-04-22 | Paper |
| Functional data analysis for point processes with rare events | 2013-03-07 | Paper |
| Modeling Repeated Functional Observations | 2013-01-31 | Paper |
| A stickiness coefficient for longitudinal data | 2012-12-30 | Paper |
| Inferring stochastic dynamics from functional data | 2012-09-21 | Paper |
| Nonlinear manifold representations for functional data | 2012-09-03 | Paper |
| Response-Adaptive Regression for Longitudinal Data | 2011-11-21 | Paper |
| Single and multiple index functional regression models with nonparametric link | 2011-09-14 | Paper |
| Functional linear regression via canonical analysis | 2011-09-02 | Paper |
| Varying-coefficient functional linear regression | 2011-09-02 | Paper |
| Semiparametric Modeling of Labeled-Cell Kinetics, with Application to Isotope Labeling of Erythrocytes | 2011-03-01 | Paper |
| Shrinkage Estimation for Functional Principal Component Scores with Application to the Population Kinetics of Plasma Folate | 2011-03-01 | Paper |
| Dynamic relations for sparsely sampled Gaussian processes | 2011-01-22 | Paper |
| Rejoinder to: Dynamic relations for sparsely sampled Gaussian processes | 2011-01-22 | Paper |
| Additive modelling of functional gradients | 2011-01-20 | Paper |
| Empirical dynamics for longitudinal data | 2011-01-19 | Paper |
| Smooth optimum kernel estimators near endpoints | 2010-08-13 | Paper |
| Functional quadratic regression | 2010-03-22 | Paper |
| Estimation of functional derivatives | 2009-12-09 | Paper |
| Generalized varying coefficient models for longitudinal data | 2009-09-30 | Paper |
| Pairwise curve synchronization for functional data | 2009-09-30 | Paper |
| Covariate-adjusted generalized linear models | 2009-06-17 | Paper |
| Modelling Sparse Generalized Longitudinal Observations with Latent Gaussian Processes | 2009-06-10 | Paper |
| Diagnostics for functional regression via residual processes | 2009-05-29 | Paper |
| Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions | 2008-12-03 | Paper |
| Survival and aging in the wild via residual demography | 2008-08-12 | Paper |
| Weighted-bootstrap alignment of explanatory variables | 2008-03-28 | Paper |
| Accelerated convergence for nonparametric regression with coarsened predictors | 2008-02-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5310581 | 2007-10-11 | Paper |
| Functional Convex Averaging and Synchronization for Time-Warped Random Curves | 2007-08-20 | Paper |
| Functional Data Analysis for Sparse Longitudinal Data | 2007-08-20 | Paper |
| Dynamical Correlation for Multivariate Longitudinal Data | 2007-08-20 | Paper |
| Functional Variance Processes | 2007-08-20 | Paper |
| Time ordering of gene coexpression | 2007-04-23 | Paper |
| Properties of principal component methods for functional and longitudinal data analysis | 2006-08-24 | Paper |
| Inference for covariate adjusted regression via varying coefficient models | 2006-08-03 | Paper |
| Asymptotic fluctuations of mutagrams | 2006-06-30 | Paper |
| Estimated Estimating Equations: Semiparametric Inference for Clustered and Longitudinal Data | 2006-06-19 | Paper |
| Functional Modelling and Classification of Longitudinal Data* | 2006-05-24 | Paper |
| Covariate Adjusted Correlation Analysis via Varying Coefficient Models | 2006-05-24 | Paper |
| Time-Varying Functional Regression for Predicting Remaining Lifetime Distributions from Longitudinal Trajectories | 2006-04-06 | Paper |
| Functional linear regression analysis for longitudinal data | 2006-03-23 | Paper |
| Functional linear regression analysis for longitudinal data | 2005-12-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5701059 | 2005-11-02 | Paper |
| Generalized functional linear models | 2005-09-12 | Paper |
| Covariate-adjusted regression | 2005-09-05 | Paper |
| Nonparametric regression to the mean | 2005-07-19 | Paper |
| Quasi-Likelihood Regression with Multiple Indices and Smooth Link and Variance Functions | 2005-05-20 | Paper |
| Functional Quasi-Likelihood Regression Models with Smooth Random Effects | 2005-04-11 | Paper |
| Order-Preserving Nonparametric Regression, With Applications to Conditional Distribution and Quantile Function Estimation | 2004-06-10 | Paper |
| Methods of canonical analysis for functional data. | 2004-05-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4450675 | 2004-02-15 | Paper |
| Nonparametric estimation of the location of a maximum in a response surface. | 2003-12-04 | Paper |
| Functional canonical analysis for square integrable stochastic processes | 2003-06-09 | Paper |
| Quasi-Likelihood Regression with Unknown Link and Variance Functions | 2002-07-30 | Paper |
| Multiple changepoint fitting via quasilikelihood, with application to DNA sequence segmentation | 2001-07-03 | Paper |
| On local moments | 2001-06-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4494139 | 2000-08-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4494140 | 2000-08-10 | Paper |
| Multivariate Boundary Kernels and a Continuous Least Squares Principle | 1999-12-14 | Paper |
