PhDArticles

Number of publications of 915 PhD biochemistry students
during the 1950’s and 1960’s.

datasets

Creates and fits staged event tree probability models,
which are probabilistic graphical models capable of representing
asymmetric conditional independence statements
for categorical variables.
Includes functions to create, plot and fit staged
event trees from data, as well as many efficient structure
learning algorithms.
References:
Carli F, Leonelli M, Riccomagno E, Varando G (2022).
<doi: 10.18637/jss.v102.i06>.
Collazo R. A., Görgen C. and Smith J. Q.
(2018, ISBN:9781498729604).
Görgen C., Bigatti A., Riccomagno E. and Smith J. Q. (2018)
<arXiv:1705.09457>.
Thwaites P. A., Smith, J. Q. (2017) <arXiv:1510.00186>.
Barclay L. M., Hutton J. L. and Smith J. Q. (2013)
<doi:10.1016/j.ijar.2013.05.006>.
Smith J. Q. and Anderson P. E. (2008)
<doi:10.1016/j.artint.2007.05.004>.

Gherardo Varando

stagedtrees

Staged Event Trees

Federico Carli

Manuele Leonelli

Eva Riccomagno

PhDArticles function

A data frame with 915 rows and 6 variables:<dl>
<dt>Articles</dt>
<dd>Number of articles during the last 3 years of PhD: either
<code>0</code>, <code>1-2</code> or <code>&gt;2</code>.</dd><dt>Gender</dt>
<dd><code>male</code> or <code>female</code>.</dd><dt>Kids</dt>
<dd><code>yes</code> if the student has at least one kid 5 or younger,
<code>no</code> otherwise.</dd><dt>Married</dt>
<dd><code>yes</code> or <code>no</code>.</dd><dt>Mentor</dt>
<dd>Number of publications of the student's mentor:
<code>low</code> between 0 and 3, <code>medium</code> between 4 and 10,
<code>high</code> otherwise.</dd><dt>Prestige</dt>
<dd><code>low</code> if the student is at a low-prestige university,
<code>high</code> otherwise.</dd>
</dl>

Format

PhD Students Publications — PhDArticles

A data frame with 915 rows and 6 variables:<dl>
<dt>Articles</dt>
<dd>Number of articles during the last 3 years of PhD: either
<code>0</code>, <code>1-2</code> or <code>&gt;2</code>.</dd>

<dt>Gender</dt>
<dd><code>male</code> or <code>female</code>.</dd>

<dt>Kids</dt>
<dd><code>yes</code> if the student has at least one kid 5 or younger,
<code>no</code> otherwise.</dd>

<dt>Married</dt>
<dd><code>yes</code> or <code>no</code>.</dd>

<dt>Mentor</dt>
<dd>Number of publications of the student's mentor:
<code>low</code> between 0 and 3, <code>medium</code> between 4 and 10,
<code>high</code> otherwise.</dd>

<dt>Prestige</dt>
<dd><code>low</code> if the student is at a low-prestige university,
<code>high</code> otherwise.</dd>


</dl>

PhDArticles: PhD Students Publications

Description

Usage

Arguments

Format

References