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MyRegression

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After the Dimitri's comment I deeply reviewed this file. Now this file use the Regress function (but the results with Polyfit were the same). Anyway I wrote this function exclusively for the common use of a one estimator linear regression; a common laboratory use where a simple regression is required.
Now this function checks the presence of outliers (as the Robustfit).
This function computes a least-squares linear regression suppling several output informations:
- Presence of outliers
- 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), with power
- Student's t-Test on Intercept (to check if intercept=0) with power
- Power of the regression
- a plot with:
o Data points
o Least square line
o Red dotted lines: 95% Confidence interval of regression
o Green dotted lines: 95% Confidence interval of new y evaluation using this regression.

The function requires the Statistics Toolbox because calls TINV and TCDF to perform the Student's t-test.
To compute power, Myregr requires powerStudent by Trujillo-Ortiz, A. and R. Hernandez-Walls. If this function is not present on the computer, it try to download it from FEX

Free download from Shareware Connection - After the Dimitri's comment I deeply reviewed this file.

Publisher: Giuseppe Cardillo | License: Shareware
Version: 1.0 | Size: 10 KB | Platform: Matlab, Scripts
Released Date: 05-01-2013 | Rating: 0 | Title: MyRegression

Author Url: http://www.mathworks.com
Program Info Url: http://www.mathworks.com
Download Url: http://www.mathworks.com/matlabcentral/fx_files/15473/6/myregr.zip

More downloads from MyRegression publisher Giuseppe Cardillo:

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Shareware Connection periodically updates pricing and software information of 'MyRegression' from company source 'Giuseppe Cardillo' , so some information may be slightly out-of-date. You should confirm all information before relying on it. Software piracy is theft,  Using 'MyRegression' crack, password, serial numbers, registration codes, key generators is illegal and prevent future development of MyRegression.

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