MatStats

版本 1.1.4 (1.6 MB) 作者: David Legland
Management of data tables, similar to dataframe in R, with enhanced plotting facilities.
5.0
(2)
2.4K 次下载
更新时间 2023/10/17
在 GitHub 上查看许可证

MatStats

A Matlab Toolbox for Data Exploration and Analysis, based on a data table class.

The toolbox is organized around a Table class, similar to the dataframe in R, which encapsulates data array together with row names, column names, table name. It also supports factor columns, such as categorical factors ("yes", "no"). Several utility methods are provided, and many plot functions have been override to automatically annotate the resulting plots with table meta-data when appropriate.

The toolbox also contains facilities for statistical analysis of data tables, such as principal component analysis, analysis of variance, or linear discriminant analysis. Again, intuitive methods are povided for exploring and analysing the results by taking into account the names of the rows or of the columns.

A presentation of the library is provided in the matStats-manual.pdf document.

Installation

Add-On installation

Matlab provides a packaging mechanism via Add-On. The MatStats Add-On may be installed via the following:

  • Seelct the "Add-Ons" tab from Matlab's main interface
  • Choose "Get Add-Ons...". This opens the Add-On Explorer window
  • Type "MatStats" in the search bar, and select the MatStats library.
  • Click the "Add" button to add the library to your local configuration

Manual installation

To install the toolbox:

  • download the zip archive of the latest release
  • unzip the file
  • add the 'matStats' directory to the Matlab path (see the "addpath" function from Matlab).

Some demontration scripts are provided in the "demo" directory.

Dependencies

The library has few (optional) dependencies:

The Matgeom dependency is automatically installed via the Add-On installation. Otherwise, dependencies need to be installed manually.

引用格式

David Legland (2024). MatStats (https://github.com/mattools/matStats/releases/tag/v1.1.4), GitHub. 检索时间: .

MATLAB 版本兼容性
创建方式 R2022a
兼容任何版本
平台兼容性
Windows macOS Linux
类别
在 Help Center 和 MATLAB Answers 中查找有关 Migrate GUIDE Apps 的更多信息

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

doc/matStats-manual/matlab/anova-iris

doc/matStats-manual/matlab/nmf

doc/matStats-manual/matlab/pca-cities

doc/matStats-manual/matlab/pca-iris

doc/matStats-manual/matlab/plots_basic

doc/matStats-manual/matlab/plots_iris

matStats

matStats/+tblui

matStats/+tblui/+actions

matStats/+tblui/+actions/+analysis

matStats/+tblui/+actions/+edit

matStats/+tblui/+actions/+file

matStats/+tblui/+actions/+plot

matStats/+tblui/+pca

matStats/@Anova

matStats/@CanDisc

matStats/@CanDisc/private

matStats/@LinearDiscriminantAnalysis

matStats/@LinearDiscriminantAnalysis/private

matStats/@Pca

matStats/@Pca/private

matStats/@Table

matStats/@Table/private

matStats/tabstats

tests

tests/anova

tests/pca

demos

demos/kmeans

demos/lda

demos/pca

版本 已发布 发行说明
1.1.4

See release notes for this release on GitHub: https://github.com/mattools/matStats/releases/tag/v1.1.4
1.1.3

See release notes for this release on GitHub: https://github.com/mattools/matStats/releases/tag/v1.1.3
1.1.2

See release notes for this release on GitHub: https://github.com/mattools/matStats/releases/tag/v1.1.2
1.1.1.0

update of property names. Several new features and bug fixes.
1.1.0.0

add curly braces indexing, fix bugs in Table.read.
1.0.0.0

0.2.0.0

See release notes for this release on GitHub: https://github.com/mattools/matStats/releases/tag/v0.2
0.1.0.0

See release notes for this release on GitHub: https://github.com/mattools/matStats/releases/tag/v0.1
要查看或报告此来自 GitHub 的附加功能中的问题，请访问其 GitHub 仓库。
要查看或报告此来自 GitHub 的附加功能中的问题，请访问其 GitHub 仓库。