Creating a Histogram in Statistics: Number of Categories, Range, and Class Intervals, Assignments of Mathematical Statistics

The steps to create a histogram, including determining the number of categories based on sample size, finding the range, dividing the range into class intervals, and constructing a frequency table. It also explains how to draw the histogram with axis labels and bars representing the relative frequency.

Typology: Assignments

Pre 2010

Uploaded on 08/16/2009

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NAME
STAT 291 - Statistics for the Mathematical Sciences I
Making a Histogram
1. Choose the number of categories to use. The following table is a general guide that we will
use.
Sample Size Number of Categories
15 Too small
16 { 31 5
32 { 63 6
64 { 127 7
128 { 255 8
256 { 511 9
.
.
..
.
.
2. Find the range, that is, the largest observation minus the smallest.
3. Divide the range by the number of classes, and truncate the answer to the same accuracy as
the data. Then add one to the last digit of this number.
4. Start the rst category 1
=
2 unit below the rst observation. The following table explains this.
Accuracy \Units" 1
=
2 unit
.
.
..
.
..
.
.
Tens 10 5
Ones 1 .5
Tenths .1 .05
Hundredths .01 .005
.
.
..
.
..
.
.
5. Complete the categories by adding the number found in step three to the number from step
four to get the right boundary of the rst category. Continue adding to complete the necessary
number of categories.
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NAME

STAT 291 - Statistics for the Mathematical Sciences I

Making a Histogram

  1. Choose the number of categories to use. The following table is a general guide that we will

use.

Sample Size Number of Categories

 15 Too small

  1. Find the range, that is, the largest observation minus the smallest.
  2. Divide the range by the number of classes, and truncate the answer to the same accuracy as

the data. Then add one to the last digit of this number.

  1. Start the rst category 1=2 unit below the rst observation. The following table explains this.

Accuracy \Units" 1 =2 unit

Tens 10 5

Ones 1.

Tenths .1.

Hundredths .01.

  1. Complete the categories by adding the number found in step three to the number from step

four to get the right boundary of the rst category. Continue adding to complete the necessary

number of categories.

  1. Construct a Frequency Table with columns for frequency and relative frequency.
  2. Draw a set of axes, and indicate the category boundaries along the x-axis. The y-axis is

generally used to indicate the relative frequency. Bars are drawn from one boundary to the

other, with height determined by the relative frequency.