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Descriptive Statistics: Measures of Central Tendency, Dispersion, and Outliers, Study notes of Statistics

Example of Sample Mean. • data. Then: 21,25,32,48,53,62,62,64 ... •Estimate the mean from grouped data ... The pth percentile of a data set is a.

Typology: Study notes

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3.1 - 1
3.1 Measure of Center
Calculate the mean for a given
data set
Find the median, and describe
why the median is sometimes
preferable to the mean
Find the mode of a data set
Describe how skewness affects
these measures of center
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Download Descriptive Statistics: Measures of Central Tendency, Dispersion, and Outliers and more Study notes Statistics in PDF only on Docsity!

3.1 Measure of Center

 Calculate the mean for a given data set

Find the median, and describe why the median is sometimes preferable to the mean

Find the mode of a data set

Describe how skewness affects these measures of center

Measure of Center

 Measure of Center

the value at the center or middle of a data set

 The three common measures of

center are the mean, the median, and the mode.

Notation

 Greek letter sigma used to denote the sum of a set of values.

x is the variable usually used to represent the data values.

n represents the number of data values in a sample.

Example of summation

  • If there are n data values that are

denoted as:

Then:

x 1 (^) , x 2 ,, xn

xx 1  x 2  xn

Sample Mean

x = n

x

is pronounced „x - bar‟ and denotes the

mean of a set of sample values

x

Example of Sample Mean

  • data

Then:

x 

Population Mean

N

μ =

x

Note: here x represents the data values in the population

 Advantages

 Is relatively reliable: means of samples drawn from the same population don‟t vary as much as other measures of center

 Takes every data value into account

Mean

Median

 Median

the measure of center which is the middle value when the original data values are arranged in order of increasing (or decreasing) magnitude

Finding the Median

  1. If the number of data values is odd, the median is the number located in the exact middle of the list. Its position in the list is:

First sort the values (arrange them in order), the follow one of these

th n  

Example of Median

  • 6 data values:

5.40 1.10 0.42 0.73 0.48 1.

  • Sorted data: 0.42 0.48 0.73 1.10 1.10 5.

(even number of values no exact middle)

median 

Example of Median

  • 7 data values: 5.40 1.10 0.42 0.73 0.48 1.10 0.

median  0. 73

  • Sorted data:

0.42 0.48 0.66 0.73 1.10 1.10 5.

Median

From Example 3.3, page 91

 Mode

the value that occurs with the greatest frequency

 Data set can have one, more than one, or no mode