Rank: 1294 based on 102 downloads (last 30 days) and 4 files submitted
photo

Cleiton Nunes

E-mail

Personal Profile:

 

Watch this Author's files

 

Files Posted by Cleiton Nunes View all
Updated   File Tags Downloads
(last 30 days)
Comments Rating
19 Mar 2013 Soft Independent Modeling of Class Analogy (SIMCA) M-files for classes modeling and prediction by SIMCA Author: Cleiton Nunes chemometrics, classification, simca, svd 18 7
  • 4.0
4.0 | 1 rating
30 Oct 2012 Group means with letters in a multiple comparison test Grouping means by letters in a multiple comparison test Author: Cleiton Nunes statistics, posthoc, anova, multiple comparison 5 0
07 Dec 2011 PLS regression or discriminant analysis, with leave-one-out cross-validation and prediction. M-files for PLS, PLS-DA, with leave-one-out cross-validation and prediction Author: Cleiton Nunes chemometrics, pls, partial least squares, statistics, modeling, regression 50 1
01 Jun 2011 Chemometric data preprocessing M-files for data preprocessing by several methods. Author: Cleiton Nunes chemometrics, preprocessing, calibration, classification 29 0
Comments and Ratings by Cleiton Nunes View all
Updated File Comments Rating
20 Jan 2014 Soft Independent Modeling of Class Analogy (SIMCA) M-files for classes modeling and prediction by SIMCA Author: Cleiton Nunes

Angela,
Example of data format:
x=[
1 2 4 4 5
3 2 4 6 5
5 4 3 6 6
6 4 7 5 6
6 3 5 4 6
6 7 4 5 6
]

classes=[
1
1
1
2
2
2
]

19 Mar 2013 Soft Independent Modeling of Class Analogy (SIMCA) M-files for classes modeling and prediction by SIMCA Author: Cleiton Nunes

Thanks Yang Yang. It was fixed.

Comments and Ratings on Cleiton Nunes' Files View all
Updated File Comment by Comments Rating
20 Jan 2014 Soft Independent Modeling of Class Analogy (SIMCA) M-files for classes modeling and prediction by SIMCA Author: Cleiton Nunes Cleiton Nunes

Angela,
Example of data format:
x=[
1 2 4 4 5
3 2 4 6 5
5 4 3 6 6
6 4 7 5 6
6 3 5 4 6
6 7 4 5 6
]

classes=[
1
1
1
2
2
2
]

10 Jan 2014 Soft Independent Modeling of Class Analogy (SIMCA) M-files for classes modeling and prediction by SIMCA Author: Cleiton Nunes angela

I want you can give me data format for x and classes,Thank You!

28 Mar 2013 Soft Independent Modeling of Class Analogy (SIMCA) M-files for classes modeling and prediction by SIMCA Author: Cleiton Nunes yang yang

Does the statement, ca = sqrt(2)*erfinv(cl/100), on line 148 in the file of simca.m represents the upper 1 − α quantile of the standard normal distribution? Does it equals to norminv(α,0,1)in Matlab?

27 Mar 2013 Soft Independent Modeling of Class Analogy (SIMCA) M-files for classes modeling and prediction by SIMCA Author: Cleiton Nunes yang yang

SVD: X=U*sigma*V'
PCA: X'*X=V*sigma^2*V'
Thus,eigenvalues are on the diagonal of sigma^2.
The calculation for Qlim in the file of SIMCA.m might be fixed for the vector eive consisting of the singular values rather than the eigenvalues.

19 Mar 2013 Soft Independent Modeling of Class Analogy (SIMCA) M-files for classes modeling and prediction by SIMCA Author: Cleiton Nunes Cleiton Nunes

Thanks Yang Yang. It was fixed.

Contact us