neighbayes.models.priors.PanelSDMUDynamicPriors¶

class neighbayes.models.priors.PanelSDMUDynamicPriors(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, rho_lower=-0.95, rho_upper=0.95, theta_lower=-0.95, theta_upper=0.95)[source]¶

Priors for neighbayes.models.SDMUPanelDynamic.

Adds bounds on the time-space cross-term coefficient theta.

__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, rho_lower=-0.95, rho_upper=0.95, theta_lower=-0.95, theta_upper=0.95)[source]¶

Methods

__init__([beta_mu, beta_sigma, ...])

Attributes

beta_mu
beta_sigma
nu
phi_lower
phi_upper
rho_lower
rho_upper
sigma2_alpha
sigma2_beta
sigma_sigma
theta_lower
theta_upper

beta_mu = None[source]¶

beta_sigma = None[source]¶

nu = 4.0[source]¶

phi_lower = -0.95[source]¶

phi_upper = 0.95[source]¶

rho_lower = -0.95[source]¶

rho_upper = 0.95[source]¶

sigma2_alpha = 2.0[source]¶

sigma2_beta = None[source]¶

sigma_sigma = 10.0[source]¶

theta_lower = -0.95[source]¶

theta_upper = 0.95[source]¶