Statistical Trending for Medical Devices Surveillance


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Documentation for package ‘mdsstat’ version 0.3.2

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bcpnn Bayesian Confidence Propagation Neural Network
bcpnn.default Bayesian Confidence Propagation Neural Network
bcpnn.mds_ts Bayesian Confidence Propagation Neural Network
cp_mean Mean-Shift Changepoint
cp_mean.default Mean-Shift Changepoint
cp_mean.mds_ts Mean-Shift Changepoint
cusum Cumuluative Sum (CUSUM)
cusum.default Cumuluative Sum (CUSUM)
cusum.mds_ts Cumuluative Sum (CUSUM)
define_algos Set List of Algorithms to Run
ewma Exponentially Weighted Moving Average (EWMA)
ewma.default Exponentially Weighted Moving Average (EWMA)
ewma.mds_ts Exponentially Weighted Moving Average (EWMA)
gps Empirical Bayes Gamma-Poisson Shrinker
gps.default Empirical Bayes Gamma-Poisson Shrinker
gps.mds_ts Empirical Bayes Gamma-Poisson Shrinker
lrt Likelihood Ratio Rest
lrt.default Likelihood Ratio Rest
lrt.mds_ts Likelihood Ratio Rest
maude Bone Cement MAUDE Events in 2017
mds_ts Sample List of 'mds_ts' Time Series
poisson_rare Poisson for Rare Events
poisson_rare.default Poisson for Rare Events
poisson_rare.mds_ts Poisson for Rare Events
prr Proportional Reporting Ratio
prr.default Proportional Reporting Ratio
prr.mds_ts Proportional Reporting Ratio
ror Reporting Odds Ratio
ror.default Reporting Odds Ratio
ror.mds_ts Reporting Odds Ratio
run_algos Run Multiple Algorithms
run_algos.default Run Multiple Algorithms
run_algos.list Run Multiple Algorithms
sales Simulated Device Sales Data
shewhart Shewhart x-bar Control Chart
shewhart.default Shewhart x-bar Control Chart
shewhart.mds_ts Shewhart x-bar Control Chart
sprt Sequential Probability Ratio Test
sprt.default Sequential Probability Ratio Test
sprt.mds_ts Sequential Probability Ratio Test
test_as_row Coerce mdsstat Test to 1-Row Data Frame
xbar x-bar Control Chart
xbar.default x-bar Control Chart
xbar.mds_ts x-bar Control Chart