Need help for a statistical tool for my test

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Discussion Overview

The discussion revolves around selecting an appropriate statistical tool for performance analysis in software programming, specifically for evaluating the accuracy of computational results. Participants explore various statistical methods and tests that could be applied to determine the accuracy of software calculations compared to manual computations.

Discussion Character

  • Exploratory, Technical explanation, Debate/contested, Mathematical reasoning

Main Points Raised

  • One participant suggests the use of a chi-square test but expresses confusion about its applicability given the binary outcomes of accuracy.
  • Another participant proposes that the situation may involve a binomial distribution.
  • Questions are raised about the criteria for determining accuracy, specifically how calculations are verified against manual computations.
  • A participant outlines a potential approach involving defining what constitutes 'accurate' and suggests considering confidence intervals and goodness of fit tests.
  • There is mention of using a p-value test to assess hypotheses related to accuracy, though it is noted that this may not provide definitive conclusions.

Areas of Agreement / Disagreement

Participants have not reached a consensus on the best statistical test to use, and multiple competing views on the approach to assessing accuracy remain present.

Contextual Notes

Limitations include the lack of clarity on the definitions of accuracy and the specific statistical tests suitable for the described scenario. There are also unresolved questions about the nature of the data and the assumptions underlying the proposed statistical methods.

Who May Find This Useful

Software programmers, data analysts, and statisticians interested in performance analysis and accuracy testing in computational systems may find this discussion relevant.

mark.ramos
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Hi!

I am a software programmer and I would like to make a performance analysis of my software. One of the objectives that we need to achieve is to create a module for accurately computing the payment. Now, my expected result is that all computations are accurate. What statistical tool should I use to support my observations. I am confused in using a chi-square test for this. The expected outcomes are either Accurate or Not Accurate. Since I assume that my computations are accurate, the frequency that I set for accurate is 10 and 0 for not accurate in the case of 10 trials. I hope someone can help me on this one.

Thank you!
 
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So you have a binomial distribution?
 
What information do you have? How do you tell if a calculation was accurate or not?
 
CRGreathouse said:
What information do you have? How do you tell if a calculation was accurate or not?

Well, to test if it is accurate, I first compute it manually (without the system) then I compare the computed value of the system and if it matches my manual computation I consider it accurate. By the way I would like to know what statistical test should I use if I want to determine if a module is working or not. Like I have an objective that I should create a module for generating reports, and I have to make a test that will support that I have achieved my objectives. What test should I use?

Thank you!
 
So you have 2 sets of data:

1) calculations from your program
2) handmade calculations

and you want to check it's accuracy, right?

My thoughts: (i'm not advanced in statistics though):
1) define what's 'accurate' (5% error?)
2) If you want to then define 'Confidence interval' and do some basic test or as you have written do some 'Goodness of fit' test (you can support it with p-value test, but it will probably give you the information: 'your hipothesis cannot be rejected' ...)

but let's wait till somebody wiser give you better answer;)
 

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