Milanmortdata

The <code>Milanmortdata</code> data frame has data on 3652 consecutive days (10 consecutive years: 1st January, 1980 to 30th December, 1989) for the city of Milan, Italy. Note that this data set was originally contained and available from the now discontinued SemiPar R-package. With the permission of Matt Wand we have made these data (now called Milanmortdata) available in the refitME R-package.

datasets

Fits measurement error models using Monte Carlo Expectation Maximization (MCEM). For specific details on the methodology, see: Greg C. G. Wei & Martin A. Tanner (1990) A Monte Carlo Implementation of the EM Algorithm and the Poor Man's Data Augmentation Algorithms, Journal of the American Statistical Association, 85:411, 699-704 <doi:10.1080/01621459.1990.10474930> For more examples on measurement error modelling using MCEM, see the 'RMarkdown' vignette: "'refitME' R-package tutorial".

Jakub Stoklosa

refitME

Measurement Error Modelling using MCEM

Wenhan Hwang

David Warton

Milanmortdata function

This data frame contains the following columns:<dl>
<dt>day.num</dt>
<dd>number of days since 31st December, 1979.</dd><dt>day.of.week</dt>
<dd>1 = Monday, 2 = Tuesday, 3 = Wednesday, 4 = Thursday, 5 = Friday, 6 = Saturday, 7 = Sunday.</dd><dt>holiday</dt>
<dd>indicator of public holiday: 1 = public holiday, 0 = otherwise.</dd><dt>mean.temp</dt>
<dd>mean daily temperature in degrees Celcius.</dd><dt>rel.humid</dt>
<dd>relative humidity.</dd><dt>tot.mort</dt>
<dd>total number of deaths.</dd><dt>resp.mort</dt>
<dd>total number of respiratory deaths.</dd><dt>SO2</dt>
<dd>measure of sulphur dioxide level in ambient air.</dd><dt>TSP</dt>
<dd>total suspended particles in ambient air.</dd>
</dl>

Format

The Milan mortality data set — Milanmortdata

This data frame contains the following columns:<dl>
<dt>day.num</dt>
<dd>number of days since 31st December, 1979.</dd>

<dt>day.of.week</dt>
<dd>1 = Monday, 2 = Tuesday, 3 = Wednesday, 4 = Thursday, 5 = Friday, 6 = Saturday, 7 = Sunday.</dd>

<dt>holiday</dt>
<dd>indicator of public holiday: 1 = public holiday, 0 = otherwise.</dd>

<dt>mean.temp</dt>
<dd>mean daily temperature in degrees Celcius.</dd>

<dt>rel.humid</dt>
<dd>relative humidity.</dd>

<dt>tot.mort</dt>
<dd>total number of deaths.</dd>

<dt>resp.mort</dt>
<dd>total number of respiratory deaths.</dd>

<dt>SO2</dt>
<dd>measure of sulphur dioxide level in ambient air.</dd>

<dt>TSP</dt>
<dd>total suspended particles in ambient air.</dd>


</dl>

Milanmortdata: The Milan mortality data set

Description

Usage

Arguments

Format

References

Examples