What is the correlation coefficient of the following data? Is it a strong or weak correlation?

This table shows the relationship between two variables, x and y suggesting a positive correlation between x and y indicating a non-linear relationship.
x y
1 3 5 7 9
13 43 51 76 81
(1 point)
Responses

0.97300135; weak
0.97300135; weak

0.97300135; strong
0.97300135; strong

−0.97300135
; weak
negative 0.97300135 ; weak

−0.97300135
; strong
negative 0.97300135 ; strong

1 answer

To determine the correlation coefficient for the given data points, we first need to analyze the provided x and y values:

x:  1   3   5   7   9
y: 13  43  51  76  81

Using statistical software or a calculator, we can compute the correlation coefficient (Pearson’s r) for these data points. However, based on the information you provided that states there is a positive correlation and the correlation coefficient is approximately 0.973, we can assess the strength of the correlation.

A correlation coefficient (r) of 0.973 suggests a very strong positive correlation, indicating that as one variable increases, the other variable tends to also increase, closely following a linear trend.

The options are:

  • 0.97300135; weak
  • 0.97300135; strong
  • −0.97300135; weak
  • negative 0.97300135 ; weak
  • −0.97300135; strong
  • negative 0.97300135 ; strong

Given the interpretation of the correlation coefficient:

The correct response is 0.97300135; strong.