File:Xbar chart for a paired xbar and R chart.svg

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    Original file (SVG file, nominally 630 × 629 pixels, file size: 37 KB)

    This file is from Wikimedia Commons and may be used by other projects. The description on its file description page there is shown below.

    Summary

    Description
    English: Example xbar chart for a process that experienced a 1.5σ drift starting at midnight.
    Date
    Source Own work
    Author DanielPenfield

    Creation technique

    1. Simulate process observations using en:perl, output to file.
    2. Read file into R, use qcc package to render control chart.
    3. Save to PDF.
    4. Import into en:Inkscape, save to SVG.

    ===en:Perl

    =

    #!/usr/bin/perl -w
    
    use strict;
    use Math::Random;
    
    my %shiftSchedule = (
        "first" =>  { "start" => 8.00, "end" => 16.00 },
        "second" => { "start" => 18.00, "end" => 24.00 },
        "third" =>  { "start" => 24.00, "end" =>  8.00 }
    );
    my $shift = "third";         # shift to monitor
    my $inspectionRate = 1 / 2;  # every 1/2 hour
    my $drift = 1.5;             # drift to simulate
    my $m = 25;                  # samples in control chart setup
    my $n = 3;                   # observations per sample
    my $target = 100.0;          # quality characteristic target
    
    my $hour;
    my $i;
    my $j;
    my $minute;
    my $observation;
    my $setupM = $m;
    
    print "timestamp sample observation phase\r\n";
    
    for ($i = 1; $i <= $m; $i++) {
        for ($j = 0; $j < $n; $j++) {
    	$observation = $target + random_normal();
    	printf "     0:00 %6d     %7.3f setup\r\n", $i, $observation;
        }
    }
    
    $m = $shiftSchedule{$shift}{"end"} - $shiftSchedule{$shift}{"start"};
    if ($m < 0) {
        $m += 24;
    }
    $m /= $inspectionRate;
    for ($i = 1; $i <= $m; $i++) {
        $hour = int($i * $inspectionRate + $shiftSchedule{$shift}{"start"});
        if ($hour >= 24) {
    	$hour -= 24;
        }
        $minute = ($i & 0x1) ? (60 * $inspectionRate) : 0;
        for ($j = 0; $j < $n; $j++) {
    	$observation = $target + random_normal();
    	if ($i >= (0.25 * $m)) {
    	    if ($i < (0.75 * $m)) {
    		$observation += ($drift / (0.5 * $m)) * ($i - (0.25 * $m));
    	    } else {
    		$observation += $drift;
    	    }
    	}
    	printf "    %2d:%02d %6d     %7.3f monitoring\r\n", $hour, $minute, $setupM + $i, $observation;
        }
    }
    
     This chart was created with R by v.

    Licensing

    I, the copyright holder of this work, hereby publish it under the following licenses:
    w:en:Creative Commons
    attribution share alike
    This file is licensed under the Creative Commons Attribution-Share Alike 3.0 Unported license.
    You are free:
    • to share – to copy, distribute and transmit the work
    • to remix – to adapt the work
    Under the following conditions:
    • attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
    • share alike – If you remix, transform, or build upon the material, you must distribute your contributions under the same or compatible license as the original.
    GNU head Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.2 or any later version published by the Free Software Foundation; with no Invariant Sections, no Front-Cover Texts, and no Back-Cover Texts. A copy of the license is included in the section entitled GNU Free Documentation License.
    You may select the license of your choice.

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    16 January 2010

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    38,384 byte

    a16f692d7adb2cdbf90262945bdf49e469de2b78

    File history

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    Date/TimeThumbnailDimensionsUserComment
    current23:53, 16 January 2010Thumbnail for version as of 23:53, 16 January 2010630 × 629 (37 KB)wikimediacommons>DanielPenfield{{Information |Description={{en|1=Example xbar chart for a process that experienced a 1.5σ drift starting at midnight.}} |Source={{own}} |Author=DanielPenfield |Date=2010-01-16 |Permission= |other_versions

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