Skip to content

tsjohnson92/SimPy

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 

Repository files navigation

Simulation in Medicine (SimPy)

This library includes classes to support the following analyses and operations.

** EconEvalClasses.py **

  1. To identify strategies that are on the cost-effectiveness frontier.
  2. To produce the table summarizing the result of the cost-effectiveness analysis.
  3. To produce cost-effectiveness planes.
  4. To calculate confidence intervals and projection intervals for ICER estimates.

** RandomVariateGenerators.py **

  1. To generate (thread-safe) realizations from various probability distributions.

** SamplePathClasses.py **

  1. To record a sample path (prevalence) as the function of simulate time.
  2. To graph sample path(s).

** StatisticalClasses.py **
To calculate sample mean, sample standard deviation, min, max, q-th percentile, t-based confidence interval, empirical bootstrap confidence interval and percentile interval for:

  1. random variable X when realizations of X are available in batch,
  2. random variable X when realizations of X become available over time,
  3. random variable X(t) when X(t) is a continuous function of simulate time,
  4. random variable Z = X-Y, and
  5. random variable X = X/Y.

** InOutFunctions.py **

  1. To write a list of lists to a csv file.
  2. To read a matrix from a csv file and return in format of list of lists.

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 100.0%