Bayesian LASSO, scale space and decision making in association genetics
L Pasanen, L Holmström, MJ Sillanpää - PloS one, 2015 - journals.plos.org
… of LASSO and the Bayesian LASSO. … the decision making in scale space is discussed. The
ideas suggested in this paper are applied to Bayesian ridge regression and classic LASSO in …
ideas suggested in this paper are applied to Bayesian ridge regression and classic LASSO in …
Bayesian adaptive lasso
… We also compare the predictive performance of BaLasso-BMA to that of the Lasso, aLasso,
and the original Bayesian Lasso (BLasso). The implementation of BLasso is similar to …
and the original Bayesian Lasso (BLasso). The implementation of BLasso is similar to …
A decision rule for quantitative trait locus detection under the extended Bayesian LASSO model
CM Mutshinda, MJ Sillanpää - Genetics, 2012 - academic.oup.com
… Bayesian decision rule for QTL detection under the recently introduced extended Bayesian
LASSO … In general, rigorous decision making with regard to true and false signals remains an …
LASSO … In general, rigorous decision making with regard to true and false signals remains an …
Online decision making with high-dimensional covariates
… Here, we apply the LASSO Bandit to learn an optimal dosing strategy using patients’ clinical
… to a Bayesian prior over the unknown arm parameters. In practice, the decision maker may …
… to a Bayesian prior over the unknown arm parameters. In practice, the decision maker may …
The reciprocal Bayesian lasso
… : regular Bayesian LASSO and reciprocal Bayesian LASSO, in light of their respective
hierarchical formulations. To observe that, we rewrite the Bayesian LASSO hierarchical model …
hierarchical formulations. To observe that, we rewrite the Bayesian LASSO hierarchical model …
Comparing Bayesian variable selection to lasso approaches for applications in psychology
… properties of lasso approaches used for variable selection to Bayesian variable … Bayesian
lasso and elastic net lasso, but they also included a formulation for spike-and-slab Bayesian …
lasso and elastic net lasso, but they also included a formulation for spike-and-slab Bayesian …
[PDF][PDF] The Safe–Bayesian Lasso
R de Heide - Master's thesis, Leiden University, 2016 - math.leidenuniv.nl
… Not only does our new method perform comparably to the standard Bayesian lasso, it
outperforms the standard Bayesian lasso substantially when the model is misspecified. …
outperforms the standard Bayesian lasso substantially when the model is misspecified. …
On Bayesian lasso variable selection and the specification of the shrinkage parameter
A Lykou, I Ntzoufras - Statistics and Computing, 2013 - Springer
… In all examples, detailed comparisons with a variety of ordinary and Bayesian lasso … above
Bayesian interpretation of ordinary lasso estimates, a wide variety of Bayesian lasso methods …
Bayesian interpretation of ordinary lasso estimates, a wide variety of Bayesian lasso methods …
What are the determinants of financial well‐being? A Bayesian LASSO approach
DJ Lacombe, N Khatun - American Journal of Economics and …, 2023 - Wiley Online Library
… Bayesian LASSO method to determine what factors affect an individual's FWB score. The
Bayesian LASSO … zero, indicating that the Bayesian LASSO technique was successful in …
Bayesian LASSO … zero, indicating that the Bayesian LASSO technique was successful in …
[PDF][PDF] Priors on the variance in sparse Bayesian learning: the demi-Bayesian lasso
S Balakrishnan, D Madigan - … of statistical decision making and Bayesian …, 2010 - Citeseer
… To circumvent the computational complexities associated with the MCMC sampling required
for the Bayesian Lasso, we propose fitting the Bayesian Lasso model through a type-II …
for the Bayesian Lasso, we propose fitting the Bayesian Lasso model through a type-II …
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