
App for distribution fitting for time to failure data
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Post a project like this1413
$300
- Posted:
- Proposals: 10
- Remote
- #3509081
- OPPORTUNITY
- PRE-FUNDED
- Awarded
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Description
Experience Level: Intermediate
This proyect requires to develop a web based app (it is recommended to use R+Shiny) It is needed to embed the app URL in a private training site). The app requires an interface for easy input of time to failure data. The basic flow is as follows:
1. Input device name from wich data has been collected
2. Input name of the person performing the analysis
3. Input data (censored data must be allowed)
4. Histogram is shown
5. Survival plot is shown (Benard or Kaplan-Meier)
6. Goodness of fit statistics for Exp 1P, Exp 2P, Normal, Weibull 2P, Weibull, 3P, LogNormal, ranked in order. Goodness of fit must include: Kolmogorov SmirnoV, Anderson Darling, and any other test you recommend
7. User can choose the distribution of their choice and, the following plots must appear: Density function (failure densisty), cumulative prob function (failure distribution), survival (reliability), risk function (failure rate)
8. A calculator for survival (reliability) is available to evalute functions in a specific time. User inputs time and calculator shows reliability. User inputs reliability and calculator shows time.
9. User saves the analysis in a file, to open it later
10. User can print a simple report.
Any recomendationw will be apreciated. Prices above the budget will be taken into account.
1. Input device name from wich data has been collected
2. Input name of the person performing the analysis
3. Input data (censored data must be allowed)
4. Histogram is shown
5. Survival plot is shown (Benard or Kaplan-Meier)
6. Goodness of fit statistics for Exp 1P, Exp 2P, Normal, Weibull 2P, Weibull, 3P, LogNormal, ranked in order. Goodness of fit must include: Kolmogorov SmirnoV, Anderson Darling, and any other test you recommend
7. User can choose the distribution of their choice and, the following plots must appear: Density function (failure densisty), cumulative prob function (failure distribution), survival (reliability), risk function (failure rate)
8. A calculator for survival (reliability) is available to evalute functions in a specific time. User inputs time and calculator shows reliability. User inputs reliability and calculator shows time.
9. User saves the analysis in a file, to open it later
10. User can print a simple report.
Any recomendationw will be apreciated. Prices above the budget will be taken into account.
Alejandro J.
100% (17)Projects Completed
12
Freelancers worked with
11
Projects awarded
62%
Last project
13 Feb 2023
Costa Rica
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