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Bayesian parametric survival analysis with the fused lasso
Bayesian parametric survival analysis for proportional hazards regression.
1 year 前 | 2 次下载 |
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Flexible mixture models for automatic clustering
Matlab implementation of clustering (i.e., finite mixture models, unsupervised classification).
3 years 前 | 3 次下载 |
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Flexible parametric survival analysis with the elastic net
Parametric survival analysis for proportional hazards regression and competing risk models.
3 years 前 | 1 次下载 |
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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...
3 years 前 | 1 次下载 |
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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.
3 years 前 | 1 次下载 |
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KL divergence between two multivariate Gaussians
Function to efficiently compute the Kullback-Leibler divergence between two multivariate Gaussian distributions.
5 years 前 | 1 次下载 |
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Single Factor Analysis by MML
An implementation of the MML single factor analysis model.
5 years 前 | 2 次下载 |
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Flexible Bayesian penalized regression modelling
Bayesian lasso, horseshoe and horseshoe+ linear, logistic regression and count regression
5 years 前 | 2 次下载 |
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randcorr
This function implements the algorithm by Pourahmadi and Wang for generating a random p x p correlation matrix.
6 years 前 | 2 次下载 |
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gigrnd(P, a, b, sampleSize)
Implementation of new Devroye algorithm for sampling from the GIG(p,a,b) distribution.
8 years 前 | 2 次下载 |
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Bayesian linear regression with the horseshoe hierarchy
This file implements Bayesian linear regression with the horseshoe hierarchy.
8 years 前 | 4 次下载 |
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Robust Lasso Regression with Student-t Residuals
Estimate robust lasso regression models with Student-t residuals
8 years 前 | 2 次下载 |
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FastRidge - fast ridge regression
Implementation of fast ridge regression tool that works efficiently for the case that p > n
10 years 前 | 3 次下载 |
