MyRegression

A simple function on LS linear regression with many informative outputs
ダウンロード: 7.4K
更新 2018/4/5

This function computes a least-square linear regression suppling several output information.
Syntax: myregr(x,y)

Inputs:
X - Array of the independent variable
Y - Dependent variable. If Y is a matrix, the i-th Y row is a
repeated measure of i-th X point. The mean value will be used
verbose - Flag to display all information (default=1)
Outputs:
- Slope with standard error an 95% C.I.
- Intercept with standard error an 95% C.I.
- Pearson's Correlation coefficient with 95% C.I. and its
adjusted form (depending on the elements of X and Y arrays)
- Spearman's Correlation coefficient
- Regression Standard Error
- Total Variability
- Variability due to regression
- Residual Variability
- Student's t-Test on Slope (to check if slope=0)
- Student's t-Test on Intercept (to check if intercept=0)
- Modified Levene's test for homoschedasticity of residuals
- Power of the regression
- Deming's regeression
- a plot with:
o Data points
o Least squares regression line
o Red dotted lines: 95% Confidence interval of regression
o Green dotted lines: 95% Confidence interval of new y
evaluation using this regression.
- Residuals plot

SEE also myregrinv, myregrcomp

Created by Giuseppe Cardillo
giuseppe.cardillo-edta@poste.it

To cite this file, this would be an appropriate format: Cardillo G. (2007) MyRegression: a simple function on LS linear regression with many informative outputs. http://www.mathworks.com/matlabcentral/fileexchange/15473

引用

Giuseppe Cardillo (2024). MyRegression (https://github.com/dnafinder/myregr), GitHub. 取得済み .

MATLAB リリースの互換性
作成: R2014b
すべてのリリースと互換性あり
プラットフォームの互換性
Windows macOS Linux
謝辞

ヒントを得たファイル: powerStudent

ヒントを与えたファイル: myregrinv

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GitHub の既定のブランチを使用するバージョンはダウンロードできません

バージョン 公開済み リリース ノート
2.0.0.0

inputparser; table implementation; github link

1.8.0.0

Deming's regression added

1.7.0.0

fixed a bug in plot computation

1.6.0.0

The modified Levene's test for homoschedasticity of residuals and residuals plot were added

1.5.0.0

Now Y can be a matrix of repeated measures

1.4.0.0

change in description

1.3.0.0

To compute power, Myregr requires powerStudent by Trujillo-Ortiz, A. and R. Hernandez-Walls. If this function is not present on the computer, Sandler try to download it from FEX

1.2.0.0

Changes in description

1.1.0.0

Changes in help section

1.0.0.0

Added PowerStudent to compute the power of t-Student tests on regression parameters.

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この GitHub アドオンでの問題を表示または報告するには、GitHub リポジトリにアクセスしてください。