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.\" .\" Copyright (c) 2007 Poul-Henning Kamp .\" All rights reserved. .\" .\" Redistribution and use in source and binary forms, with or without .\" modification, are permitted provided that the following conditions .\" are met: .\" 1. Redistributions of source code must retain the above copyright .\" notice, this list of conditions and the following disclaimer. .\" 2. Redistributions in binary form must reproduce the above copyright .\" notice, this list of conditions and the following disclaimer in the .\" documentation and/or other materials provided with the distribution. .\" .\" THIS SOFTWARE IS PROVIDED BY THE AUTHOR AND CONTRIBUTORS ``AS IS'' AND .\" ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE .\" IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE .\" ARE DISCLAIMED. IN NO EVENT SHALL THE AUTHOR OR CONTRIBUTORS BE LIABLE .\" FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL .\" DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS .\" OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) .\" HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT .\" LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY .\" OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF .\" SUCH DAMAGE. .\" .\" $FreeBSD: release/9.1.0/usr.bin/ministat/ministat.1 237216 2012-06-18 04:55:07Z eadler $ .\" .Dd June 28, 2010 .Dt MINISTAT 1 .Os .Sh NAME .Nm ministat .Nd statistics utility .Sh SYNOPSIS .Nm .Op Fl ns .Op Fl C Ar column .Op Fl c Ar confidence_level .Op Fl d Ar delimiter .Op Fl w Op width .Op Ar .Sh DESCRIPTION The .Nm command calculates fundamental statistical properties of numeric data in the specified files or, if no file is specified, standard input. .Pp The options are as follows: .Bl -tag -width Fl .It Fl n Just report the raw statistics of the input, suppress the ASCII-art plot and the relative comparisons. .It Fl s Print the average/median/stddev bars on separate lines in the ASCII-art plot, to avoid overlap. .It Fl C Ar column Specify which column of data to use. By default the first column in the input file(s) are used. .It Fl c Ar confidence_level Specify desired confidence level for Student's T analysis. Possible values are 80, 90, 95, 98, 99 and 99.5 % .It Fl d Ar delimiter Specifies the column delimiter characters, default is SPACE and TAB. See .Xr strtok 3 for details. .It Fl w Ar width Width of ASCII-art plot in characters, default is 74. .El .Pp A sample output could look like this: .Bd -literal -offset indent $ ministat -s -w 60 iguana chameleon x iguana + chameleon +------------------------------------------------------------+ |x * x * + + x +| | |________M______A_______________| | | |________________M__A___________________| | +------------------------------------------------------------+ N Min Max Median Avg Stddev x 7 50 750 200 300 238.04761 + 5 150 930 500 540 299.08193 No difference proven at 95.0% confidence .Ed .Pp If .Nm tells you, as in the example above, that there is no difference proven at 95% confidence, the two data sets you gave it are for all statistical purposes identical. .Pp You have the option of lowering your standards by specifying a lower confidence level: .Bd -literal -offset indent $ ministat -s -w 60 -c 80 iguana chameleon x iguana + chameleon +------------------------------------------------------------+ |x * x * + + x +| | |________M______A_______________| | | |________________M__A___________________| | +------------------------------------------------------------+ N Min Max Median Avg Stddev x 7 50 750 200 300 238.04761 + 5 150 930 500 540 299.08193 Difference at 80.0% confidence 240 +/- 212.215 80% +/- 70.7384% (Student's t, pooled s = 264.159) .Ed .Pp But a lower standard does not make your data any better, and the example is only included here to show the format of the output when a statistical difference is proven according to Student's T method. .Sh SEE ALSO Any mathematics text on basic statistics, for instances Larry Gonicks excellent "Cartoon Guide to Statistics" which supplied the above example. .Sh HISTORY The .Nm command was written by Poul-Henning Kamp out of frustration over all the bogus benchmark claims made by people with no understanding of the importance of uncertainty and statistics. .Pp From .Fx 5.2 it has lived in the source tree as a developer tool, graduating to the installed system from .Fx 8.0 .