Function reference • ModelArray

ModelArray

Load, access, and write ModelArray class data

ModelArray() ModelArray(): An S4 class to represent element-wise scalar data and statistics.

results(<ModelArray>): Statistical results of an ModelArray object

scalars(<ModelArray>): Element-wise scalar data of an ModelArray object

show(<ModelArray>): Show ModelArray object

sources(<ModelArray>): Source filenames of an ModelArray object

writeResults(): Write outputs from element-wise statistical analysis to the HDF5 file.

numElementsTotal(): Number of elements in ModelArray

Model fitting

Fit models for element-wise data

ModelArray.lm(): Fit linear model for element-wise data

ModelArray.gam(): Run GAM for element-wise data

Supports for model fitting

Generate GAM functions with interactions. Use them only if you hope to include interaction terms in GAM formula.

generator_gamFormula_continuousInteraction(): Generate GAM formula with continuous*continuous interaction

generator_gamFormula_factorXsmooth(): Generate GAM formula with factor-smooth interaction

Behind the scene

Fit a model for one element

analyseOneElement.lm(): Fit linear model for one element.

analyseOneElement.gam(): Fit GAM for one element