Package index

Create a Flexible Transfer Model

Learn how to create a flexible transfer model from existing models (lm, glm, glmnet)

createFTM()

Create a Flexible Transfer Model (FTM) Object from Different Model Types

createFromLm()

Create a Flexible Transfer Model (ftmlm) from a lm object

createFromGlm()

Create a Flexible Transfer Model (ftmglm or ftmlm) from a glm object

createFromGlmnet()

Create a Flexible Transfer Model (ftmglm or ftmlm) from a glmnet object

Extract coefficients from a flexible transfer model

Learn how to subset, reweight, and extract coefficients from a flexible transfer model

coef(<ftmglm>) coef(<ftmlm>)

Extract Model Coefficients from a ftmglm or ftmlm object

subset(<ftmglm>) subset(<ftmlm>)

Extract/Subset the variables used in a ftmglm or ftmlm object

show(<ftmglm>) show(<ftmlm>)

Show Method for ftmglm or ftmlm objects

formula(<ftmglm>) formula(<ftmlm>)

Model Formula for ftmglm or ftmlm objects

Use a flexible transfer model to predict new data

Learn how to use a flexible transfer model to predict new data, even when there are missing variables

predict(<ftmglm>) predict(<ftmlm>)

Predict Method for Flexible Transfer Models (ftmglm and ftmlm)

Explore the structure of a flexible transfer model

See constructors and classes for flexible transfer models

ftmglm-class

Flexible Transfer Model (FTM) Generalized Linear Model Class

ftmlm-class

Flexible Transfer Model (FTM) Linear Model Class

ftmglm()

Constructor for ftmglm Objects

ftmlm()

Constructor for ftmlm Objects

Estimating performance when you have fewer variables

Learn how to estimate performance when you have fewer variables

rsq(<ftmglm>) rsq(<ftmlm>)

Extract R-squared from a ftmglm or ftmlm object

rsq()

Extract R-squared from model objects

Use a flexible transfer model to predict new data

Learn how to use a flexible transfer model to predict new data, even when there are missing variables

predict(<ftmglm>) predict(<ftmlm>)

Predict Method for Flexible Transfer Models (ftmglm and ftmlm)