In this article, we will learn How to use the F.DIST function in Excel.
What is a F-distribution function ?
In probability theory and statistics, the F-distribution, also known as Snedecor's F distribution or the Fisher–Snedecor distribution named after Ronald Fisher and George W. Snedecor. F-distribution is a continuous probability distribution that arises frequently as the null distribution of a test statistic, most notably in the analysis of variance (ANOVA). Returns the F probability distribution. You can use this function to determine whether two data sets have different degrees of diversity. For example, you can examine the test scores of men and women entering high school, and determine if the variability in the females is different from that found in the males. Mathematically, we can calculate the f distribution function with the formula stated below.
Now you must be wondering what is the degree of freedom (also known as df). Mathematically, the degree of freedom(df) of a distribution is equal to the number of standard normal deviations being summed. But how can we understand the concept of degree of freedom? Degree of freedom is the number of independent possibilities in an event. For example if we toss a coin 100 times and say heads occur 48 times and then we can conclude the tails occured 52 times so the degree of freedom is 1. But if we say on a route of traffic lights (generally has 3 color lights) we want to know the probability of red light in any given sample of time. For this the degree of freedom will be 2 as we will require information for at least 2 color lights. This is too complex to formulate in Excel. So Excel provides a built-in statistical F.DIST function to work as a f-distribution calculator.
F.DIST Function in Excel
F.DIST function built in statistical function that returns the F - probability distribution. It takes the 3 arguments with the type of distribution function (cdf or pdf). Let's understand these arguments one by one listed below with the function syntax.
F.DIST Function syntax:
|=F.DIST(x, deg_freedom1, deg_freedom2, cumulative)|
x : value at which to evaluate the function
deg_freedom1 : numerator degrees of freedom
deg_freedom2 : denominator degrees of freedom
cumulative : logical value that determines the form of the function. If cumulative is TRUE, F.DIST returns the cumulative distribution function; if FALSE, it returns the probability density function.
All of these might be confusing to understand. Let's understand how to use the function using an example. Here we have sample x value with given two degrees of freedom. We need to calculate the cumulative f - distribution.
Use the formula:
|=F.DIST ( B3, B4, B5, FALSE)|
The f distribution probability comes out 0.026 or 2.6% for the value at exactly 5.
You can find out the probability value for the f distribution for the value for at least 5 following the same parameters with the formula shown below.
Use the formula:
|=F.DIST ( B3, B4, B5, TRUE)|
The f distribution probability comes out 0.889 or 88.9% for the value for at least 5.
The F-distribution is a method of obtaining the probabilities of specific sets of events occurring. The F-statistic is often used to assess the significant difference of a theoretical model of the data. Once the F-statistic is calculated, you compare the value to a table of critical values that serve as minimum cutoff values for significance.
Here are all the observational notes using the F.DIST function in Excel
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