FSharp.Stats
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fslaborg
statistical testing, linear algebra, machine learning, fitting and signal processing in F#
## Cumulative sum (CUSUM) test > The CUSUM procedure is now one of the most well-known monitoring methods for sequential data. There are two types of CUSUM: the tabular (algorithmic,...
Statistical distributions - [x] [bernoulli](https://github.com/fslaborg/FSharp.Stats/blob/developer/src/FSharp.Stats/Distributions/Discrete/Bernoulli.fs) - [x] [beta](https://github.com/fslaborg/FSharp.Stats/blob/developer/src/FSharp.Stats/Distributions/Continuous/Beta.fs) - [x] [binomial](https://github.com/fslaborg/FSharp.Stats/blob/developer/src/FSharp.Stats/Distributions/Discrete/Binomial.fs) - [ ] Cauchy - [x] [chi](https://github.com/fslaborg/FSharp.Stats/blob/developer/src/FSharp.Stats/Distributions/Continuous/Chi.fs) - [x] [chi-square](https://github.com/fslaborg/FSharp.Stats/blob/developer/src/FSharp.Stats/Distributions/Continuous/ChiSquared.fs) - [x] [exponential](https://github.com/fslaborg/FSharp.Stats/blob/developer/src/FSharp.Stats/Distributions/Continuous/Exponential.fs) - [x] [F-distribution](https://github.com/fslaborg/FSharp.Stats/blob/developer/src/FSharp.Stats/Distributions/Continuous/F.fs) - [x] [gamma](https://github.com/fslaborg/FSharp.Stats/blob/developer/src/FSharp.Stats/Distributions/Continuous/Gamma.fs)...
Closes #329, Closes #330 - Add xml comments to `Seq`, #281 - Fix `Seq.weightedMean` #329 - Fix `Seq.stats` #330 - Add tests for `Seq` module **[Required]** please make sure you...
For example: ```fsharp #r "nuget:FSharp.Stats" open FSharp.Stats let values = [1.0; 2.0; 3.0; 4.0; 5.0] Seq.stats values ``` Result: ``` val values: float list = [1.0; 2.0; 3.0; 4.0; 5.0]...
The signature for `Seq.weightedMean` is off. For example: ```fsharp #r "nuget:FSharp.Stats" open FSharp.Stats let values = [1.0; 2.0; 3.0; 4.0; 5.0] let weights = [1.0;2.0;1.0;2.0;1.0] Seq.weightedMean weights values ``` Result:...
**Changes introduced in this PR** - Implemented QR-based solver for GLMs - Added multiple tests for various GLM link and variance functions - Added functions for GLM statistics and documentation...
I have recently updated [Plotly.NET to the latest fsdocs version](https://plotly.net). It has some great updates regarding the document layout, style, search, light/dark theme and customization options. Is there interest to...
**Is your feature request related to a problem? Please describe.** The median of an empty float sequence is nan. The median of an empty integer or decimal sequence causes an...
This PR will - [x] update toolchain to use .net 8 - [x] update to fsdocs 20+ - [x] remove all TOCs from docs as they are now generated -...
**Describe the bug** If I click on a github link in the ApiDocs it takes me to the wrong branch. I couldn't see an obvious cause and I don't have...