Search results for " bma"

showing 2 items of 2 documents

TOXICITY OF B-N-OXALYLAMINO-L-ALANINE ANDB-N-METHYLAMINO-L-ALANINE IN NIH3T3 CELLS IS MEDIATED BY INHIBITIONOF THE XC¯ ANTIPORTER

2012

Beta-N-oxalylamino-L-alanine (BOAA) and beta-N-methylamino-L-alanine (BMAA) are two non-protein amino acids reported to induce neuronal degeneration. They have been involved in the pathogenesis of rare motor neuron diseases, as neurolathyrism or the ALS-Parkinson-Dementia complex of Guam. The mechanisms by which BOAA and BMAA toxicity is explicated is still unknown, but there is evidence that it might involve the inhibition of Xc¯ antiporter, that is the rate-limiting transporter of the synthesis of intracellular glutathione. In the present study, we investigated the mechanisms of BOAA and BMAA toxicity in the non-neuronal NIH3T3 cells. First, we treated NIH3T3 cells with BOAA or BMAA at di…

BOAA BMAA ALS NIH3T3 Oxidative Stress
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Bayesian model averaging and weighted-average least squares: Equivariance, stability, and numerical issues

2011

In this article, we describe the estimation of linear regression models with uncertainty about the choice of the explanatory variables. We introduce the Stata commands bma and wals, which implement, respectively, the exact Bayesian model-averaging estimator and the weighted-average least-squares estimator developed by Magnus, Powell, and Prüfer (2010, Journal of Econometrics 154: 139–153). Unlike standard pretest estimators that are based on some preliminary diagnostic test, these model-averaging estimators provide a coherent way of making inference on the regression parameters of interest by taking into account the uncertainty due to both the estimation and the model selection steps. Spec…

Mathematical optimizationWalsBayesian probabilityStability (learning theory)Bayesian analysisSettore SECS-P/05 - EconometriaInferenceBmaBayesian inference01 natural sciencesLeast squares010104 statistics & probabilityMathematics (miscellaneous)st0239 bma wals model uncertainty model averaging Bayesian analysis exact Bayesian model averaging weighted-average least squares0502 economics and businessLinear regressionWeighted-average least squares0101 mathematicsSettore SECS-P/01 - Economia Politica050205 econometrics Mathematicsst0239Exact bayesian model averagingModel selection05 social sciencesEstimatorModel uncertaintyAlgorithmModel averaging
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