PyBSAM: Python-based GUI for Bayesian Spectral Analysis Regression with Shape Restrictions (Beta Version)by Taeryon Choi, Seongil Jo, Hyungjoon Kim and Hyotae Kim. This companion software application is a graphical user interface (GUI) developed in Python as a counterpart of R-pacakge BSAM allowing the practitioners to use BSAM easily by GUI, instead of a command-line user interface in R. PyBSAM implements a Bayesian Spectral Analysis Models that include regression with/without shape restrictions, quantile regression with/without shape restrictions, additive models, generalized linear models and density estimation.The program of graphical user interface is currently in beta version, and available upon request. Bayesian Spectral Analysis Regression (BSAR)Bayesian Spectral Analysis Quantile Regression (BSAQ)Bayesian Spectral Analysis Generalized Linear Regression (GBSAR)Bayesian Spectral Analysis Density Estimation (BSAD)Last updated on August 4, 2015 |