All functions

as.matrix(<sstapreg>)

Extract the posterior sample

binomial_benvo

Small benvo for use in rsstap examples and vignettes.

complex_longitudinal

Complex longitudinal benvo for use in rsstap examples and vignettes

example_model

Example model

get_sstapspec()

Retrieve STAP model specification from STAP model formula

network_benvo

Network Built Environment Feature Effects dataset

plot(<sstapreg>)

Plot Spline Spatial Temporal Aggregated Predictors

plot3D()

3D plots for rsstap models

poisson_benvo

Small benvo for use in rsstap examples and vignettes.

posterior_interval(<sstapreg>)

Posterior uncertainty intervals

print(<sstapreg>)

Print method for sstapreg objects

priors

Priors for `rsstap` models

rsstap-package

The 'rsstap' package.

sstap_glm()

Spline Spatial Temporal Aggregated Predictor General Linear Model

sstap_glm.fit()

Spline Spatial Temporal Aggregated Regression Generalized Linear Model Fit

sstap_glmer()

Spline Spatial Temporal Aggregated Generalized Mixed Effects Regression Model

sstap_lm()

Spline Spatial Temporal Aggregated Regression Linear Model

sstap_lmer()

Spline Spatial Temporal Aggregated Mixed Effects Regression Model

coef(<sstapreg>) confint(<sstapreg>) fitted(<sstapreg>) se(<sstapreg>) nobs(<sstapreg>) VarCorr(<sstapreg>) ngrps(<sstapreg>) vcov(<sstapreg>) nsamples(<sstapreg>)

Methods for sstapreg objects

sstapreg()

Create a sstapreg object

get_k() get_terms_ix() get_component() has_bw() get_smooth_obj()

sstapspec Methods

sstapspec()

Create STAP data structure

summary(<sstapreg>) print(<summary.sstapreg>)

Summary method for sstapreg objects

waic()

Calculate WAIC