Statistics101 is an Integrated Development Environment (IDE) that uses a simple, powerful language called “Resampling Stats” to develop Monte Carlo programs to analyze and solve statistical problems. The original Resampling Stats language and computer program were developed by Dr. Julian Simon (https://www.juliansimon.com/) and Peter Bruce (https://www.scientificamerican.com/author/peter-bruce/) as a new way to teach Statistics to social science students. Of course, social science students aren't the only ones who can benefit. Anyone who wants to learn statistics will find that the resampling approach helps in understanding statistical concepts from the simplest to the most difficult. In addition, professionals who want to use resampling, bootstrapping, or Monte Carlo simulations will find Statistics101 helpful.

More information at https://statistics101.sourceforge.io/

Features

  • Uses "Resampling Stats" language enhanced to include subroutines and many other features.
  • Data can be presented in several different types of graphs.
  • Full-featuredl debugger to help eliminate bugs in your Resampling Stats programs.
  • Teach or Learn probability and statistics the easy way—by simulation.
  • Gain deeper understanding of traditional statistics concepts and methods.
  • Increase your awareness of the role of variability in probability and statistics.
  • Learn and apply simple to very sophisticated statistical techniques without tables or complicated formulas.
  • Extensive context-sensitive Help topics instantly available at click of a button.
  • Tooltips for every feature where possible.
  • Powerful editor with command-completion.
  • Choose "day" or "night" background colors for ease of viewing.
  • Language syntax colors are choosable by the user.
  • Wizards for every command and subroutine. It even auto-generates wizards for subroutines you write.
  • Includes many example programs. (Help>Example Programs...)
  • The subroutine library covers an impressive breadth: bootstrap/jackknife resampling, hypothesis testing (z, t, chi-square, F), confidence intervals, correlation/regression, FFT/signal processing, matrix math, complex numbers, PERT project scheduling, financial calculations (NPV, FV), calculus (derivative, integral), combinatorics (permutations, combinations), and multiple probability distributions (Beta, Gamma, t, F, chi-square, Binomial, Multinomial, Triangle, PERT-Beta).
  • Please come back and leave a review after you have become familiar with Statistics101. Thanks!

Project Samples

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License

GNU General Public License version 3.0 (GPLv3)

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Intended Audience

Education, Quality Engineers, Science/Research, Testers

User Interface

Java Swing

Programming Language

Java

Related Categories

Java Simulation Software, Java Education Software, Java Statistics Software

Registered

2023-01-14