Practice Confidence Intervals - 4.5 | 4. Statistical Inference and Hypothesis Testing | Data Science Advance
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Confidence Intervals

4.5 - Confidence Intervals

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is a confidence interval?

💡 Hint: Think about what it means to estimate a parameter.

Question 2 Easy

What is the purpose of the population standard deviation in the confidence interval formula?

💡 Hint: Consider how variability impacts your estimates.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What does a 95% confidence interval imply?

It contains the true population parameter in 95% of cases
It guarantees the true parameter is within the range
It implies absolute certainty in estimates

💡 Hint: Think about how confidence intervals reflect sampling behavior.

Question 2

True or False: A wider confidence interval indicates greater precision in estimating the population parameter.

True
False

💡 Hint: Consider the relationship between width and certainty.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

A researcher claims the average height of a species of tree is 15 feet. They collect a sample of 50 trees, which has a mean height of 14.5 feet and a standard deviation of 2 feet. Calculate the 95% confidence interval and discuss its implications.

💡 Hint: Use the provided formula and keep the critical z-value in mind for your calculations.

Challenge 2 Hard

If a sample of 30 students has a mean score of 85 on a final exam with a standard deviation of 5, construct a 99% confidence interval. What does this say about the strength of your estimate?

💡 Hint: Remember to find the appropriate z-value for the 99% confidence level.

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