Question

What is the Slope and Y-intercept of this chart? x y 4 10.96 5 10.1 6 9.94 7 9.68 8 9.42 9 9.16 10 10.8 11 9.64 12 11.58 13 10.22 14 12.36 15 13

222

likes
1108 views

Answer to a math question What is the Slope and Y-intercept of this chart? x y 4 10.96 5 10.1 6 9.94 7 9.68 8 9.42 9 9.16 10 10.8 11 9.64 12 11.58 13 10.22 14 12.36 15 13

Expert avatar
Adonis
4.4
104 Answers
To find the slope and y-intercept of the line that best fits the given data, we will use the least squares regression method.

Step 1: Calculate the means of x and y:
\bar{x}=\frac{1}{n}\sum_{i=1}^nx_i=\frac{4+5+6+7+8+9+10+11+12+13+14+15}{12}=9.5
\bar{y}=\frac{1}{n}\sum_{i=1}^ny_i=\frac{10.96+10.1+9.94+9.68+9.42+9.16+10.8+9.64+11.58+10.22+12.36+13}{12}=10.5717

Step 2: Calculate the slope:
m = \frac{\sum_{i=1}^{n} (x_i - \bar{x})(y_i - \bar{y})}{\sum_{i=1}^{n} (x_i - \bar{x})^2}
\sum_{i=1}^n(x_i-\bar{x})(y_i-\bar{y})=(4-9.5)(10.96-10.5717)+\cdots+(15-9.5)(13-10.5717)=28.27
\sum_{i=1}^n(x_i-\bar{x})^2=(4-9.5)^2+(5-9.5)^2+\cdots+(15-9.5)^2=143
m=\frac{28.27}{143}\approx0.1977

Step 3: Calculate the y-intercept:
b=\bar{y}-m\bar{x}=10.5717-(0.1977\times9.5)\approx8.6936

Therefore, the equation of the line that best fits the data is y=0.1977x+8.6936 .

Answer: The slope is 0.1977 and the y-intercept is 8.6936.

Frequently asked questions (FAQs)
Find the value of x if triangle ABC is congruent to triangle DEF given that AB = 5 cm, BC = 8 cm, and EF = 4 cm.
+
Math question: What is the general equation of a parabola in vertex form and how does the coefficient 'a' affect its characteristics?
+
What is the value of sin(π/3) + cos(7π/6)?
+
New questions in Mathematics
Let the vectors be u=(-1,0,2) , v=(0,2,-3) , w=(2,2,3) Calculate the following expressions a)<u,w> b) &lt;2u- 5v,3w&gt;
One contestant on a game show has 1,500 points and another contestant has -250 points. What is the difference between the scores of the contestants?
Imagine that you are in an electronics store and you want to calculate the final price of a product after applying a discount. The product you are interested in has an original price of $1000 MN, but, for today, the store offers a 25% discount on all its products. Develop an algorithm that allows you to calculate the final price you will pay, but first point out the elements.
(m²-121)
(5-(4-3)*3)-(8+5))
Determine the momentum of a 20 kg body traveling at 20 m/s.
2/3+5/6×1/2
Reparameterize the curve r(t)= cos(t)i without (t)j (t)k by the arc length.
Which of the methods below can be used to workout 95% of an amount? a. Dividing the amount 100 and multiply by 95 b. Working out 5% of the amount and taking it away from the full amount c. Dividing 95 by 100 and multiplying the answer by the amount d. Dividing the amount by 95 and then multiply by 100
P(Z<z)=0.1003
User One of the applications of the derivative of a function is its use in Physics, where a function that at every instant t associates the number s(t), this function s is called the clockwise function of the movement. By deriving the time function we obtain the velocity function at time t, denoted by v(t). A body has a time function that determines its position in meters at time t as S(t)=t.³√t+2.t . Present the speed of this body at time t = 8 s.
Take the limit of (sin(x-4))/(tan(x^2 - 16) as x approaches 4.
The grading on a $159,775 house comes to $3974.75. What percent of the total cost is this? (Express your answer to the nearest hundredth percent.)
Give an example of a function defined in R that is continuous in all points, except in the set Z of integers.
effectiveness of fiscal and monetary policy under closed and open economies
A buyer purchased a North Carolina home for $475,250. The seller allowed the buyer to assume his first small mortgage with a loan balance of $110,000. How much is the excise tax paid in the transaction? $951 $729.50 $950.50 $221 none of the above
Today a father deposits $12,500 in a bank that pays 8% annual interest. Additionally, make annual contributions due of $2,000 annually for 3 years. The fund is for your son to receive an annuity and pay for his studies for 5 years. If the child starts college after 4 years, how much is the value of the annuity? solve how well it is for an exam
answer this math question The scale on a map is drawn so that 5.5 inches corresponds to an actual distance of 225 miles. If two cities are 12.75 inches apart on the map, how many miles apart are they? (Round to the nearest tenth) miles apart. The two cities are how many miles apart
-1/3x+15=18
The domain of the function f(x)=x+7x2−144 is (−∞,), ( ,), and ( , ∞).