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Dataplot Vol 2 Auxiliary Chapter

DIFFERENCE OF BIWEIGHT SCALE

Name:
    DIFFERENCE OF BIWEIGHT SCALE (LET)
Type:
    Let Subcommand
Purpose:
    Compute the difference between the biweight scales for two response variables.
Description:
    The biweight scale estimate is defined as:

      ns(bi)**2 = {n*SUM'[(y-y')**2]*(1-u**2)**4}/
 {[SUM'[1-u**2)*(1-5*u**2)]*
 [-1 + SUM'[1-u**2)*(1-5*u**2)]}

    where the summation is restricted to u**2 <= 1 and

      y' = median y

    and

      u(i) = (Y(i) - y')/[9*MAD]

    where MAD is the median absolute deviation.

    For the differeence of biweight scales, the biweight scale is computed for each of two samples then their difference is taken.

Syntax:
    LET <par> = DIFFERENCE OF BIWEIGHT SCALE <y1> <y2>
                            <SUBSET/EXCEPT/FOR qualification>
    where <y1> is the first response variable;
                <y2> is the first response variable;
                <par> is a parameter where the computed difference of the biweight scales is stored;
    and where the <SUBSET/EXCEPT/FOR qualification> is optional.
Examples:
    LET A = DIFFERENCE OF BIWEIGHT SCALE Y1 Y2
    LET A = DIFFERENCE OF BIWEIGHT SCALE Y1 Y2 SUBSET X > 1
Note:
    The difference of biweight scales statistic is also supported for the following commands:

      DIFFERENCE OF BIWEIGHT SCALE PLOT Y1 Y2 X
      CROSS TABULATE DIFFERENCE OF BIWEIGHT SCALE PLOT Y1 Y2 X
      BOOTSTRAP DIFFERENCE OF BIWEIGHT SCALE PLOT Y1 Y2
      TABULATE DIFFERENCE OF BIWEIGHT SCALE Y1 Y2 X
      CROSS TABULATE DIFFERENCE OF BIWEIGHT SCALE Y1 Y2 X
      LET Z = CROSS TABULATE DIFFERENCE OF BIWEIGHT SCALE Y1 Y2 X1 X2

    Enter

      HELP STATISTIC PLOT
      HELP CROSS TABULATE PLOT
      HELP BOOTSTRAP PLOT
      HELP TABULATE
      HELP CROSS TABULATE
      HELP CROSS TABULATE (LET)

    for more information on these plots and commands.

Default:
    None
Synonyms:
    None
Related Commands:
    BIWEIGHT SCALE = Compute the biweight scale.
    BIWEIGHT MIDVARIANCE = Compute the biweight midvariance.
    MAD = Compute the median absolute deviation.
    AAD = Compute the average absolute deviation.
    PERCENTAGE BEND MIDVARIANCE = Compute the percentage bend midvariance.
    STANDARD DEVIATION = Compute the standard deviation.
    DIFFERENCE OF AAD = Compute the difference of average absolute deviations.
    DIFFERENCE OF SD = Compute the difference of standard deviations.
    DIFFERENCE OF BIWEIGHT MIDVARIANCE = Compute the difference of biweight midvariances.
    STATISTICS PLOT = Generate a statistic versus subset plot.
    CROSS TABULATE PLOT = Generate a statistic versus two subsets plot.
    BOOTSTRAP PLOT = Generate a bootstrap plot.
    TABULATE = Perform a tabulation for a specified statistic.
    CROSS TABULATE = Perform a cross tabulation for a specified statistic.
Applications:
    Data Analysis
Implementation Date:
    3/2003
Program:
    SKIP 25 
    READ IRIS.DAT Y1 TO Y4 X 
    . 
    LET A = DIFFERENCE OF BIWEIGHT SCALE Y1 Y2 
    TABULATE DIFFERENCE OF BIWEIGHT SCALE Y1 Y2 X 
    . 
    XTIC OFFSET 0.2 0.2 
    X1LABEL GROUP ID 
    Y1LABEL DIFFERENCE OF BIWEIGHT SCALE 
    CHAR X 
    LINE BLANK 
    DIFFERENCE OF BIWEIGHT SCALE PLOT Y1 Y2 X 
    CHAR X ALL 
    LINE BLANK ALL 
    BOOTSTRAP DIFFERENCE OF BIWEIGHT SCALE PLOT Y1 Y2 X  
        
    Dataplot generated the following output.
           **************************************************
           **  LET A = DIFFERENCE OF BIWEIGHT SCALE Y1 Y2  **
           **************************************************
      
      
     THE COMPUTED VALUE OF THE CONSTANT A             =  0.52774096E+00
      
      
           *****************************************************
           **  TABULATE DIFFERENCE OF BIWEIGHT SCALE Y1 Y2 X  **
           *****************************************************
      
      
                     *    Y1       AND Y2
         X           *    DIFFERENCE OF BIWEIGHT SCALE
     **********************************************
         1.00000     *   -0.307587E-02
         2.00000     *    0.181672
         3.00000     *    0.317037
      
           GROUP-ID AND STATISTIC WRITTEN TO FILE DPST1F.DAT
        
    plot generated by sample program

    plot generated by sample program

Date created: 3/27/2003
Last updated: 4/4/2003
Please email comments on this WWW page to alan.heckert@nist.gov.