Man pages for iqLearn
Interactive Q-Learning

bmiDataAdolescent BMI data set (generated toy example)
IQ1IQ-learning: Recommend stage 1 treatment
IQ2IQ-learning: Recommend stage 2 treatment
iqResidsIQ-learning: standardized residuals
learnIQ1IQ-learning: estimate optimal first-stage rule
learnIQ1cmIQ-learning: contrast function mean regression
learnIQ1mainIQ-learning: main effect term regression
learnIQ1varIQ-learning: contrast variance modeling
learnIQ2IQ-learning: second-stage regression
plot.iqResidsPlot the standardized residuals
plot.learnIQ1cmResidual plots for the contrast mean model
plot.learnIQ1mainResidual plots for the main effect term model
plot.learnIQ1varResidual plots for the contrast variance model
plot.learnIQ2Residual plots for the second-stage regression
plot.qLearnS1Residual plots for the first-stage regression
plot.qLearnS2Residual plots for the second-stage regression
qLearnQ1Q-learning: Recommend stage 1 treatment
qLearnQ2Q-learning: Recommend stage 2 treatment
qLearnS1Q-learning: first-stage regression
qLearnS2Q-learning: second-stage regression
summary.learnIQ1cmIQ-learning: contrast mean regression summary
summary.learnIQ1mainIQ-learning: main effect regression summary
summary.learnIQ1varIQ-learning: contrast variance modeling summary
summary.learnIQ2IQ-learning: second-stage regression summary
summary.qLearnS1Q-learning: first-stage regression summary
summary.qLearnS2Q-learning: second-stage regression summary
summary.valueEstimate plug-in value
valueEstimate plug-in value
iqLearn documentation built on May 2, 2019, 6:44 a.m.