fixed: Fixed-effects beta regression with no inflation at 0 or 1

In zoib: Bayesian Inference for Beta Regression and Zero-or-One Inflated Beta Regression

Fixed-effects beta regression with no inflation at 0 or 1

Description

Internal function to be called by function zoib; Fits a fixed-effects beta regression to a response variable bounded within (0, 1).

Usage

fixed(y, n, xmu.1, p.xmu, xsum.1, p.xsum, prior1, prec.int, prec.DN, lambda.L1,
lambda.L2, lambda.ARD, link, n.chain,inits, seed)

Arguments

y	A univariate response variable taking value from (0, 1).
n	Number of rows in the data set.
xmu.1	Design matrix associated with the fixed effects in linear predictor of g(mean of the beta piece), where g() is link function.
p.xmu	Number of columns in xmu.1.
xsum.1	Design matrix associated with the fixed effects in linear predictor of log(dispersion parameter of the beta piece).
p.xsum	Number of columns in xsum.1.
prior1	Internally generated variable (a vector of dimension 4). Prior choice for the regression coefficients in each of the 4 linear predictors of the 4 link functions.
prec.int	The precision parameter in the prior distributions (diffuse normal) of the intercepts in the linear predictors.
prec.DN	The precision parmeter in the prior distributions of the regression coefficients in the linear predictors if the diffuse normal prior is chosen.
lambda.ARD	The scale parameter in the prior distributions of the regression coefficients in the linear predictors if the ARD prior is chosen.
lambda.L1	The scale parameter in the prior distributions of the regression coefficients in the linear predictors if the L1-like prior is chosen.
lambda.L2	The scale parameter in the prior distributions of the regression coefficients in the linear predictors if the L2-like prior is chosen.
link	Internally generated variable containing the information on the choice of link functions for the mean of the beta piece.
n.chain	Number of chains for the MCMC sampling.
inits	initial parameter for model parameters.
seed	seeds for results reproducibility

Value

Internal function. Returned values are used internally

Author(s)

Fang Liu ([e-mail])

See Also

See Also as zoib

zoib documentation built on May 31, 2023, 7:49 p.m.