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rsimsum (version 0.3.3)

Analysis of Simulation Studies Including Monte Carlo Error

Description

Summarise results from simulation studies and compute Monte Carlo standard errors of commonly used summary statistics. This package is modelled on the 'simsum' user-written command in 'Stata' (See White I.R., 2010 ).

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Install

install.packages('rsimsum')

Monthly Downloads

312

Version

0.3.3

License

GPL (>= 3)

Issues

6

Pull Requests

0

Stars

30

Forks

7

Maintainer

Alessandro Gasparini

Last Published

June 20th, 2018

Functions in rsimsum (0.3.3)

bar.simsum

bar method for simsum objects
get_data.simsum

get_data.simsum
bar

Draw bar plots.
format.multisimsum

Format multisimsum objects
get_data.summary.multisimsum

get_data.summary.multisimsum
MIsim

Example of a simulation study on missing data
format.simsum

Format simsum objects
format.summary.multisimsum

Format summary.multisimsum objects
dropbig

Return observations dropped by a function
forest.multisimsum

forest method for multisimsum objects
forest.simsum

forest method for simsum objects
is.multisimsum

is.multisimsum
frailty

Example of a simulation study on frailty survival models
dropbig.multisimsum

Return observations dropped by simsum
get_data

Extract data slot from objects
format.summary.simsum

Format summary.simsum objects
get_data.miss

get_data.miss
is.simsum

is.simsum
get_data.summary.simsum

get_data.summary.simsum
heat

Draw heat plots.
heat.multisimsum

heat method for simsum objects
get_data.multisimsum

get_data.multisimsum
heat.simsum

heat method for simsum objects
lolly.simsum

lolly method for simsum objects
miss

miss
lolly.multisimsum

lolly method for multisimsum objects
lolly

Draw lolly plots.
print.dropbig.simsum

print.dropbig.simsum
multisimsum

Analyses of simulation studies with multiple estimands at once, including Monte Carlo error
nsim

Compute number of simulations required
pattern.simsum

pattern method for simsum objects
print.miss

print.miss
print.dropbig.multisimsum

print.dropbig.multisimsum
simsum

Analyses of simulation studies including Monte Carlo error
print.summary.multisimsum

print.summary.multisimsum
print.multisimsum

print.multisimsum
summary.multisimsum

Summarising multisimsum objects
print.summary.simsum

print.summary.simsum
pattern

Draw pattern plots.
relhaz

Example of a simulation study on survival modelling
pattern.multisimsum

pattern method for multisimsum objects
rsimsum

Analysis of Simulation Studies Including Monte Carlo Error
zip.multisimsum

zip method for multisimsum objects
print.simsum

print.simsum
zip.simsum

zip method for simsum objects
summary.simsum

Summarising simsum objects
zip

Draw zip plots.
dropbig.simsum

Return observations dropped by simsum
bar.multisimsum

forest method for multisimsum objects
forest

Draw forest plots.