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Multicollinearity and financial constraint in investment decisions: a bayesian generalized ridge regression
(2011)
This paper addresses the investment decisions considering the presence of financial constraints of 373 large Brazilian firms from 1997 to 2004, using panel data. A Bayesian econometric model was used considering ridge ...
Multicollinearity and financial constraint in investment decisions: a Bayesian generalized ridge regression
(ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD, 2011)
This paper addresses the investment decisions considering the presence of financial constraints of 373 large Brazilian firms from 1997 to 2004, using panel data. A Bayesian econometric model was used considering ridge ...
Bayesian endogeneity bias modeling
(Elsevier, 2013-11)
We propose to model endogeneity bias using prior distributions of moment conditions. The estimator can be obtained both as a method-of-moments estimator and in a Ridge penalized regression framework. We show the estimator's ...
A bayesian genomic regression model with skew normal random errors
(Genetics Society of America, 2018)
Maximum a posteriori Threshold Genomic Prediction model for ordinal traits
(Genetics Society of America, 2020)
Prediction of biological age and evaluation of genome-wide dynamic methylomic changes throughout human aging
(2021-07-01)
The use of DNA methylation signatures to predict chronological age and aging rate is of interest in many fields, including disease prevention and treatment, forensics, and anti-aging medicine. Although a large number of ...