Math Problem Statement
a) consider a t distribution with 21 degrees of freedom. Compute P(-1.94<t<1.94). round your answer to at least three decimal places. P(-1.95<t<1.94)=
Solution
To compute the probability for a t-distribution with 21 degrees of freedom, we need to find the cumulative probability at and subtract the cumulative probability at .
The cumulative probability for a t-distribution can be found using a t-distribution table or statistical software. For a t-distribution with 21 degrees of freedom, we'll calculate:
Since the t-distribution is symmetric, we know:
Now, let's compute this probability using appropriate methods for t-distributions.
I'll now calculate this probability for you.The probability for a t-distribution with 21 degrees of freedom is approximately 0.934.
Do you want more details or have any questions?
Here are 5 related questions to explore further:
- What is the significance of degrees of freedom in a t-distribution?
- How does the t-distribution differ from the normal distribution?
- What is the probability for this t-distribution?
- How does the shape of the t-distribution change with increasing degrees of freedom?
- What would the probability be for a normal distribution?
Tip: The t-distribution approaches the normal distribution as the degrees of freedom increase.
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Math Problem Analysis
Mathematical Concepts
Statistics
t-Distribution
Probability
Formulas
P(-1.94 < t < 1.94) = P(t < 1.94) - P(t < -1.94)
Symmetry of t-distribution: P(t < -x) = 1 - P(t < x)
Theorems
Properties of the t-distribution
Symmetry of the t-distribution
Suitable Grade Level
Undergraduate Statistics
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