neighbayes.models.priors.NegBinPriors¶

class neighbayes.models.priors.NegBinPriors(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)[source]¶

Priors for neighbayes.models.NegBin.

Adds overdispersion parameters for the NB2 likelihood.

__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)[source]¶

Methods

__init__([beta_mu, beta_sigma, ...])

Attributes

alpha_nu
alpha_sigma
beta_mu
beta_sigma
nu
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]¶

sigma2_alpha = 2.0[source]¶

sigma2_beta = None[source]¶

sigma_sigma = 10.0[source]¶