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This package can be installed by running

devtools::install_github("therealcfdrake/emery", build_vignettes = TRUE)

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Install

install.packages('emery')

Monthly Downloads

155

Version

0.6.0

License

GPL (>= 3)

Issues

0

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0

Stars

1

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Maintainer

Corie Drake

Last Published

June 9th, 2025

Functions in emery (0.6.0)

pollinate_ML

Generate seed values for EM algorithm
aggregate_boot_ML

Aggregate bootstrapped ML estimates
show,MultiMethodMLEstimate-method

Show a MultiMethodMLEstimate S4 object
plot.boot_ML

Plot univariate distributions of bootstrapped ML estimates
plot_ML

Create plots visualizing the ML estimation process and results.
plot,MultiMethodMLEstimate-method

Create plots from a MultiMethodMLEstimate object
new_boot_ML

Create new boot_ML class object
censor_data

Censor data randomly rowwise
define_disease_state

Define the True disease state of a simulated sample
generate_multimethod_data

Create data sets which simulate paired measurements of multiple methods
boot_ML

Bootstrap ML accuracy statistic estimation for multi-method data
name_thing

Create unique names for a set of things
dmvnorm

Multivariate Normal Densities
bin_auc

Calculate AUC for single Se/Sp pair
MultiMethodMLEstimate-class

S4 object containing the results of multi-method ML accuracy estimates
estimate_ML

Estimate maximum likelihood accuracy statistics by expectation maximization