| Publication | Date of Publication | Type |
|---|
| A partially functional linear regression framework for integrating genetic, imaging, and clinical data | 2024-04-15 | Paper |
| Scaled Torus Principal Component Analysis | 2024-01-22 | Paper |
| Pairwise nonlinear dependence analysis of genomic data | 2024-01-16 | Paper |
| Statistical Significance for Hierarchical Clustering | 2023-10-30 | Paper |
| Variable screening based on Gaussian centered L-moments | 2023-07-07 | Paper |
| Jackstraw inference for AJIVE data integration | 2023-07-07 | Paper |
| Analysis of joint shape variation from multi-object complexes | 2023-06-13 | Paper |
| Fast Algorithms for Large-Scale Generalized Distance Weighted Discrimination | 2022-03-28 | Paper |
| Response to `Fitting a folded normal distribution without EM' | 2022-03-03 | Paper |
| Joint and individual analysis of breast cancer histologic images and genomic covariates | 2022-02-28 | Paper |
| Geometric insights into support vector machine behavior using the KKT conditions | 2022-02-09 | Paper |
| Object Oriented Data Analysis | 2021-09-02 | Paper |
| Object shape representation via skeletal models (s-reps) and statistical analysis | 2020-11-12 | Paper |
| Multiresolution anomaly detection method for fractional Gaussian noise | 2020-10-28 | Paper |
| Large‐margin classification with multiple decision rules | 2020-10-14 | Paper |
| Mice and Elephants Visualization of Internet Traffic | 2020-07-15 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5216394 | 2020-02-17 | Paper |
| Discussion: A Spatial Modeling Approach for Linguistic Object Data: Analysing Dialect Sound Variations Across Great Britain, by Shahin Tavakoli et al. | 2019-11-12 | Paper |
| Data science vs. statistics: two cultures? | 2019-10-18 | Paper |
| Comments on ``Data science, big data and statistics | 2019-09-18 | Paper |
| Local polynomial regression for symmetric positive definite matrices | 2019-05-09 | Paper |
| Computation of ancestry scores with mixed families and unrelated individuals | 2019-03-13 | Paper |
| Eigenvalue significance testing for genetic association | 2019-03-13 | Paper |
| Functional data analysis of amplitude and phase variation | 2018-10-02 | Paper |
| Nested nonnegative cone analysis | 2018-08-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4576278 | 2018-07-12 | Paper |
| Angle-based joint and individual variation explained | 2018-07-01 | Paper |
| Angle-based joint and individual variation explained | 2018-05-17 | Paper |
| Significance analysis for pairwise variable selection in classification | 2018-05-14 | Paper |
| A survey of high dimension low sample size asymptotics | 2018-05-11 | Paper |
| Relative Optimality Conditions and Algorithms for Treespace Fréchet Means | 2018-04-24 | Paper |
| Fast Algorithms for Large-Scale Generalized Distance Weighted Discrimination | 2018-04-03 | Paper |
| A General Framework For Consistency of Principal Component Analysis | 2016-11-22 | Paper |
| The statistics and mathematics of high dimension low sample size asymptotics | 2016-10-26 | Paper |
| Non-linear hypothesis testing of geometric object properties of shapes applied to hippocampi | 2016-04-15 | Paper |
| Direction-Projection-Permutation for High-Dimensional Hypothesis Tests | 2016-04-02 | Paper |
| ``Virus hunting using radial distance weighted discrimination | 2016-03-29 | Paper |
| Least squares sieve estimation of mixture distributions with boundary effects | 2015-07-21 | Paper |
| Nested Sphere Statistics of Skeletal Models | 2015-06-23 | Paper |
| Weighted Distance Weighted Discrimination and Its Asymptotic Properties | 2015-06-11 | Paper |
| High dimension low sample size asymptotics of robust PCA | 2015-03-04 | Paper |
| Backwards principal component analysis and principal nested relations | 2015-01-28 | Paper |
| Tree-oriented analysis of brain artery structure | 2015-01-28 | Paper |
| Statistics of time warpings and phase variations | 2014-11-12 | Paper |
| Proteomics profiles from mass spectrometry | 2014-11-12 | Paper |
| Analysis of proteomics data: impact of alignment on classification | 2014-11-12 | Paper |
| Rejoinder: Analysis of proteomics data | 2014-11-12 | Paper |
| Analysis of spike train data: comparison between the real and the simulated data | 2014-11-12 | Paper |
| Analysis of juggling data: object oriented data analysis of clustering in acceleration functions | 2014-11-12 | Paper |
| Overview of object oriented data analysis | 2014-10-09 | Paper |
| Rejoinder to the discussion of: Overview of object-oriented data analysis | 2014-10-09 | Paper |
| Visualizing genetic constraints | 2014-04-04 | Paper |
| Asymptotics of hierarchical clustering for growing dimension | 2014-01-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5326902 | 2013-08-01 | Paper |
| Varying coefficient model for modeling diffusion tensors along white matter tracts | 2013-06-06 | Paper |
