fertility_data

This dataset includes fertility history information from a cross-sectional study
of 652 women aged 15–49 years in rural areas of Shiraz, Iran.
It was used in the article "A parametric method for cumulative incidence modeling with a new four-parameter log-logistic distribution"
to model the cumulative incidence of live births and competing risks (stillborn fetus or abortion).

datasets

Implements parametric (Direct) regression methods for modeling cumulative incidence functions (CIFs) in
the presence of competing risks. Methods include the direct Gompertz-based approach
and generalized regression models as described in Jeong and Fine (2006) <doi:10.1111/j.1467-9876.2006.00532.x>
and Jeong and Fine (2007) <doi:10.1093/biostatistics/kxj040>.
The package facilitates maximum likelihood estimation, variance computation,
with applications to clinical trials and survival analysis.

Habib Ezzatabadipour

cmpp

Parametric Methods for Cumulative Incidence Functions in
Competing Risks

fertility_data function

A data frame with 652 rows and the following variables:<dl>
<dt>id</dt>
<dd>Unique identifier for each case.</dd><dt>time</dt>
<dd>Time from marriage to event (live birth, competing event, or censoring).</dd><dt>Event</dt>
<dd>Event indicator: <code>0</code> = censored, <code>1</code> = live birth, <code>2</code> = stillborn fetus or abortion.</dd><dt>age</dt>
<dd>Age of the woman at the time of the event or censoring.</dd><dt>Education</dt>
<dd>Education level: <code>1</code> = Illiterate, <code>2</code> = Primary/Secondary, <code>3</code> = Higher Education.</dd>
</dl>

Format

Fertility History of Rural Women in Shiraz — fertility_data

A data frame with 652 rows and the following variables:<dl>
<dt>id</dt>
<dd>Unique identifier for each case.</dd>

<dt>time</dt>
<dd>Time from marriage to event (live birth, competing event, or censoring).</dd>

<dt>Event</dt>
<dd>Event indicator: <code>0</code> = censored, <code>1</code> = live birth, <code>2</code> = stillborn fetus or abortion.</dd>

<dt>age</dt>
<dd>Age of the woman at the time of the event or censoring.</dd>

<dt>Education</dt>
<dd>Education level: <code>1</code> = Illiterate, <code>2</code> = Primary/Secondary, <code>3</code> = Higher Education.</dd>


</dl>

fertility_data: Fertility History of Rural Women in Shiraz

Description

Usage

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Format

References

Examples