mrcImageVarianceAnalysis

Usage

Usage: mrcImageVarianceAnalysis
Options:
    [-i[nput]            In                  (NULL      )] :Optional  :In: InputList
    [-r[ef]              Ref                 (NULL      )] :Optional  :Ref: InputList
    [-o[utput]           Out                 (NULL      )] :Optional  :Output: Variance Probability
    [-v[arianceAnalysis] OutV                (NULL      )] :Optional  :Output: Variance Analysis
    [-c[onfig]           configFile          (NULL      )] :Optional  :ConfigurationFile
    [-m[ode]             mode                (0         )] :Optional  :Mode
----- Additional Usage -----
-i inFileList
>>>>> Within inFileList
In1 
In2 
... 
>>>>> Within In1 etc. A + B*density 
filename1-1 A B 
.....
---- Variance Analysis-----
-- Algorithm
   VarianceRatio := VarinceBetweenClasses/(SumOfVarianceWithinEachClass)
                  VarinceBetweenClasses: variance between classes
                  VarinceWithClasses:    variance within each class 
                  
   
   ---- General Information -----
   Kai-distribution: Kai^2 = SumOf (Xi - AvgOfXi)^2/sigma^2  
                           = s^2*(n-1)/sigma^2  : degree of freedom n-1 
                             when variables Xi are due to N(u, sigma^2)
   Kai-distribution: Kai^2 = Kai1^2 + Kai2^2 : degree of freedom m1 + m2
   F-distribution: F = (Kai1^2/k1)/(Kai2^2/k2)           : degree of freedom : (k1, k2)
                       (s1^2/sigma1^2)/(s2^2/sigma2^2)   : degree of freedom : (k1-1, k2-1)
   If sigma1 == sigma2, then                    
                       s1^2/s2^2  (Variance Ratio)       : degree of freedom : (k1-1, k2-1)