pt() function in R: How to use the pt function in R

pt() function in R

In this article, we will show you how to use the pt() function in R. The pt() function helps you calculate the value of the cdf (cumulative distribution function) of the Student t distribution. Let’s follow this article to learn more about it with the explanation and examples below.

Pt() function in R

What does pt() do in R?

The pt() function helps calculate the value of the cdf (cumulative distribution function) of the Student t distribution by the given value and the degree of freedom.

Syntax:

pt(q, df, lower.tail = TRUE, log.p = FALSE)

Parameters:

  • q: The vector of the quantiles
  • df: The degree of freedom.
  • lower.tail: The default is TRUE. If TRUE, the function calculates the probability when the value is less than or equal to the given value. Otherwise, the function will calculate the probability when the value is greater than the given value.
  • log.p: The default is FALSE. The result will be shown as log(p) or not.

After learning the usage and syntax of the pt() function, you will learn how to use it in the next title below.

How to use the pt() function in R?

Calculate the probability when the value is less than or equal to the given value

You can calculate the probability when the value is less than or equal to the given value by the pt() function.

Look at the example below.

# calculate the probability when the value is less than or equal to 0.25 with the degree of freedom is 2.
pt(0.25,2)

Output

[1] 0.5870388

Calculate the probability when the value is greater than the given value

You also can calculate the probability when the value is greater than the given value by the pt() function. 

Look at the example below.

# calculate the probability when the value is greater than 0.25 with the degree of freedom is 2.
1 - pt(0.25,2)

Output

[1] 0.4129612

You can also do this work by setting the parameter lower.tail = FALSE. 

Look at the example below.

pt(0.25,2,lower.tail = FALSE)

Output

[1] 0.4129612

Summary

You have learned about the pt() function in R. The pt() function is one of the functions that can help you work with the Student t distribution. By this function, you can calculate the value of the cdf (cumulative distribution function) of the Student t distribution. We hope this tutorial is helpful to you. Thanks!

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