Doing a t-test using R programming (in 4 minutes)

Doing a t-test using R programming (in 4 minutes)

Assessment

Interactive Video

Computers

10th - 12th Grade

Hard

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This video tutorial provides a quick guide on performing a T test in R, focusing on the code required without delving into the statistical theory. It uses the Tidyverse package for data preparation, specifically using a Star Wars dataset to compare the average heights of male and female characters. The tutorial explains the T test function, its arguments, and how to interpret the results, including the significance of the p-value. Advanced options for the T test are also discussed, such as changing parameters and using pipe operators. The video concludes with a mention of additional resources for deeper learning.

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5 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the null hypothesis when conducting a T test comparing the heights of males and females in the Star Wars universe?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe how the T test function is structured in R as mentioned in the video.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the significance of the P value in the context of the T test results discussed in the video.

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the use of the tidyverse enhance the process of conducting a T test in R?

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What additional arguments can be included in the T test function in R, and how do they affect the test?

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