Exploring Pearson's Correlation Coefficient in Data Analysis

Exploring Pearson's Correlation Coefficient in Data Analysis

Assessment

Interactive Video

Mathematics

8th - 12th Grade

Easy

CCSS
HSS.ID.B.5, HSS.ID.C.8

Standards-aligned

Created by

Jackson Turner

Used 5+ times

FREE Resource

Standards-aligned

CCSS.HSS.ID.B.5
,
CCSS.HSS.ID.C.8
The video tutorial explains Pearson's product moment correlation coefficient, represented by 'r', used to measure the strength of a relationship between two variables. It covers how to interpret R values, ranging from -1 to 1, indicating perfect negative to perfect positive correlations. The tutorial also discusses the limitations of R values, emphasizing their applicability to linear relationships and the impact of outliers. Practical guidance on calculating R values using a calculator is provided, along with exercises to practice identifying R values from scatter plots.

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10 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does Pearson's product moment correlation coefficient measure?

The average of two variables

The strength of a relationship between two variables

The sum of two variables

The difference between two variables

Tags

CCSS.HSS.ID.C.8

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What R value represents a perfect positive relationship?

0.25

0.75

0.5

1

Tags

CCSS.HSS.ID.B.5

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which R value range indicates a moderate positive relationship?

0.75 to 1

0.5 to 0.75

0 to 0.25

0.25 to 0.5

Tags

CCSS.HSS.ID.B.5

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does an R value of -1 signify?

No relationship

Perfect negative relationship

Moderate negative relationship

Weak positive relationship

Tags

CCSS.HSS.ID.B.5

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which R value range indicates a weak negative relationship?

-0.75 to -1

-0.25 to -0.5

-0.5 to -0.75

0 to -0.25

Tags

CCSS.HSS.ID.B.5

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does an R value of zero indicate?

Perfect positive relationship

No correlation

Moderate positive relationship

Perfect negative relationship

Tags

CCSS.HSS.ID.B.5

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What type of relationships is Pearson's correlation coefficient designed for?

Linear relationships

Curvilinear relationships

Logarithmic relationships

Exponential relationships

Tags

CCSS.HSS.ID.B.5

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