mfp21.0.1 package

Function to apply Approximate Cumulative Distribution (ACD)

Shift and scale vector x

Helper to assign degrees of freedom

Backscale Columns of a Matrix (Internal)

Helper to calculates the final degrees of freedom for the selected mod...

Function to compute F-statistic and p-value from deviances

Function to calculate p-values for likelihood-ratio test

Function to compute model metrics to be used within mfp2

Calculates the total number of fractional polynomial powers in adjustm...

Helper function to compute standard error of a partial predictor

Simple function to center data

Extract coefficients from object of class mfp2

Helper to convert a nested list with same or different length into a m...

Simple function to create dummy variables for ordinal and nominal vari...

Helper to create overview table of fp terms

Deviance computations as used in mfp in stata

Helper function to ensure vectors have a specified length

Helper to run cycles of the mfp algorithm

Function to estimate the best FP functions for a single variable

Function to fit univariable FP1 models for acd transformation

Function to find the best FP functions of given degree for a single va...

Function that calculates an integer used to scale predictor

Function that calculates a value used to shift predictor

Function to estimate approximate cumulative distribution (ACD)

Function that fits Cox proportional hazards models

Function that fits generalized linear models

Function to fit linear model for variable of interest

Function for fitting a model using the MFP or MFPA algorithm

Function that fits models supported by mfp2

Function to fit null model excluding variable of interest

Helper to assign attributes to a variable undergoing FP-transformation

Plot response functions from a fitted mfp2 object

Helper function to generate combinations with replacement

Function that generates a matrix of FP powers for any degree

Function to generate all requested FP transformations for a single var...

Helper function to extract selected variables from fitted mfp2 objec...

Multivariable Fractional Polynomial Models with Extensions

Helper function to name transformed variables

Helper to order variables for mfp2 algorithm

Predict Method for mfp2

Helper function to prepare newdata for predict function

Function for verbose printing of function selection procedure (FSP)

Print method for objects of class mfp2

Helper to reset acd transformation for variables with few values

Function selection procedure based on information criteria

Helper to select between null and linear term for a single variable

Function selection procedure for ACD based on closed testing procedure

Function selection procedure based on closed testing procedure

Summarizing mfp2 model fits

Function to extract and transform adjustment variables

Function to transform each column of matrix using final FP powers or a...

Functions to transform a variable using fractional polynomial powers o...

Simple function to transform vector by a single power