utiDat

<p>How is the development of first-time urinary tract infection (UTI) related to contraceptive use? A study of sexually active college women with UTI was conducted, and their use of various contraceptives was surveyed.</p>

datasets

Implements a Markov Chain Monte Carlo algorithm to approximate
exact conditional inference for logistic regression models. Exact
conditional inference is based on the distribution of the sufficient
statistics for the parameters of interest given the sufficient statistics
for the remaining nuisance parameters. Using model formula notation, users
specify a logistic model and model terms of interest for exact inference.
See Zamar et al. (2007) <doi:10.18637/jss.v021.i03> for more details.

David Zamar

elrm

Exact Logistic Regression via MCMC

Jinko Graham

Brad McNeney

utiDat function

<p>Matrix with columns:</p><table><tr><td>
[,1] </td>
<td> uti </td>
<td> numeric </td>
<td> infection status (1=yes, 0=no) </td>
</tr><tr><td>
[,2] </td>
<td> n </td>
<td> numeric </td>
<td> number of binomial trials </td>
</tr><tr><td>
[,3] </td>
<td> age </td>
<td> numeric </td>
<td> age of the person </td>
</tr><tr><td>
[,4] </td>
<td> current </td>
<td> numeric </td>
<td> no regular current sex partner (1=yes,0=no) </td>
</tr><tr><td>
[,5] </td>
<td> dia </td>
<td> numeric </td>
<td> diaphragm use (1=yes, 0=no) </td>
</tr><tr><td>
[,6] </td>
<td> oc </td>
<td> numeric </td>
<td> oral contraceptive (1=yes, 0=no) </td>
</tr><tr><td>
[,7] </td>
<td> pastyr </td>
<td> numeric </td>
<td> no regular partner with relationship &lt; 1yr  (1=yes, 0=no) </td>
</tr><tr><td>
[,8] </td>
<td> vi </td>
<td> numeric </td>
<td> vaginal intercourse (1=yes, 0=no) </td>
</tr><tr><td>
[,9] </td>
<td> vic </td>
<td> numeric </td>
<td> vaginal intercourse with condom  (1=yes, 0=no) </td>
</tr><tr><td>
[,10] </td>
<td> vicl </td>
<td> numeric </td>
<td> vaginal intercourse with lubricated condom  (1=yes, 0=no) </td>
</tr><tr><td>
[,11] </td>
<td> vis </td>
<td> numeric </td>
<td> vaginal intercourse with spermicide (1=yes, 0=no) </td>
</tr></table>

utiDat: Urinary Tract Infection and Contraceptive Use

Description

Usage

Arguments

Format

References

[,1]	uti	numeric	infection status (1=yes, 0=no)
[,2]	n	numeric	number of binomial trials
[,3]	age	numeric	age of the person
[,4]	current	numeric	no regular current sex partner (1=yes,0=no)
[,5]	dia	numeric	diaphragm use (1=yes, 0=no)
[,6]	oc	numeric	oral contraceptive (1=yes, 0=no)
[,7]	pastyr	numeric	no regular partner with relationship < 1yr (1=yes, 0=no)
[,8]	vi	numeric	vaginal intercourse (1=yes, 0=no)
[,9]	vic	numeric	vaginal intercourse with condom (1=yes, 0=no)
[,10]	vicl	numeric	vaginal intercourse with lubricated condom (1=yes, 0=no)
[,11]	vis	numeric	vaginal intercourse with spermicide (1=yes, 0=no)