Sunday, September 14, 2014

SKEWNESS - Descriptive Statistics using Microsoft Excel Statistical Functions

The practice sheet can be downloaded from Link. Statistics Marks Data - Download Sheet

About the Data Sheet - The data in this sheet is related to marks scored by 100 Students in a Statistical Test. 

Based on the data, we will use Microsoft Excel Statistical functions to analyse the descriptive statistics. 

In the Data Sheet, we have Data from A2:A101, A1 being the header of the Data. 

SKEWNESS

Describe asymmetry from the normal distribution in a set of statistical data. Skewness characterizes the degree of asymmetry of a distribution around its mean.

Skewness can come in the form of "negative skewness" or "positive skewness", depending on whether data points are skewed to the left (negative skew) or to the right (positive skew) of the data average.

Positive skewness indicates a distribution with an asymmetric tail extending toward more positive values. Negative skewness indicates a distribution with an asymmetric tail extending toward more negative values.

= SKEW(number1,number2,...)

The equation for skewness is defined as:

In the Data Sheet, we have Data from A2:A101, A1 being the header of the Data. 

=SKEW(A2:A101)
Result is
-0.8347
The result is negative highlights more negative values in the data.

The practice sheet can be downloaded from Link. Statistics Marks Data - Download Sheet


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