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
105 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)
Question: Determine the axis of symmetry, vertex, and focus of the parabola with the equation 𝑦 = 2𝑥². (
+
How many milliliters are in 1.5 liters?
+
Math question: Solve for x: log₂(x) + log₄(x) = log₈(64).
+
New questions in Mathematics
1 + 1
How much volume of water in MegaLiters (ML) is required to irrigate 30 Hectare crop area with depth of 20mm?
Two fire lookouts are 12.5 km apart on a north-south line. The northern fire lookout sights a fire 20° south of East at the same time as the southern fire lookout spots it at 60° East of North. How far is the fire from the Southern lookout? Round your answer to the nearest tenth of a kilometer
a ferry travels 1/6 of the distance between two ports in 3/7 hour. The ferry travels at a constant rate. At this rate, what fraction of the distance between the two ports can the ferry travel in one hour.
-6n+5=-13
The actual length of an object is 1.3 m . If the blueprint uses a scale of 1 : 12 , what is the length of the line on the drawing?
(2b) to the 1/4th power. Write the expression in radical form.
The durability of a tire of a certain brand is a Normal random variable with an average of 64,000 km and a standard deviation of 9,000 km. Assuming independence between tires, what is the probability that the 4 tires on a car will last more than 58,000 km?
Log5 625
The ninth term of a given geometric progression, with reason q , is 1792, and its fourth term is 56. Thus, calculate the fourth term of another geometric progression, whose ratio is q +1 and whose first term is equal to the first term of the first P.G. described.
DuocUC 2) The cost C, in pesos, for the production of x meters of a certain fabric can be calculated through the function: (x+185) C(x)=81300-6x+ 20000 a) It is known that C(90) 5.344. Interpret this result. (2 points) b) Calculate C'(x) (2 points) 3 x²+111x-0.87 20000 2000 c) Function C calculates the cost while producing a maximum of 500 meters of fabric. Determine the values of x at which the cost of production is increasing and the values of x at which the cost is decreasing. (3 points) d) If a maximum of 500 meters of fabric are produced, what is the minimum production cost? (
Use the power rule for logarithms to solve the following word problem exactly. If you invest $1, 000 at 5% interest compounded annually, how many years will it take before you have $2,000?
Determine the increase of the function y=4x−5 when the argument changes from x1=2 to x2=3
If a|-7 and a|9, then a|-63
Find the zero of the linear function 8x + 24 = 0
prove that for sets SS, AA, BB, and CC, where AA, BB, and CC are subsets of SS, the following equality holds: (A−B)−C=(A−C)−(B−C)
a coffee shop has 9 types of creamer and 11 types of sweetener. In how any ways can a person make their coffee?
Paola went on vacation for 15 days if it rained 20% of the days. How many days did it rain?
Hola👋🏻 Toca en "Crear Nueva Tarea" para enviar tu problema de matemáticas. ¡Uno de nuestros expertos comenzará a trabajar en ello de inmediato!
The car with an irresponsible driver starts to brake when it goes through a red light. When passing the traffic light, he does so at a speed of 115 kph in the right lane. Further ahead, 70 meters from the traffic light, a child is crossing the street and falls. If the effect of the car's brakes is equivalent to a deceleration of magnitude 5.7m/s². Is the child hit by the car or not? How far from the traffic light does the car stop?