Publication

Publication times for 244 clinical trials funded by the National Heart, Lung, and Blood Institute.

datasets

We provide the collection of data-sets used in the book 'An Introduction to Statistical Learning with Applications in R, Second Edition'. These include many data-sets that we used in the first edition (some with minor changes), and some new datasets.

Trevor Hastie

ISLR2

Introduction to Statistical Learning, Second Edition

Gareth James

Daniela Witten

Rob Tibshirani

Balasubramanian Narasimhan

Publication function

A data frame with 244 observations, each representing a clinical trial, and 9 variables:<dl>
 <dt><code>posres</code></dt>
<dd>Did the trial produce a positive (significant) result? 1=Yes, 0=No.</dd>
 
 <dt><code>multi</code></dt>
<dd>Did the trial involve multiple centers? 1=Yes, 0=No.</dd>
 
 <dt><code>clinend</code></dt>
<dd>Did the trial focus on a clinical endpoint? 1=Yes, 0=No.</dd>
 
 <dt><code>mech</code></dt>
<dd>Funding mechanism within National Institute of Health: a qualitative variable.</dd>
 
 <dt><code>sampsize</code></dt>
<dd>Sample size for the trial.</dd>
 
 <dt><code>budget</code></dt>
<dd>Budget of the trial, in millions of dollars.</dd>
 
 <dt><code>impact</code></dt>
<dd>Impact of the trial; this is related to the number of publications.</dd>
 
<dt><code>time</code></dt>
<dd>Time to publication, in months.</dd><dt><code>status</code></dt>
<dd>Whether or not the trial was published at <code>time</code>: 1=Published, 0=Not yet published.</dd> 
</dl>

Format

Time-to-Publication Data — Publication

A data frame with 244 observations, each representing a clinical trial, and 9 variables:<dl>
 <dt><code>posres</code></dt>
<dd>Did the trial produce a positive (significant) result? 1=Yes, 0=No.</dd>
 
 <dt><code>multi</code></dt>
<dd>Did the trial involve multiple centers? 1=Yes, 0=No.</dd>
 
 <dt><code>clinend</code></dt>
<dd>Did the trial focus on a clinical endpoint? 1=Yes, 0=No.</dd>
 
 <dt><code>mech</code></dt>
<dd>Funding mechanism within National Institute of Health: a qualitative variable.</dd>
 
 <dt><code>sampsize</code></dt>
<dd>Sample size for the trial.</dd>
 
 <dt><code>budget</code></dt>
<dd>Budget of the trial, in millions of dollars.</dd>
 
 <dt><code>impact</code></dt>
<dd>Impact of the trial; this is related to the number of publications.</dd>
 
<dt><code>time</code></dt>
<dd>Time to publication, in months.</dd>

<dt><code>status</code></dt>
<dd>Whether or not the trial was published at <code>time</code>: 1=Published, 0=Not yet published.</dd>

 
</dl>

Publication: Time-to-Publication Data

Description

Usage

Arguments

Format

References