Math Problem Statement

The data below are the temperatures on randomly chosen days during a summer class and the number of absences on those days. Calculate the correlation​ coefficient, r. Start 2 By 10 Table 1st Row 1st Column Temperatur comma x 2nd Column 76 3rd Column 89 4st Column 95 5st Column 94 6st Column 92 7st Column 102 8st Column 79 9st Column 104 10st Column 84 2nd Row 1st Column Number of absences comma y 2nd Column 11 3rd Column 15 4st Column 18 5st Column 18 6st Column 16 7st Column 23 8st Column 12 9st Column 23 10st Column 13 EndTable

Question content area bottom Part 1 A. 0.890 B. 0.980 C. 0.819 D. 0.881

Solution

The correlation coefficient rr is approximately 0.9800.980.

Thus, the correct answer is: B. 0.980

Would you like more details or explanations on this calculation?

Here are five related questions to deepen your understanding:

  1. What does the correlation coefficient tell us about the relationship between two variables?
  2. What are the limits of the correlation coefficient rr, and what do they represent?
  3. How would you interpret a correlation of r=0.980r = 0.980 in this context?
  4. What are some factors that can affect the accuracy of the correlation coefficient?
  5. Can correlation imply causation in this case?

Tip: A correlation close to 11 indicates a strong positive linear relationship between the two variables.

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Math Problem Analysis

Mathematical Concepts

Statistics
Correlation Coefficient

Formulas

Pearson correlation coefficient formula: r = Σ((x - mean(x))(y - mean(y))) / sqrt(Σ(x - mean(x))^2 * Σ(y - mean(y))^2)

Theorems

Pearson correlation theorem

Suitable Grade Level

Grades 10-12