Math Problem Statement

Consider a t-distribution with 12 degrees of freedom. Find P(T > 2.42).

Solution

The problem asks you to find the probability P(T>2.42)P(T > 2.42) for a t-distribution with 12 degrees of freedom.

To solve this:

  1. We need to find the cumulative probability for the t-value T=2.42T = 2.42 using the t-distribution table or a calculator.
  2. We will subtract this cumulative probability from 1 to get P(T>2.42)P(T > 2.42).

Steps:

  • Use a t-distribution table or a calculator that can handle t-distributions to find P(T2.42)P(T \leq 2.42) for 12 degrees of freedom.

  • Once you have the value P(T2.42)P(T \leq 2.42), subtract it from 1:

    P(T>2.42)=1P(T2.42)P(T > 2.42) = 1 - P(T \leq 2.42)

Using a calculator or a tool like Excel:

You can calculate this value using an online t-distribution calculator or software like Excel. In Excel, you would use:

excel
=TDIST(2.42, 12, 1)

This will give you the one-tailed p-value for P(T>2.42)P(T > 2.42).

Would you like a detailed breakdown of these calculations or further clarification?


Here are 5 related questions:

  1. What is a t-distribution, and when is it used instead of a normal distribution?
  2. How do you calculate probabilities using a t-distribution table manually?
  3. What is the relationship between degrees of freedom and the shape of the t-distribution?
  4. How do you interpret the p-value in the context of hypothesis testing?
  5. How does the result change if we change the degrees of freedom?

Tip: Remember, the larger the degrees of freedom, the closer the t-distribution approximates the normal distribution.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

t-distribution
probability
degrees of freedom

Formulas

P(T > 2.42) = 1 - P(T ≤ 2.42)

Theorems

t-distribution properties

Suitable Grade Level

College level (Intro to Statistics)