testingFtU

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

Copyright (c) 2016 Yuji SODE <[email protected]>
This software is released under the Artistic License
See LICENSE or http://dev.perl.org/licenses/ and http://dev.perl.org/licenses/artistic.html

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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

• statDist.js (Yuji SODE,2016): the Artistic License or the GPL v1 or later; https://github.com/YujiSODE/statDist

• statistics-distributions-js_Ymdf.js (Ben Tilly,2008; modified by Yuji SODE, 2016):
  the Artistic License or the GPL v1 or later; https://github.com/YujiSODE/statistics-distributions-js_Ymdf
• calcStat_FtU.js (Yuji SODE, 2016): the MIT License; https://github.com/YujiSODE/calcStat_FtU

• bootstrapEst-2.1/bootstrapMdl.js (Yuji SODE,2016): the MIT License; https://github.com/YujiSODE/bootstrapEst