neighbayes.models.priors.SARNegBinPriors¶

class neighbayes.models.priors.SARNegBinPriors(beta_mu=None, beta_sigma=None, sigma2_alpha=2.0, sigma2_beta=None, sigma_sigma=10.0, nu=4.0, alpha_sigma=2.5, alpha_nu=3.0, rho_lower=-1.0, rho_upper=1.0)[source]¶

Priors for neighbayes.models.SARNegBin.

Combines SAR spatial bounds with NB overdispersion parameters.

__init__(beta_mu=None, beta_sigma=None, sigma2_alpha=2.0, sigma2_beta=None, sigma_sigma=10.0, nu=4.0, alpha_sigma=2.5, alpha_nu=3.0, rho_lower=-1.0, rho_upper=1.0)[source]¶

Methods

__init__([beta_mu, beta_sigma, ...])

Attributes

alpha_nu
alpha_sigma
beta_mu
beta_sigma
nu
rho_lower
rho_upper
sigma2_alpha
sigma2_beta
sigma_sigma

alpha_nu = 3.0[source]¶

alpha_sigma = 2.5[source]¶

beta_mu = None[source]¶

beta_sigma = None[source]¶

nu = 4.0[source]¶

rho_lower = -1.0[source]¶

rho_upper = 1.0[source]¶

sigma2_alpha = 2.0[source]¶

sigma2_beta = None[source]¶

sigma_sigma = 10.0[source]¶