neighbayes.models.priors.PanelDynamicBasePriors

class neighbayes.models.priors.PanelDynamicBasePriors(beta_mu=None, beta_sigma=None, sigma2_alpha=2.0, sigma2_beta=None, sigma_sigma=10.0, nu=4.0, phi_lower=-0.95, phi_upper=0.95)[source]

Priors shared by every dynamic panel model.

Adds bounds on the AR(1) coefficient phi on the lagged dependent variable and tightens spatial-parameter bounds to [-0.95, 0.95].

__init__(beta_mu=None, beta_sigma=None, sigma2_alpha=2.0, sigma2_beta=None, sigma_sigma=10.0, nu=4.0, phi_lower=-0.95, phi_upper=0.95)[source]

Methods

__init__([beta_mu, beta_sigma, ...])

Attributes

beta_mu

beta_sigma

nu

phi_lower

phi_upper

sigma2_alpha

sigma2_beta

sigma_sigma

beta_mu = None[source]
beta_sigma = None[source]
nu = 4.0[source]
phi_lower = -0.95[source]
phi_upper = 0.95[source]
sigma2_alpha = 2.0[source]
sigma2_beta = None[source]
sigma_sigma = 10.0[source]