# Healthcare Analysis Methods

## Documentation for package ‘ham’ version 1.3.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

alpha | Calculates Cronbach's alpha on scale items
assess | Assess models with regression
Bayes | Summarize Bayesian Markov Chain Monte Carlo (MCMC) object
cas | Patient survey data
co2mcmc | Markov Chain Monte Carlo linear regression estimates of plant's CO2 uptake regressed on ambient carbon dioxide concentrations
co2multi | Bayes class object with summarized Markov Chain Monte Carlo estimates of plant's CO2 uptake as a binary variable that is above or below the median level
control | Statistics for Shewhart control charts
decide | Statistics for Decision Curve Analysis and logistic regression model classification
group | Group level confidence intervals and between-group variation
hosp1 | Patient hospital program/intervention data, intervention group only
hosprog | Patient hospital program/intervention data
importance | Importance of variables based on partial chi-square statistic
infections | Hospital acquired infections (HAI) during 41 months.
interpret | Interpret model output
itsEffect | Interrupted time series analysis effects
losmcmc | Markov Chain Monte Carlo estimates of hospital length of stay from the hosprog data frame
NHSN | NHSN standardized incidence ratios for 4 incidents, 2016-2024.
plot.assess | Prediction plot of treatment and control groups for DID and ITS models
plot.Bayes | Bayesian plots for various analyses
plot.control | Shewhart control charts
plot.decide | Decision Curve Analysis plots and regression model classification graphs on sensitivity and specificity
plot.group | Confidence interval graphs for group class objects
plot.importance | Plot of variable importance ranked by partial chi-square statistic
plot.review | Plot of a regression model's coefficient review
print.alpha | Print alpha results
print.interpret | Print interpret object
print.review | Print Model Review Results
review | Creates a review object of regression model results for graphing purposes
unemployment | USA's unemployment rate between 1929 and 2024