| Joint and individual variation explained (JIVE) for integrated analysis of multiple data types | 2013-06-06 | Paper |
| Deconvolution estimation of mixture distributions with boundaries | 2013-05-29 | Paper |
| Visualizing the structure of large trees | 2013-05-28 | Paper |
| Principal Nested Spheres for Time Warped Functional Data Analysis | 2013-04-24 | Paper |
| Surprising Asymptotic Conical Structure in Critical Sample Eigen-Directions | 2013-03-25 | Paper |
| Comparison of binary discrimination methods for high dimension low sample size data | 2013-03-12 | Paper |
| Consistency of sparse PCA in high dimension, low sample size contexts | 2013-03-12 | Paper |
| A Nonparametric Regression Model With Tree-Structured Response | 2013-01-31 | Paper |
| Bidirectional discrimination with application to data visualization | 2012-11-30 | Paper |
| Analysis of principal nested spheres | 2012-09-21 | Paper |
| Boundary behavior in high dimension, low sample size asymptotics of PCA | 2012-07-04 | Paper |
| Comment | 2012-01-18 | Paper |
| Local kernel canonical correlation analysis with application to virtual drug screening | 2011-12-14 | Paper |
| Principal arc analysis on direct product manifolds | 2011-06-10 | Paper |
| Biclustering via Sparse Singular Value Decomposition | 2011-02-17 | Paper |
| Statistical Significance of Clustering for High-Dimension, Low–Sample Size Data | 2011-02-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3580528 | 2010-08-13 | Paper |
| Analysis of dependence among size, rate and duration in internet flows | 2010-06-23 | Paper |
| A principal component analysis for trees | 2010-04-21 | Paper |
| The maximal data piling direction for discrimination | 2010-03-22 | Paper |
| Direct deconvolution density estimation of a mixture distribution motivated by mutation effects distribution | 2010-03-15 | Paper |
| PCA consistency in high dimension, low sample size context | 2009-12-09 | Paper |
| Distance-Weighted Discrimination | 2009-06-12 | Paper |
| Robust centroid based classification with minimum error rates for high dimension, low sample size data | 2009-06-09 | Paper |
| Visualization and inference based on wavelet coefficients, SiZer and SiNos | 2009-06-02 | Paper |
| LASS: a tool for the local analysis of self-similarity | 2008-12-11 | Paper |
| MultiResolution Anomaly Detection Method for Long Range Dependent Time Series | 2008-09-08 | Paper |
| Sizer for time series: a new approach to the analysis of trends | 2008-05-14 | Paper |
| Analysis of nonlinear modes of variation for functional data | 2008-05-14 | Paper |
| A scale-based approach to finding effective dimensionality in manifold learning | 2008-05-14 | Paper |
| The high-dimension, low-sample-size geometric representation holds under mild conditions | 2008-03-20 | Paper |
| Object oriented data analysis: sets of trees | 2008-01-16 | Paper |
| Distance-Weighted Discrimination | 2007-12-01 | Paper |
| Dependent SiZer: Goodness-of-Fit Tests for Time Series Models | 2007-09-11 | Paper |
| Advanced Distribution Theory for SiZer | 2007-08-20 | Paper |
| On the use of pilot estimators in bandwidth selection | 2007-04-16 | Paper |
| Loss and risk in smoothing parameter selection | 2007-04-16 | Paper |
| Some heuristics of kernel based estimators of ratio functions | 2007-04-16 | Paper |
| SiZer for smoothing splines | 2006-05-24 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5701064 | 2005-11-02 | Paper |
| Geometric Representation of High Dimension, Low Sample Size Data | 2005-09-01 | Paper |
| EXTREMAL DEPENDENCE: INTERNET TRAFFIC APPLICATIONS | 2005-05-23 | Paper |
| A general projection framework for constrained smoothing. | 2004-05-27 | Paper |
| SiZer for length biased, censored density and hazard estimation. | 2004-03-14 | Paper |
| Semi-parametric multivariate modelling when the marginals are the same | 2003-09-01 | Paper |
| M-Smoother with local Linear Fit | 2003-06-10 | Paper |
| Scale space view of curve estimation. | 2002-11-14 | Paper |
| Iterated Transformation-Kernel Density Estimation | 2002-07-30 | Paper |
| SiZer for Exploration of Structures in Curves | 2002-07-30 | Paper |
| An assessment of finite sample performance of adaptive methods in density estimation | 2002-07-29 | Paper |
| Mode testing via the excess mass estimate | 2002-05-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2780019 | 2002-04-15 | Paper |
| Robust principal component analysis for functional data. (With comments) | 2002-03-06 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4947006 | 2001-10-03 | Paper |
| Choosing a kernel regression estimator. With comments and a rejoinder by the authors | 2001-02-07 | Paper |
| Edge-Preserving Smoothers for Image Processing | 2001-01-28 | Paper |
| Assessing bandwidth selectors with visual error criteria | 1999-09-14 | Paper |
| Effective writing in mathematical statistics | 1999-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4938795 | 1999-01-01 | Paper |
