the table shows the number of flowers in four bouquets and the total cost of each bouquet. what is the…

the table shows the number of flowers in four bouquets and the total cost of each bouquet. what is the correlation coefficient for the data in the table? cost of bouquets\n|number of flowers in the bouquet|total cost|\n|----|----|\n|8|$12|\n|12|$40|\n|6|$15|\n|20|$20|\n -0.57\n -0.28\n 0.28\n 0.57

the table shows the number of flowers in four bouquets and the total cost of each bouquet. what is the correlation coefficient for the data in the table? cost of bouquets\n|number of flowers in the bouquet|total cost|\n|----|----|\n|8|$12|\n|12|$40|\n|6|$15|\n|20|$20|\n -0.57\n -0.28\n 0.28\n 0.57

Answer

Answer:

0.28

Explanation:

Step1: Recall correlation - coefficient formula

The formula for the correlation coefficient $r$ is $r=\frac{n(\sum xy)-(\sum x)(\sum y)}{\sqrt{[n\sum x^{2}-(\sum x)^{2}][n\sum y^{2}-(\sum y)^{2}]}}$. Let $x$ be the number of flowers and $y$ be the total cost.

Step2: Calculate sums

For the given data:

$x$ $y$ $xy$ $x^{2}$ $y^{2}$
8 12 96 64 144
12 40 480 144 1600
6 15 90 36 225
20 20 400 400 400

$\sum x=8 + 12+6 + 20=46$, $\sum y=12 + 40+15 + 20=87$, $\sum xy=96+480+90+400 = 1066$, $\sum x^{2}=64 + 144+36+400=644$, $\sum y^{2}=144+1600+225+400 = 2369$, and $n = 4$.

Step3: Substitute into the formula

$n(\sum xy)=4\times1066 = 4264$, $(\sum x)(\sum y)=46\times87=4002$, $n\sum x^{2}=4\times644 = 2576$, $(\sum x)^{2}=46^{2}=2116$, $n\sum y^{2}=4\times2369 = 9476$, $(\sum y)^{2}=87^{2}=7569$.

The numerator is $n(\sum xy)-(\sum x)(\sum y)=4264 - 4002=262$.

The denominator: [ \begin{align*} &\sqrt{(2576 - 2116)(9476 - 7569)}\ =&\sqrt{460\times1907}\ =&\sqrt{877220}\ \approx&936.5 \end{align*} ]

$r=\frac{262}{936.5}\approx0.28$.