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testingFtU

Statistical test(F-test, t-test, and U-test) with two numerical arrays.
https://github.com/YujiSODE/testingFtU

Copyright (c) 2016 Yuji SODE <yuji.sode@gmail.com>
This software is released under the Artistic License
See LICENSE or http://dev.perl.org/licenses/ and http://dev.perl.org/licenses/artistic.html

Script

[2 sample test: v1.0+]

  • testingFtU.html
  • statDist.js
  • subStatDist.js

[Test with bootstrap method: v2.0+]

  • testingFtU2.html
  • statDist2.js
  • subStatDist2.js

[1-sample t-test: v3.0+]

  • testingFtU3.html
  • statDist3.js
  • subStatDist3.js

How to use

[2 sample test: testingFtU.html]

  • "Sample A" and "Sample B": sample inputs (available data is csv formatted numerical array).
  • "Run" button; it runs three statistical tests(F-test, t-test, and U-test) with two given sample(Sample A and Sample B),
    and outputs the test results as the upper probabilities.
  • "Clear" button; it clears the test results by "Run" button.
  • "Output as email" button; it saves the test results by "Run" button as email to given address.

[Test with bootstrap method: testingFtU2.html]

  • "Sample": sample input (available data is csv formatted numerical array).
  • "Resampling from": sample input to be resampled in bootstrap method (available data is csv formatted numerical array).
  • "Time of simulation"; it sets how many times the sample and resampled data are tested.
  • "Significance level"; it sets a statistical significance level (0-1) in order to test if the null hypothesis (no difference) is rejected.
  • "Run" button; it runs three statistical tests(F-test, t-test, and U-test) with the given sample and resampled data,
    and outputs the test results: three rates of the null hypothesis rejection, and details expressed with the upper probabilities.
  • "Clear" button; it clears the test results by "Run" button.
  • "Output as email" button; it saves the test results by "Run" button as email to given address.

[1-sample t-test: testingFtU3.html]

  • "Resampling from" sample input to be resampled in bootstrap method (available data is csv formatted numerical array).
  • "Given mean"; it is used as predetermined value of mean in the 1-sample t-test.
  • "Resampling size" sample size to be resampled in bootstrap method.
  • "Time of simulation"; it sets how many times resampled and tested.
  • "Significance level"; it sets a statistical significance level (0-1) in order to test if the null hypothesis (no difference) is rejected.
  • "Run" button; it runs 1-sample t-test with the given resampled data, and outputs the test results: a rate of the null hypothesis rejection, and details expressed with the upper probabilities.
  • "Clear" button; it clears the test results by "Run" button.
  • "Output as email" button; it saves the test results by "Run" button as email to given address.

Library list