fitMainEffectModel: Get the main effect of a variable using generalized linear...

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

Get the main effect of a variable using generalized linear regression .

Description

fitMainEffectModel

Usage

fitMainEffectModel(
  labelledDataFrame,
  variableName,
  depVarName,
  regressionFamily,
  numCovariates
)

Arguments

labelledDataFrame	data.frame with variables in columns and samples in rows.
variableName	string name of the variable to consider.
depVarName	string name of the classLabel variable.
regressionFamily	string glm regression family name.
numCovariates	numeric of included covariates.

Value

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

See Also

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

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