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nsPublicData
actg
Commits
ec27ee11
Commit
ec27ee11
authored
Aug 28, 2017
by
levintow
Browse files
updating actg repo for package
parent
6b811644
Changes
4
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README.Rmd
0 → 100644
View file @
ec27ee11
---
title: "AIDS Clinical Trial Group (ACTG) Study Dataset"
author: "Sara Levintow"
date: "8/28/2017"
output: md_document
---
# AIDS Clinical Trial Group (ACTG) Study Dataset #
The ACTG study 320 compared a combination of three antiretroviral drugs against a pair.
### Installation
You can install the package from Bitbucket
```{r setup, include=FALSE, warning=FALSE}
knitr::opts_chunk$set(echo = TRUE)
library("devtools")
devtools::install_bitbucket("levintow/actg")
library(actg)
```
```{r, eval=FALSE}
library("devtools")
devtools::install_bitbucket("levintow/actg")
library(actg)
```
### List of Variables (variable name: definition) ###
* id: patient identifier
* male: 1=male, 0=female
* black: 1=black, 0=non-black
* hispanic: 1=hispanic, 0=non-hispanic
* idu: 1=history of injection drug use, 0=no history
* art: 1=triple therapy, 0=double therapy
* delta: 1=endpoint (AIDS or death), 0=no endpoint
* drop: 1=loss to follow up, 0=not
* r: 1=in subcohort, 0=not
* age: years of age at randomization
* karnof: Karnofsky score (100=normal, 0=dead)
* days: days from randomization to endpoint of censoring
* cd4: CD4 count in cells/mm^3 at randomization
* stop: day therapy stopped, missing if not stopped
### Notes ###
* There is one record per patient in the dataset.
* r is a constructed variable to illustrate confounding.
README.md
View file @
ec27ee11
# AIDS Clinical Trial Group (ACTG) Study Dataset #
The ACTG study 320 compared a combination of three antiretroviral drugs against a pair.
### List of Variables (variable name: definition) ###
*
id: patient identifier
*
male: 1=male, 0=female
*
black: 1=black, 0=non-black
*
hispanic: 1=hispanic, 0=non-hispanic
*
idu: 1=history of injection drug use, 0=no history
*
art: 1=triple therapy, 0=double therapy
*
delta: 1=endpoint (AIDS or death), 0=no endpoint
*
drop: 1=loss to follow up, 0=not
*
r: 1=in subcohort, 0=not
*
age: years of age at randomization
*
karnof: Karnofsky score (100=normal, 0=dead)
*
days: days from randomization to endpoint of censoring
*
cd4: CD4 count in cells/mm^3 at randomization
*
stop: day therapy stopped, missing if not stopped
### Notes ###
*
There is one record per patient in the dataset.
*
r is a constructed variable to illustrate confounding.
AIDS Clinical Trial Group (ACTG) Study Dataset
==============================================
The ACTG study 320 compared a combination of three antiretroviral drugs
against a pair.
### Installation
You can install the package from Bitbucket
library("devtools")
devtools::install_bitbucket("levintow/actg")
library(actg)
### List of Variables (variable name: definition)
-
id: patient identifier
-
male: 1=male, 0=female
-
black: 1=black, 0=non-black
-
hispanic: 1=hispanic, 0=non-hispanic
-
idu: 1=history of injection drug use, 0=no history
-
art: 1=triple therapy, 0=double therapy
-
delta: 1=endpoint (AIDS or death), 0=no endpoint
-
drop: 1=loss to follow up, 0=not
-
r: 1=in subcohort, 0=not
-
age: years of age at randomization
-
karnof: Karnofsky score (100=normal, 0=dead)
-
days: days from randomization to endpoint of censoring
-
cd4: CD4 count in cells/mm^3 at randomization
-
stop: day therapy stopped, missing if not stopped
### Notes
-
There is one record per patient in the dataset.
-
r is a constructed variable to illustrate confounding.
data-raw/read_
actg
.R
→
data-raw/read_
data
.R
View file @
ec27ee11
# read_data.R
# Purpose: read-in ACTG data for inclusion in package
# This file is run to rebuild the actg data for the package
# Authors: Sara Levintow and Alan Brookhart
library
(
devtools
)
library
(
tidyverse
)
library
(
readr
)
use_data_raw
()
# Reading in ACTG data set
actg
<-
read.table
(
"
/Users/salevintow/Documents/R Software Development/actg
/data-raw/actg320.23nov16.dat.txt"
)
actg
<-
read.table
(
"
.
/data-raw/actg320.23nov16.dat.txt"
)
colnames
(
actg
)
<-
c
(
"id"
,
"male"
,
"black"
,
"hispanic"
,
"idu"
,
"art"
,
"delta"
,
"drop"
,
"r"
,
"age"
,
"karnof"
,
"days"
,
"cd4"
,
"stop"
)
# Review variables and make sure data read in correctly
...
...
@@ -14,11 +20,17 @@ actg$stop<-as.character(actg$stop)
actg
$
stop
<-
ifelse
(
actg
$
stop
==
"."
,
" "
,
actg
$
stop
)
actg
$
stop
<-
as.numeric
(
actg
$
stop
)
#
# Creating event time and censoring time variables
# Creating event time and censoring time variables
actg
$
Y
<-
ifelse
(
actg
$
delta
==
1
,
actg
$
days
,
NA
)
#Y is time of event (AIDS or death)
actg
$
C
<-
ifelse
(
actg
$
delta
==
0
,
actg
$
days
,
NA
)
#C is time of censoring
actg
$
C1
<-
ifelse
(
actg
$
drop
==
1
,
actg
$
days
,
NA
)
#C1 is time of censoring due to drop-out
actg
$
C2
<-
ifelse
(
actg
$
delta
==
0
&
actg
$
drop
==
0
,
actg
$
days
,
NA
)
#C2 is time of censoring not due to drop-out
# Exposure (idu) as a factor variable
actg
$
idu_f
<-
factor
(
actg
$
idu
,
levels
=
c
(
0
,
1
),
labels
=
c
(
"No IDU"
,
"History of IDU"
))
# Deleting indicators of outcome and drop-out
actg
$
delta
<-
NULL
actg
$
drop
<-
NULL
# Save R data set in the actg package
devtools
::
use_data
(
actg
,
overwrite
=
TRUE
)
data/actg.rda
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ec27ee11
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