Practice Steps in Hypothesis Testing - 4.3 | 4. Statistical Inference and Hypothesis Testing | Data Science Advance
K12 Students

Academics

AI-Powered learning for Grades 8–12, aligned with major Indian and international curricula.

Professionals

Professional Courses

Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.

Games

Interactive Games

Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.

Typing
Memory
Math
English Adventures
Knowledge

4.3 - Steps in Hypothesis Testing

Enroll to start learning

You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.

Learning

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What do H₀ and H₁ represent in hypothesis testing?

💡 Hint: Think of what each hypothesis is trying to convey.

Question 2

Easy

What is a typical value for the significance level (α)?

💡 Hint: Recall common conventions in hypothesis testing.

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 a null hypothesis (H₀) represent?

  • An assumption of no effect
  • An assumption of a significant effect
  • Both

💡 Hint: Focus on what the term 'null' implies.

Question 2

The significance level (α) is typically set at what value?

  • 0.01
  • 0.05
  • 0.10

💡 Hint: Recall the common standards in statistics.

Solve 2 more questions and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Consider a scenario where a company claims its new product increases efficiency. You want to test this claim with a significance level of 0.05. Describe the steps you would take in hypothesis testing, including definitions for H₀ and H₁.

💡 Hint: Break down the process and relate each step to the scenario.

Question 2

You are conducting a study based on a sample of heights and notice your p-value is 0.08. With α set to 0.05, what are your conclusions? How does this impact future research?

💡 Hint: Think about the implications of your statistical decision.

Challenge and get performance evaluation