sstap_glm.fit: Spline Spatial Temporal Aggregated Regression Generalized...

In apeterson91/rsstap: Spline Spatial Temporal Aggregated Predictors

Description

Spline Spatial Temporal Aggregated Regression Generalized Linear Model Fit

Usage

sstap_glm.fit(y, Z, X, S, family, group = list(), QR = F, weights = NULL, ...)

Arguments

y	vector/matrix of outcomes
Z	matrix of subject level covariates
X	list of Smooth design matrices
S	list of Smooth penalty/precision matrices
family	One of family currently gaussian, binomial and poisson are implimented with identity, logistic and log links currently.
group	A list, possibly of length zero (the default), but otherwise having the structure of that produced by mkReTrms to indicate the group-specific part of the model.
QR	boolean denoting whether or not to perform a QR decomposition on the design matrix, note that this is an experimental feature and bugs are still being worked out.
weights	for unequal variances
...	arguments for stan sampler

apeterson91/rsstap documentation built on April 7, 2021, 4:36 p.m.