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NaN-toolbox

A statistics and machine learning toolbox
(613 downloads for this version - 57573 downloads for all versions)
Details
Version
1.0
A more recent valid version with binaries for Scilab 5.3 exists: 1.3.2.1
Author
Holger Nahrstaedt
Owner Organization
TU Berlin / FG Regelungssysteme
Maintainer
Holger Nahrstaedt
License
Creation Date
January 5, 2011
Source created on
Scilab 5.3.x
Binaries available on
The maintainer of this module has not provided binaries.
Description
            This toolbox is meanly ported from the nan-toolbox for matlab/octave.

Please note that the following functions has to be renamed as there are exists
already some scilab functions.

Functions:
Data Correlation and Covariance
  "covm"
  "ecovm"
  "decovm"
  "xcorr"
  "xcorr2"
  "conv"
  "conv2"
  "xcov"
  "xcovf"
  "conv2nan"
  "cor"         
  "cov"        
  "corrcoef"
  "corrcov"
  "rankcorr"
  "partcorrcoef"
  "tiedrank"
  "rankcoef"

Descriptive Statistics

"nan_mean" //mean exists in scilab
  "nan_var"                  //  var is used in scilab
  "nan_std"   // 
  "nan_median" // median exists in scilab
  "nan_iqr"       //iqr exists in scilab
  "nan_trimmean"   //trimmean exists in scilab
  "nan_center"    //center exists in scilab
  "nan_geomean"      //geomean exists in scilab
  "nan_detrend"      //detrend exists in scilab
  "nan_moment"    //moment exists in scilab
  "nan_range"     // range exists in scilab
  "medAbsDev"
  "sem"
  "meansq"
  "sumsq"
  "rms"
  "statistic"
  "skewness"
  "kurtosis"
  "zscore"
  "zScoreMedian"
  "meanAbsDev" 
  "harmmean"
  "spearman"
  "ranks"
  "quantile"    
  "prctile"
  "percentile"
  "trimean"
  "meandev"
  "ecdf"
  "coefficient_of_variation"
  "hist2res"
  "histo"
  "histo2"
  "histo3"
  "histo4"
  "histc"
  "grpstats"

statistical Visualization

 "bland_altmann"
 "cdfplot"
  "gscatter"
  "boxplot"
  "normplot"
  "andrewsplot"
  "hist"
  "ecdfhist"
  "fscatter3"
  "plotmatrix"
  "gplotmatrix"
  "parallelcoords"

hypothesis Tests
  "ttest"
  "ttest2"

Classification
"train_sc"
"test_sc"
"classify"
"xval"
"kappa"
"train_lda_sparse"
"fss"
"cat2bin"
"row_col_deletion"
"mahal"
"rocplot"
"svmrocplot"
"train"
"predict"
"svmtrain"
"svmpredict"

cluster Analysis
"kmeans"

utility functions
 "sumskipnan"
  "rem"
  "mod"
  "postpad"
  "prepad"
  "nan_fft"
  "nan_ifft"
  "flag_nans_occured"
  "flag_impl_skip_nan"
  "flag_accuracy_level"
  "flag_impl_significance"
  "grp2idx"
  "str2array"            
Files (1)
[2.09 MB]
Source code archive

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