Sponsored Content
Full Discussion: Standard deviation in awk
Top Forums Shell Programming and Scripting Standard deviation in awk Post 302548753 by Roboticus on Friday 19th of August 2011 08:19:02 AM
Old 08-19-2011
Re: standard deviation in awk

Give this a try:

Code:
#!/usr/bin/awk

function std_dev(data, count) {
    sum=0;
    for( x=1; x <= count; x++) {
        sum += data[x];
    }

    avg = sum/count;

    sumsq=0;
    for( x=1; x <= count; x++) {
        sumsq += (data[x] - avg)^2;
    }

    print sqrt(sumsq/count);
}

BEGIN {
    cnt = 0;
}

END {
    std_dev(array, cnt);
}

{
    array[cnt++] = $7;

    if (cnt == 720) {
        std_dev(array, cnt);
        cnt = 0;
    }
}

 

10 More Discussions You Might Find Interesting

1. Shell Programming and Scripting

Script for finding standard deviation

I have a CSV file that looks like 0,0,0,0,1,0,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0 10,11,7,0,4,12,2,3,7,0,11,3,12,4,0,5,5,4,5,0,8,6,12,0,9,3,3,0,2,7,8 19,11,7,0,4,14,16,10,8,2,13,7,15,6,0,76,6,4,10,0,18,10,17,1,11,3,3,0,9,9,8... (7 Replies)
Discussion started by: RJ17
7 Replies

2. Shell Programming and Scripting

Mean and Standard deviation

Hi all, I am new to shell scripting and wanna calculate the mean and standard deviation using shell programming. I have a file with letters that are repeating and their corresponding duration a 0.32 a 0.89 aa 0.34 aa 0.23 au 0.012 au 0.26... (4 Replies)
Discussion started by: lakshmikanth.pg
4 Replies

3. UNIX for Dummies Questions & Answers

Calculating the Standard Deviation for a column

Hi all, I want to calculate the standard deviation for a column (happens to be column 3). Does any know of simple awk script to do this? Thanks (1 Reply)
Discussion started by: kylle345
1 Replies

4. Shell Programming and Scripting

using awk to print average and standard deviation into a file

Hi I want to use awk to print avg and st deviation but it does not go into a file for column 1 only. I can do average and # of records but i cannot get st deviation. awk '{sum+=$1} END { print "Average = ",sum/NR}' thanks (1 Reply)
Discussion started by: phil_heath
1 Replies

5. Shell Programming and Scripting

AWK script for standard deviation / root mean square deviation

I have a file with say 50 columns, each containing a whole lot of data. Each column contains data from a separate simulation, but each simulation is related to the data in the last (REFERENCE) column $50 I need to calculate the RMS deviation for each data line, i.e. column 1 relative to... (12 Replies)
Discussion started by: chrisjorg
12 Replies

6. Shell Programming and Scripting

Finding standard deviation for all columns in a data file

Hi All, I want someone to modify the below script from this forum so that it can be used for all columns in the file( instead of only printing column 3 mean and standard deviation values). I don't know how to loop around all the columns. ... (3 Replies)
Discussion started by: ks_reddy
3 Replies

7. Shell Programming and Scripting

calculating row-wise standard deviation using awk

Hi, I have a file containing 100,000 rows-by-120 columns and I need to compute for the standard deviation for each row. Any idea on how to calculate row-wise standard deviation using awk? My sample data looks like this: input data: 23 35 12 25 16 17 18 19 29 12 12 26 15 14 15 23 12 12... (2 Replies)
Discussion started by: ida1215
2 Replies

8. Shell Programming and Scripting

Computing average and standard deviation from multiple text files

Hello there, I found an elegant solution to computing average values from multiple text files awk '{for (i=1;i<=NF;i++){if ($i!~"n/a"){a+=$i}else{b++}}}END{for (i=1;i<=FNR;i++){for (j=1;j<=NF;j++){printf (a/(3-b))((b>0)?"~"b" ":" ")};printf "\n"}}' file1 file2 file3 I tried to modify... (2 Replies)
Discussion started by: charmmilein
2 Replies

9. Shell Programming and Scripting

Output mean and standard deviation of a row

I have a file that looks that this: 820 890 530 1650 1600 1800 1850 1900 2270 1640 2300 1670 2080 2200 2350 1150 1630 2210 I would like to output the mean and standard deviation of each row so that my final output would look like this 820 890 530 746.667 155.849 1650 1600 1800... (5 Replies)
Discussion started by: kayak
5 Replies

10. Shell Programming and Scripting

SMA (Single Moving Average) and Standard Deviation

Hello Team, I am using the following awk script to calculate the SMA (Single Moving Average) for an specific period but now I would like to include the standard deviation output. Could you please help me to modify this awk shell script awk -F, -v points=5 ' { a = $2; ... (4 Replies)
Discussion started by: csierra
4 Replies
average_images(1)				       The Computational Morphometry Toolkit					 average_images(1)

NAME
average_images - Average images SYNOPSIS
average_images [options] image0 ... DESCRIPTION
This tool computes pixelwiase average, variance, standard deviation, z-score, or entropy images from a list of user-provided intensity images. OPTIONS
Global Toolkit Options (these are shared by all CMTK tools) --help Write list of basic command line options to standard output. --help-all Write complete list of basic and advanced command line options to standard output. --wiki Write list of command line options to standard output in MediaWiki markup. --man Write man page source in 'nroff' markup to standard output. --version Write toolkit version to standard output. --echo Write the current command line to standard output. --verbose-level <integer> Set verbosity level. --verbose, -v Increment verbosity level by 1 (deprecated; supported for backward compatibility). --threads <integer> Set maximum number of parallel threads (for POSIX threads and OpenMP). Main Options --mode Mode of averaging operation Supported values: "avg", "var", "stdev", "zscore", "entropy", where the default is "avg", or use one of the following: --avg Compute average (i.e., mean) image [This is the default] --var Compute variance image --stdev Compute standard deviation image --zscore Compute z-score image --entropy Compute pixel-by-pixel population entropy image Data Preprocessing --log, -l Apply log to input data --abs, -a Use absolute input values --normalize-mean-stdev, -n Normalize image intensities using means and standard deviations --set-padding-value <double> Define padding value in input images [Default: disabled] Output Options --outfile-name <string>, -o <string> Output file name [Default: average.nii ] --type Scalar data type of output image. Supported values: "float", "double", where the default is "float", or use one of the following: --float Single-precision float. [This is the default] --double Double-precision float. AUTHORS
Torsten Rohlfing, with contributions from Michael P. Hasak, Greg Jefferis, Calvin R. Maurer, and Daniel B. Russakoff LICENSE
http://www.fsf.org/licensing/licenses/gpl.html BUGS
Report bugs at http://nitrc.org/projects/cmtk/ ACKNOWLEDGMENTS
From April 2009 through September 2011, CMTK Development and Maintenance was supported by the National Institute of Biomedical Imaging and Bioengineering under Grant No.R01 EB008381 (PI: Torsten Rohlfing). CMTK 2.2.2 Jul 20 2012 average_images(1)
All times are GMT -4. The time now is 04:56 AM.
Unix & Linux Forums Content Copyright 1993-2022. All Rights Reserved.
Privacy Policy