Dew.Stats.Core 6.3.10

.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher. .NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. 
dotnet add package Dew.Stats.Core --version 6.3.10
                    


                    

                
NuGet\Install-Package Dew.Stats.Core -Version 6.3.10
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package. 
<PackageReference Include="Dew.Stats.Core" Version="6.3.10" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="Dew.Stats.Core" Version="6.3.10" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Dew.Stats.Core" />
                    


                            Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package. 
paket add Dew.Stats.Core --version 6.3.10
                    


                    

                
#r "nuget: Dew.Stats.Core, 6.3.10"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package. 
#:package Dew.Stats.Core@6.3.10
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package. 
#addin nuget:?package=Dew.Stats.Core&version=6.3.10
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=Dew.Stats.Core&version=6.3.10
                    


                            Install as a Cake Tool

Dew.Stats.Core

Cross-platform statistical computing and modeling library built on Dew.Math.Core, fully managed, with no native dependencies. Built on top of Dew Math Core Library.

Dew.Stats.Core provides a comprehensive suite of statistical, multivariate, regression, and time-series analysis tools that run on:

  • Windows
  • Linux
  • macOS
  • Mobile & Embedded platforms
  • WebAssembly and sandboxed execution environments

This edition contains no native binary acceleration and is ideal for maximum portability.

Key Features

Probability Distributions

  • PDF, CDF, and inverse CDF for 36+ continuous and discrete distributions
  • Random sampling, parameter estimation, and model fitting workflows

Descriptive & Exploratory Statistics

  • Means, moments, quantiles, percentiles, scaling, ranks, cumulative transforms
  • Histograms and empirical distribution diagnostics

Hypothesis Testing

  • Parametric: t-test, Z-test, F-test, Chi-Squared, Bartlett, Hotelling T²
  • Non-parametric: Wilcoxon, Sign, Mann–Whitney, Anderson–Darling, Shapiro–Wilk, KS
  • Confidence intervals and goodness-of-fit assessments

Regression & Model Fitting

  • Linear and multiple linear regression (weighted/unweighted)
  • Logistic, Poisson, Ridge regression
  • Nonlinear optimization (BFGS, Conjugate Gradient, Marquardt, Simplex)
  • ANOVA and ANCOVA

Multivariate & Structural Analysis

  • PCA (covariance or correlation-based)
  • PCA residuals and rotational transforms
  • Classical Multidimensional Scaling (MDS)

Time-Series Analysis & Forecasting

  • ACF and PACF analysis tools
  • ARMA / ARIMA / ARAR modeling
  • Coefficient estimation via Yule–Walker, Burg, Innovations, MLE
  • Box-Ljung diagnostics and forecast generation

Ready-to-Use High-Level Components

Component Purpose
TMtxANOVA Analysis of variance
TMtxMulLinReg Multiple linear regression
TMtxNonLinReg Nonlinear regression & model fitting
TMtxPCA Principal Component Analysis
TMtxHypothesisTest, TMtxBinaryTest Statistical inference workflows
TMtxMDScaling Multidimensional scaling

Dependencies

Target Framework Dependency
netstandard2.0 Dew.Math.Core >= 6.3.5
net8.0 Dew.Math.Core >= 6.3.5
net9.0 Dew.Math.Core >= 6.3.5

No native runtime packs required.

When to Use Dew.Stats.Core

Choose this edition when:

  • Portability is more important than peak performance
  • Working in WASM, scripting, plugins, cloud deployments, containers
  • Targeting Linux/macOS environments without native libraries

If you require hardware-accelerated BLAS/LAPACK performance, use Dew.Stats instead (native optimized edition).

Examples

Environment Examples
General https://github.com/Dew-Research
WinForms / WPF / ASP.NET (.NET Framework) https://github.com/Dew-Research/DewLabStudio-NETFramework-Samples
WinForms (.NET Core / .NET 5+) https://github.com/Dew-Research/DewLabStudio-NETCore-Samples

Documentation

Resource Link
API Reference https://www.dewresearch.com/Help/VSNET/StatsMaster/contents.html
Product Page https://www.dewresearch.com/products/stats-master/stats-master-for-visual-studio-net
NuGet Publisher Profile https://www.nuget.org/profiles/DewResearch/
License https://www.dewresearch.com/downloads/LicenseNET.pdf

License

Commercial license. See DewStatsLicense.txt included in this package. All Dew.* NuGet packages on nuget.org are trial versions and work from inside Visual Studio IDE only.

Product Compatible and additional computed target framework versions.
.NET net5.0 was computed.  net5.0-windows was computed.  net6.0 was computed.  net6.0-android was computed.  net6.0-ios was computed.  net6.0-maccatalyst was computed.  net6.0-macos was computed.  net6.0-tvos was computed.  net6.0-windows was computed.  net7.0 was computed.  net7.0-android was computed.  net7.0-ios was computed.  net7.0-maccatalyst was computed.  net7.0-macos was computed.  net7.0-tvos was computed.  net7.0-windows was computed.  net8.0 is compatible.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed.  net9.0 is compatible.  net9.0-android was computed.  net9.0-browser was computed.  net9.0-ios was computed.  net9.0-maccatalyst was computed.  net9.0-macos was computed.  net9.0-tvos was computed.  net9.0-windows was computed.  net10.0 was computed.  net10.0-android was computed.  net10.0-browser was computed.  net10.0-ios was computed.  net10.0-maccatalyst was computed.  net10.0-macos was computed.  net10.0-tvos was computed.  net10.0-windows was computed. 
.NET Core netcoreapp2.0 was computed.  netcoreapp2.1 was computed.  netcoreapp2.2 was computed.  netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.0 is compatible.  netstandard2.1 was computed. 
.NET Framework net461 was computed.  net462 was computed.  net463 was computed.  net47 was computed.  net471 was computed.  net472 was computed.  net48 was computed.  net481 was computed. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen40 was computed.  tizen60 was computed. 
Xamarin.iOS xamarinios was computed. 
Xamarin.Mac xamarinmac was computed. 
Xamarin.TVOS xamarintvos was computed. 
Xamarin.WatchOS xamarinwatchos was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages (1)

Showing the top 1 NuGet packages that depend on Dew.Stats.Core:

Package Downloads
Dew.Lab.Studio.Core

Dew.Lab.Studio.Core bundles the portable, managed-only editions of the Dew libraries for maximum cross-platform reach. It includes Dew.Math.Core (numerical computing), Dew.Signal.Core (DSP and spectral analysis), and Dew.Stats.Core (probability, statistics, modeling), all without native runtime dependencies. What it provides: - Numerical computing: vectors/matrices, linear algebra (QR/LU/SVD/eigen), complex arithmetic, interpolation and splines, polynomial tools, special functions, numerical integration/differentiation - Signal processing: FIR/IIR filters, FFT/spectral analysis, resampling, windowing, convolution/ correlation, time/frequency-domain transforms, streaming-friendly primitives - Statistics and modeling: probability distributions and generators, descriptive statistics, hypothesis tests, regression/curve fitting, optimization (Levenberg–Marquardt, BFGS, CG, simplex, trust-region) Portability model: - Pure managed (no native binaries) for libraries, plugins, mobile, WASM, and constrained hosts - Targets netstandard2.0, net8.0, and net9.0 to cover legacy and modern .NET runtimes Choose Dew.Lab.Studio.Core when you need unified math + DSP + stats in a single package with the widest platform compatibility and zero native deployment.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated
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