Spline Spatial Temporal Aggregated Regression Generalized Linear Model Fit

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

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.

...

arguments for stan sampler