Bayesian Solutions for the Factor Zoo: We Just Ran Two Quadrillion Models


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Documentation for package ‘BayesianFactorZoo’ version 0.0.0.2

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BayesianFM Bayesian Fama-MacBeth
BayesianSDF Bayesian estimation of Linear SDF (B-SDF)
BFactor_zoo_example Simulated Example Dataset *'BFactor_zoo_example'*
continuous_ss_sdf SDF model selection with continuous spike-and-slab prior
continuous_ss_sdf_v2 SDF model selection with continuous spike-and-slab prior (tradable factors are treated as test assets)
dirac_ss_sdf_pvalue Hypothesis testing for risk prices (Bayesian p-values) with Dirac spike-and-slab prior
psi_to_priorSR Mapping psi ('psi0') to the prior Sharpe ratio of factors ('priorSR'), and vice versa.
SDF_gmm GMM Estimates of Factors' Risk Prices under the Linear SDF Framework
Two_Pass_Regression Fama MacBeth Two-Pass Regression