pbc2: pbc2 dataset

In anthonydevaux/DynForest: Random Forest with Multivariate Longitudinal Predictors

pbc2 dataset

Description

pbc2 data from Mayo clinic

Format

Longitudinal dataset with 1945 rows and 19 columns for 312 patients

id

Patient identifier

time

Time measurement

ascites

Presence of ascites (Yes/No)

hepatomegaly

Presence of hepatomegaly (Yes/No)

spiders

Blood vessel malformations in the skin (Yes/No)

edema

Edema levels (No edema/edema no diuretics/edema despite diuretics)

serBilir

Level of serum bilirubin

serChol

Level of serum cholesterol

albumin

Level of albumin

alkaline

Level of alkaline phosphatase

SGOT

Level of aspartate aminotransferase

platelets

Platelet count

prothrombin

Prothrombin time

histologic

Histologic stage of disease

drug

Drug treatment (D-penicillmain/Placebo)

age

Age at enrollment

sex

Sex of patient

years

Time-to-event in years

event

Event indicator: 0 (alive), 1 (transplanted) and 2 (dead)

Source

pbc2 joineRML

Examples

data(pbc2)

anthonydevaux/DynForest documentation built on June 9, 2025, 11 p.m.