map_hazard_to_density: Map Predicted Hazard to Predicted Density for a Single...

Description Usage Arguments Details Value

View source: R/utils.R

Description

Map Predicted Hazard to Predicted Density for a Single Observation

Usage

1
map_hazard_to_density(hazard_pred_single_obs)

Arguments

hazard_pred_single_obs

A numeric vector of predicted hazard of failure in a given bin (under a given partitioning of the support) for a single observational unit based on a long format data structure (from format_long_hazards). This is the probability that a given value falls in a corresponding bin, given that it has not yet failed (fallen in a preceding bin), as per \insertRefdiaz2011superhaldensify.

Details

For a single observation, map a predicted hazard of failure (as an occurrence in a particular bin, under a given partitioning of the support) to a density.

Value

A matrix composed of a single row and a number of columns specified by the grid of penalization parameters used in fitting of the highly adaptive lasso. This is the predicted conditional density for a given observation, re-mapped from the hazard scale.


nhejazi/haldensify documentation built on May 7, 2021, 12:10 a.m.