fitInteractionModel: Get the interaction effect of a pair of variables using...

In insilico/npdro: Nearest-neighbor Projected-Distance Regression Optimized

Get the interaction effect of a pair of variables using generalized linear regression.

Description

fitInteractionModel

Usage

fitInteractionModel(
  labelledDataFrame,
  variableIndices,
  depVarName,
  regressionFamily,
  numCovariates,
  excludeMainEffects
)

Arguments

labelledDataFrame	labelledDataFrame.frame with variables in columns and samples in rows.
variableIndices	vector of column indices of variable pairs.
depVarName	string name of the classLabel variable.
regressionFamily	string glm regression family name.
numCovariates	numeric of covariates included.
excludeMainEffects	logical indicating whether to exclude main effect terms.

Value

data.frame with variable, convergence status, beta coefficient, p-value, standard error and standardized beta columns.

See Also

Other GAIN functions: dcgain(), dmgain(), fitMainEffectModel(), gainToSimpleSIF(), getInteractionEffects(), getMainEffects(), regainParallel(), regain()

insilico/npdro documentation built on July 1, 2023, 2:56 p.m.