Normal Distribution Analyser

版本 1.0.1 (4.1 KB) 作者: ASWIN SEKHAR C S
This function automatically validates the normality of your data using 9 appropriate statistical and visualization techniques.
0.0
(0)
88.0 次下载
更新时间 2024/2/21

查看许可证

The Normal Distribution Analyser function offers automatic visual insights through histograms and Q-Q plots, and also provides essential statistical measures like skewness and kurtosis. It evaluates your data against renowned statistical tests including Shapiro-Wilk, Kolmogorov-Smirnov, Anderson-Darling, Jarque-Bera, and Lilliefors tests. The function compiles resulting P-values in a concise table, allowing you to determine whether your data follows a normal distribution accurately. It enhances your data analysis with this indispensable utility, ensuring robust statistical assessments.
Key Features:
  • Automatic detection of Normal Distribution data
  • Histogram and Q-Q plot visualization
  • Skewness and kurtosis assessment
  • Shapiro-Wilk, Kolmogorov-Smirnov, Anderson-Darling, Jarque-Bera, and Lilliefors tests
  • Tabulated output of P-values for easy interpretation
  • Precise evaluation of data normality

引用格式

ASWIN SEKHAR C S (2024). Normal Distribution Analyser (https://www.mathworks.com/matlabcentral/fileexchange/134032-normal-distribution-analyser), MATLAB Central File Exchange. 检索来源 .

MATLAB 版本兼容性
创建方式 R2023a
兼容任何版本
平台兼容性
Windows macOS Linux

Community Treasure Hunt

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

Start Hunting!

版本 已发布 发行说明
1.0.1

Bugs rectified and now it's ready to use in all environments.
1.0.0