Practice Summary - 4.8 | 4. Statistical Inference and Hypothesis Testing | Data Science Advance
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is the purpose of statistical inference?

πŸ’‘ Hint: Think about how we draw conclusions from samples.

Question 2

Easy

Define the null hypothesis.

πŸ’‘ Hint: Remember it’s the default assumption.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What does statistical inference allow us to do?

  • Make generalizations about a population
  • Confirm data correctness
  • None of the above

πŸ’‘ Hint: Think about the link between sample and population.

Question 2

Type II error occurs when:

  • True
  • False

πŸ’‘ Hint: Reflect on what Type II error means.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Design an experiment to test if a new educational app improves student performance. Develop your null and alternative hypotheses, and describe how you would collect data and analyze results.

πŸ’‘ Hint: Consider control and experimental groups to structure your analysis.

Question 2

You conducted a survey about a new product and received a p-value of 0.03. Explain what this number indicates about the null hypothesis at a significance level of 0.05.

πŸ’‘ Hint: Reflect on the relationship between p-value and significance level.

Challenge and get performance evaluation