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Statovic


Last seen: 3 mesi fa Attivo dal 2015

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Flexible mixture models for automatic clustering
Matlab implementation of clustering (i.e., finite mixture models, unsupervised classification).

circa un anno fa | 6 download |

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Flexible parametric survival analysis with the elastic net
Parametric survival analysis for proportional hazards regression and competing risk models.

oltre un anno fa | 2 download |

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SMML codelength for data from the binomial distribution
This is an implementation of the polynomial time algorithm for computing the SMML codelength for data from the binomial distribu...

oltre un anno fa | 2 download |

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Exponential regression with Type I censoring
Fits exponential regression models using maximum likelihood estimation. Data may be subject to Type I censoring.

quasi 2 anni fa | 1 download |

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KL divergence between two multivariate Gaussians
Function to efficiently compute the Kullback-Leibler divergence between two multivariate Gaussian distributions.

circa 3 anni fa | 5 download |

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Single Factor Analysis by MML
An implementation of the MML single factor analysis model.

circa 3 anni fa | 1 download |

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Flexible Bayesian penalized regression modelling
Bayesian lasso, horseshoe and horseshoe+ linear, logistic regression and count regression

oltre 3 anni fa | 6 download |

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randcorr
This function implements the algorithm by Pourahmadi and Wang for generating a random p x p correlation matrix.

oltre 4 anni fa | 2 download |

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gigrnd(P, a, b, sampleSize)
Implementation of new Devroye algorithm for sampling from the GIG(p,a,b) distribution.

oltre 6 anni fa | 4 download |

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Bayesian linear regression with the horseshoe hierarchy
This file implements Bayesian linear regression with the horseshoe hierarchy.

oltre 6 anni fa | 2 download |

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Robust Lasso Regression with Student-t Residuals
Estimate robust lasso regression models with Student-t residuals

quasi 7 anni fa | 1 download |

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FastRidge - fast ridge regression
Implementation of fast ridge regression tool that works efficiently for the case that p > n

oltre 8 anni fa | 2 download |

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