ZTEST Function

Basic Description

For a supplied hypothesized sample mean and a supplied set of values, the Excel ZTEST function calculates the one-tailed probability value of the Z-Test. I.e. the function returns the probability that the supplied hypothesized sample mean is greater than the mean of the supplied data values.

Syntax: ZTEST( array, x, [sigma] )

where the function arguments are:

array The set of values against which the hypothesized sample mean is to be tested
x The hypothesized sample mean
[sigma] An optional argument that represents the population standard deviation, if this is known. If omitted, the calculation uses the sample standard deviation.

 

Two-tailed Probability

If you want to calculate the two-tailed probability value of the Z-Test, this can be done by using the Ztest function, combined with the Excel Min function, as follows:

= 2 * MIN( ZTEST(array,x,[sigma]), 1-ZTEST(array,x,[sigma]) )

 

Ztest Function Examples

Ztest Function Example Data

Column A of the spreadsheet on the right contains an array of 12 data values. The mean of these values is 5.25.

Cells B1 and B2 of the example spreadsheet show the Excel Ztest function used to calculate the the one-tailed probability value of the Z-Test for two different hypothesized sample means.

For the hypothesized sample mean 5.0, the one-tailed probability value of the Z-Test is calculated by the formula:

=ZTEST( A1:A12, 5.0 )

which gives the result 0.371103279.

For the hypothesized sample mean 6.0, the one-tailed probability value of the Z-Test is calculated by the formula:

=ZTEST( A1:A12, 6.0 )

which gives the result 0.838129187.

Note that in the above two examples, the [sigma] argument is omitted from the function. Therefore, the Ztest function calculation uses the standard deviation of the supplied array.

 

Ztest Function Errors

If you get an error from the Excel Ztest Function, this is likely to be one of the following :

#N/A Occurs if the supplied array is empty
#DIV/0! Occurs if either the [sigma] argument is supplied and is equal to zero or or the [sigma] is not supplied and the standard deviation of the supplied array is zero or the supplied array contains just one value
#VALUE! Occurs if either the supplied x or the supplied [sigma] is non-numeric

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