| Progress in data-based bandwidth selection for kernel density estimation | 1998-10-11 | Paper |
| On automatic boundary corrections | 1998-06-22 | Paper |
| On the role of the shrinkage parameter in local linear smoothing | 1998-03-23 | Paper |
| Bootstrap Selection of the Smoothing Parameter in Nonparametric Hazard Rate Estimation | 1998-02-12 | Paper |
| A nonlinear gaussian filter applied to images with discontinuities | 1997-08-28 | Paper |
| Curve estimation when the design density is low | 1997-08-18 | Paper |
| A Brief Survey of Bandwidth Selection for Density Estimation | 1997-04-17 | Paper |
| Fast and simple scatterplot smoothing | 1997-02-28 | Paper |
| Testing for multimodality | 1997-02-27 | Paper |
| Mass recentred kernel smoothers | 1997-01-01 | Paper |
| Scale measures for bandwidth selection | 1996-12-08 | Paper |
| A curious property of the derivatives of the Cauchy density | 1996-09-01 | Paper |
| Facts about the gaussian probability density function | 1996-08-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4869558 | 1996-04-22 | Paper |
| On partial local smoothing rules for curve estimation | 1995-10-10 | Paper |
| Visual Error Criteria for Qualitative Smoothing | 1995-08-21 | Paper |
| Testing for multimodality | 1995-08-17 | Paper |
| Improved variable window kernel estimates of probability densities | 1995-08-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4307750 | 1995-02-06 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4272618 | 1993-12-20 | Paper |
| Best possibility constant for bandwidth selection | 1993-05-16 | Paper |
| Bandwidth Choice for Average Derivative Estimation | 1993-04-01 | Paper |
| Regression Smoothing Parameters That Are Not Far From Their Optimum | 1993-04-01 | Paper |
| Exact mean integrated squared error | 1992-09-27 | Paper |
| Smoothed cross-validation | 1992-06-28 | Paper |
| Comparison of two bandwidth selectors with dependent errors | 1992-06-28 | Paper |
| A simple root \(n\) bandwidth selector | 1992-06-28 | Paper |
| Some asymptotics for multimodality tests based on kernel density estimates | 1992-06-28 | Paper |
| Transformations in Density Estimation | 1992-06-26 | Paper |
| Lower bounds for bandwidth selection in density estimation | 1992-06-26 | Paper |
| On optimal data-based bandwidth selection in kernel density estimation | 1991-01-01 | Paper |
| Asymptotic optimality of the least-squares cross-validation bandwidth for kernel estimates of intensity functions | 1991-01-01 | Paper |
| Bootstrap simultaneous error bars for nonparametric regression | 1991-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3477819 | 1990-01-01 | Paper |
| Kernel Quantile Estimators | 1990-01-01 | Paper |
| On variance estimation in nonparametric regression | 1990-01-01 | Paper |
| The negative correlations between data-determined bandwidths and the optimal bandwidth | 1990-01-01 | Paper |
| Semiparametric comparison of regression curves | 1990-01-01 | Paper |
| Comments on a data based bandwidth selector | 1989-01-01 | Paper |
| Uniform consistency of automatic and location-adaptive delta-sequence estimators | 1989-01-01 | Paper |
| How Far Are Automatically Chosen Regression Smoothing Parameters From Their Optimum? | 1988-01-01 | Paper |
| Equivalence of Smoothing Parameter Selectors in Density and Intensity Estimation | 1988-01-01 | Paper |
| Choice of kernel order in density estimation | 1988-01-01 | Paper |
| Variable window width kernel estimates of probability densities | 1988-01-01 | Paper |
| Canonical kernels for density estimation | 1988-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5750148 | 1987-01-01 | Paper |
| Extent to which least-squares cross-validation minimises integrated square error in nonparametric density estimation | 1987-01-01 | Paper |
| A comparison of cross-validation techniques in density estimation | 1987-01-01 | Paper |
| Estimation of integrated squared density derivatives | 1987-01-01 | Paper |
| Asymptotically optimal bandwidth selection for kernel density estimators from randomly right-censored samples | 1987-01-01 | Paper |
| On the amount of noise inherent in bandwidth selection for a kernel density estimator | 1987-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3761478 | 1986-01-01 | Paper |
| Random approximations to some measures of accuracy in nonparametric curve estimation | 1986-01-01 | Paper |
| Convergence properties of an empirical error criterion for multivariate density estimation | 1986-01-01 | Paper |
| Asymptotic nonequivalence of some bandwidth selectors in nonparametric regression | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3736722 | 1985-01-01 | Paper |
| An asymptotically efficient solution to the bandwidth problem of kernel density estimation | 1985-01-01 | Paper |
| Optimal bandwidth selection in nonparametric regression function estimation | 1985-01-01 | Paper |
| Optimal rates of convergence to Bayes risk in nonparametric discrimination | 1983-01-01 | Paper |