| Analysis of oldest-old mortality: lifetables revisited | 1999-11-09 | Paper |
| Discontinuous versus smooth regression | 1999-11-09 | Paper |
| Nonparametric quasi-likelihood | 1999-11-09 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4246923 | 1999-10-17 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4257274 | 1999-10-05 | Paper |
| Density adjusted kernel smoothers for random design nonparametric regression | 1998-08-24 | Paper |
| An Accelerated-Time Model for Response Curves | 1998-06-22 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4364002 | 1998-06-18 | Paper |
| Spatial Smoothing of Geographically Aggregated Data, With Application to the Construction of Incidence Maps | 1998-06-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4363946 | 1998-05-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4376598 | 1998-02-11 | Paper |
| Statistical methods for DNA sequence segmentation | 1998-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4351968 | 1997-11-11 | Paper |
| Two-stage change-point estimators in smooth regression models | 1997-08-28 | Paper |
| A set-indexed process in a two-region image | 1996-07-01 | Paper |
| Surface and function approximation with nonparametric regression | 1996-06-16 | Paper |
| On a semiparametric variance function model and a test for heteroscedasticity | 1996-03-18 | Paper |
| Hazard Rate Estimation under Random Censoring with Varying Kernels and Bandwidths | 1995-11-20 | Paper |
| Estimating direction fields in autonomous equation models, with an application to system identification from cross-sectional data | 1995-02-22 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4317923 | 1995-02-16 | Paper |
| Maximin estimation of multidimensional boundaries | 1994-11-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4294315 | 1994-05-24 | Paper |
| Identity reproducing multivariate nonparametric regression | 1993-12-06 | Paper |
| Multiparameter bandwidth processes and adaptive surface smoothing | 1993-12-06 | Paper |
| On variance function estimation with quadratic forms | 1993-06-29 | Paper |
| Preaveraged Localized Orthogonal Polynomial Estimators for Surface Smoothing and Partial Differentiation | 1993-05-16 | Paper |
| Weak convergence and adaptive peak estimation for spectral densities | 1993-04-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4031361 | 1993-04-01 | Paper |
| Change-points in nonparametric regression analysis | 1992-09-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4012361 | 1992-09-27 | Paper |
| Nonparametric regression analysis of longitudinal data | 1992-09-17 | Paper |
| Optimizing Kernel Methods: A Unifying Variational Principle | 1992-06-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3352287 | 1991-01-01 | Paper |
| Locally adaptive hazard smoothing | 1990-01-01 | Paper |
| Nonparametric analysis of changes in hazard rates for censored survival data: An alternative to change-point models | 1990-01-01 | Paper |
| Choice of Number of Doses for Maximum Likelihood Estimation of the ED50 for Quantal Dose-Response Data | 1990-01-01 | Paper |
| Adaptive nonparametric peak estimation | 1989-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3033130 | 1989-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3825945 | 1989-01-01 | Paper |
| Convolution type estimators for nonparametric regression | 1988-01-01 | Paper |
| Detecting Dependencies in Smooth Regression Models | 1988-01-01 | Paper |
| Kernel and Probit Estimates in Quantal Bioassay | 1988-01-01 | Paper |
| Weak and universal consistency of moving weighted averages | 1987-01-01 | Paper |
| Estimation of heteroscedasticity in regression analysis | 1987-01-01 | Paper |
| Variable bandwidth kernel estimators of regression curves | 1987-01-01 | Paper |
| On the asymptotic mean square error of \(L_ 1\) kernel estimates of smooth functions | 1987-01-01 | Paper |
| Adaptive nonparametric estimation of a multivariate regression function | 1987-01-01 | Paper |
| Bandwidth choice and confidence intervals for derivatives of noisy data | 1987-01-01 | Paper |
| Weighted Local Regression and Kernel Methods for Nonparametric Curve Fitting | 1987-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3747574 | 1986-01-01 | Paper |
| On the number of sign changes of a real function | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3687513 | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3692629 | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3729827 | 1985-01-01 | Paper |
| Nonparametric regression analysis of growth curves | 1984-01-01 | Paper |
| Smooth optimum kernel estimators of densities, regression curves and modes | 1984-01-01 | Paper |
| Optimal designs for nonparametric kernel regression | 1984-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3339943 | 1984-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3698077 | 1984-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3314741 | 1983-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3206135 | 1979-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3851439 | 1979-01-01 | Paper |
