| Publication | Date of Publication | Type |
|---|
| Spatial clustering of time series via mixture of autoregressions models and Markov random fields | 2023-12-12 | Paper |
| Approximation of probability density functions via location-scale finite mixtures in Lebesgue spaces | 2023-07-11 | Paper |
| Order selection with confidence for finite mixture models | 2023-06-20 | Paper |
| Bayesian analysis of generalized linear mixed models with spatial correlated and unrestricted skew normal errors | 2022-12-16 | Paper |
| Skew-normal generalized spatial panel data model | 2022-06-21 | Paper |
| On approximations via convolution-defined mixture models | 2022-05-17 | Paper |
| Approximations of conditional probability density functions in Lebesgue spaces via mixture of experts models | 2022-04-22 | Paper |
| Skew-normal Bayesian spatial heterogeneity panel data models | 2022-02-25 | Paper |
| Statistical file-matching of non-Gaussian data: a game theoretic approach | 2022-02-18 | Paper |
| Some theoretical results regarding the polygonal distribution | 2022-02-16 | Paper |
| An overview of skew distributions in model-based clustering | 2022-01-03 | Paper |
| Data fusion using factor analysis and low-rank matrix completion | 2021-12-09 | Paper |
| Harmless label noise and informative soft-labels in supervised classification | 2021-11-09 | Paper |
| A bivariate joint frailty model with mixture framework for survival analysis of recurrent events with dependent censoring and cure fraction | 2021-07-09 | Paper |
| Mixtures of factor analyzers with scale mixtures of fundamental skew normal distributions | 2021-06-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5856817 | 2021-03-29 | Paper |
| On formulations of skew factor models: skew factors and/or skew errors | 2021-01-06 | Paper |
| Robust mixtures of factor analysis models using the restricted multivariate skew-t distribution | 2020-12-30 | Paper |
| Approximation by finite mixtures of continuous density functions that vanish at infinity | 2020-11-11 | Paper |
| An apparent paradox: a classifier based on a partially classified sample may have smaller expected error rate than that if the sample were completely classified | 2020-11-04 | Paper |
| Whole‐volume clustering of time series data from zebrafish brain calcium images via mixture modeling | 2020-10-14 | Paper |
| Assessing the adequacy of Weibull survival models: a simulated envelope approach | 2020-09-30 | Paper |
| Maternity Length of Stay Modelling by Gamma Mixture Regression with Random Effects | 2020-09-25 | Paper |
| Randomized mixture models for probability density approximation and estimation | 2020-09-22 | Paper |
| Mini-batch learning of exponential family finite mixture models | 2020-08-27 | Paper |
| Flexible Modelling via Multivariate Skew Distributions | 2020-08-07 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3295347 | 2020-07-08 | Paper |
| On mean and/or variance mixtures of normal distributions | 2020-05-14 | Paper |
| False discovery rate control for grouped or discretely supported p-values with application to a neuroimaging study | 2020-01-24 | Paper |
| Deep Gaussian mixture models | 2019-10-18 | Paper |
| Stream-suitable optimization algorithms for some soft-margin support vector machine variants | 2019-10-18 | Paper |
| Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data | 2019-06-06 | Paper |
| A Universal Approximation Theorem for Mixture-of-Experts Models | 2019-06-05 | Paper |
| Maximum likelihood estimation of Gaussian mixture models without matrix operations | 2019-06-03 | Paper |
| A globally convergent algorithm for Lasso-penalized mixture of linear regression models | 2018-08-17 | Paper |
| Partial identification in the statistical matching problem | 2018-08-15 | Paper |
| Linear mixed models with marginally symmetric nonparametric random effects | 2018-08-15 | Paper |
| Maximum likelihood estimation of triangular and polygonal distributions | 2018-08-15 | Paper |
| Mixtures of spatial spline regressions for clustering and classification | 2018-08-15 | Paper |
| Laplace mixture of linear experts | 2018-08-15 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4576269 | 2018-07-12 | Paper |
| Chunked-and-averaged estimators for vector parameters | 2018-06-14 | Paper |
| Stream-suitable optimization algorithms for some soft-margin support vector machine variants | 2018-03-31 | Paper |
| Progress on a conjecture regarding the triangular distribution | 2017-12-06 | Paper |
| Deep Gaussian mixture models | 2017-12-01 | Paper |
| Mixture of time‐dependent growth models with an application to blue swimmer crab length‐frequency data | 2017-09-07 | Paper |
| Comment on ``On nomenclature, and the relative merits of two formulations of skew distributions by A. Azzalini, R. Browne, M. Genton, and P. McNicholas | 2016-06-24 | Paper |
| Finite mixtures of canonical fundamental skew \(t\)-distributions. The unification of the restricted and unrestricted skew \(t\)-mixture models | 2016-06-10 | Paper |
| Laplace mixture autoregressive models | 2016-04-22 | Paper |
| Model-based clustering and classification with non-normal mixture distributions | 2016-03-17 | Paper |
| Rejoinder to the discussion of ``Model-based clustering and classification with non-normal mixture distributions | 2016-03-17 | Paper |
| Extending mixtures of factor models using the restricted multivariate skew-normal distribution | 2015-12-23 | Paper |
| Finite mixtures of multivariate skew \(t\)-distributions: some recent and new results | 2015-11-19 | Paper |
| A robust factor analysis model using the restricted skew-\(t\) distribution | 2015-09-25 | Paper |
| Comments on: Augmenting the bootstrap to analyze high dimensional genomic data | 2015-08-17 | Paper |
| On mixtures of skew normal and skew \(t\)-distributions | 2013-09-24 | Paper |
| CLASSIFICATION OF HIGH-DIMENSIONAL MICROARRAY DATA WITH A TWO-STEP PROCEDURE VIA A WILCOXON CRITERION AND MULTILAYER PERCEPTRON | 2011-07-28 | Paper |
| A very fast algorithm for matrix factorization | 2011-06-15 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3535290 | 2008-11-10 | Paper |
| Analyzing Microarray Gene Expression Data | 2008-07-08 | Paper |
| The EM Algorithm and Extensions, 2E | 2008-07-03 | Paper |
| Two-component Poisson mixture regression modelling of count data with bivariate random effects | 2008-02-26 | Paper |
| Multi-level zero-inflated Poisson regression modelling of correlated count data with excess zeros | 2007-03-20 | Paper |
| AI 2005: Advances in Artificial Intelligence | 2006-11-14 | Paper |
| Speeding up the EM algorithm for mixture model-based segmentation of magnetic resonance images | 2005-02-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4827938 | 2004-11-23 | Paper |
| Selection bias in gene extraction on the basis of microarray gene-expression data | 2002-09-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4523870 | 2001-01-15 | Paper |
| High-Breakdown Linear Discriminant Analysis | 1997-11-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4353852 | 1997-09-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4692755 | 1993-06-05 | Paper |
| Estimating the Linear Discriminant Function from Initial Samples Containing a Small Number of Unclassified Observations | 1977-01-01 | Paper |
| The errors of allocation and their estimators in the two-population discrimination problem | 1973-01-01 | Paper |
