Statovic

Last seen: 3 months ago | Active since 2015

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Bayesian parametric survival analysis with the fused lasso
Bayesian parametric survival analysis for proportional hazards regression.

3 months ago | 2 downloads |

Submitted

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

1 year ago | 4 downloads |

Submitted

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

2 years ago | 1 download |

Submitted

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...

2 years ago | 1 download |

Submitted

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

2 years ago | 2 downloads |

Submitted

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

3 years ago | 2 downloads |

Submitted

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

3 years ago | 2 downloads |

Submitted

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

4 years ago | 9 downloads |

Submitted

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

4 years ago | 4 downloads |

Submitted

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

7 years ago | 1 download |

Submitted

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

7 years ago | 3 downloads |

Submitted

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

7 years ago | 2 downloads |

Submitted

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

9 years ago | 2 downloads |

Statovic

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