In order to find the best-fitted line for bivariate data, we we minimize the sum of squared errors (e²) as it eliminates the positive and negative error issues and it is more sensitive to extreme values.
In order to use linear regression, the following assumptions must be met because i. the magnitude of any error εi does not influence the value of the next error εi+1. ii. it guarantees that the model is unbiased. iii. ensures that the model's predictions are equally reliable. iv. allows us to make statistical inferences.
To determine the best-fitted line for bivariate data, we minimize the sum of squared errors (e²) rather than just minimizing the individual errors (ei) because:
1. Squaring the errors eliminates the issue of positive and negative errors canceling each other out, ensuring that we focus on the total magnitude of the errors.
2. Minimizing the sum of squared errors is more sensitive to extreme values, allowing us to achieve a better overall fit to the data.
In order to use linear regression, the following assumptions must be met:
i. The errors (ε1, ..., εn) are random and independent, meaning that the magnitude of any error εi does not influence the value of the next error εi+1. This assumption ensures that the regression model is unbiased and that the errors do not follow a systematic pattern, which could lead to incorrect predictions.
ii. The errors (ε1, ..., εn) all have a mean of 0. This assumption guarantees that the model is unbiased, as it ensures that the overall error is not systematically over- or under-estimating the relationship between the variables.
iii. The errors (ε1, ..., εn) all have the same variance, denoted by σ². This assumption of homoscedasticity ensures that the model's predictions are equally reliable across the entire range of predictor values.
iv. The errors are normally distributed. This assumption allows us to make statistical inferences about the model parameters and predictions, as many statistical tests rely on the normality assumption for their validity.
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what is the measure of this angle? god bless help pls
Answer:
The angle SQR is half the intercepted arc SR which is 43°
ronald lau, chief engineer at south dakota electronics, has to decide whether to build a new state-of-the-art processing facility. if the new facility works, the company could realize a profit of $200,000. if it fails, south dakota electronics could lose $190,000. at this time, lau estimates a 50% chance that the new process will fail. the other option is to build a pilot plant and then decide whether to build a complete facility. the pilot plant would cost $5,000 to build. lau estimates a 60% chance that the pilot plant will work. if the pilot plant works, there is a 75% probability that the complete plant, if it is built, will also work. if the pilot plant does not work, there is only a 30% chance that the complete project (if it is constructed) will work. lau faces a dilemma. by analyzing this problem, help lau to maximize his expected payoff. what is the best decision you recommend for lau and what is the expected payoff? write your answer in the space below
I recommend that Ronald Lau build the pilot plant first to maximize his expected payoff. The expected payoff for this decision is $55,000.
To help Ronald Lau maximize his expected payoff, we can use decision analysis to evaluate the potential outcomes and probabilities of each decision.
The first decision is whether to build the new facility directly or to build the pilot plant first and then decide whether to build the complete facility.
If the new facility is built directly, the expected payoff is $200,000 × 0.5 + (-$190,000) × 0.5 = $5,000.
If the pilot plant is built first, the expected payoff is:
$5,000 + $200,000 × 0.75 × 0.6 + (-$190,000) × 0.25 × 0.6 = $55,000
or
$5,000 + (-$190,000) × 0.75 × 0.4 + $200,000 × 0.25 × 0.4 = -$45,000
The best decision is to build the pilot plant first since this decision has a higher expected payoff of $55,000 compared to the expected payoff of $5,000 for building the new facility directly.
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2x^(3)-3x^(2)+5-3x^(2)+2x^(2)-4x-9
Answer:
2x^(3) - 4x^(2) - 4x - 4.
Step-by-step explanation:
2x^(3)-3x^(2)-3x^(2)+2x^(2)-4x-9
Bring like terms together:
= 2x^(3) - 3x^(2) - 3x^(2) + 2x^(2) - 4x + 5 - 9
Now simplify:
= 2x^(3) - 4x^(2) - 4x - 4.
Answer:
\(2x^3-4x^2-4x-4\)
Step-by-step explanation:
Subtract the numbers
\(2x^3-3x^2+5-3x^2+2x^2-4x-9\)
\(2^3-3^2-4-3^2+2^2-4\)
Combine like terms
\(2x^3-3x^2-4-3x^2+2x^2-4x\)
\(2^3-4^2-4-4\)
Rearrange terms
\(2x^3-4x^2-4-4x\)
\(2^3-4^2-4-4\)
Solution:
\(2x^3-4x^2-4x-4\)
Help please help with the question ♥️
Answer:
39 ft^2
Step-by-step explanation:
area of small rectangle
length = 3 ft
breadth = 1 ft
area of rectangle = l*b
=3*1
=3 ft^2
area of big rectangle
length = 12 ft
breadth = 3 ft
area of rectangle = l*b
=12*3
=36 ft^2
area of the figure = area of small rectangle + area of big rectangle
=3 + 36 ft^2
=39 ft^2
Use the picture below to
# 1) Your realized income is $3,543.22/month.
determine your fixed expenses each month. How much could you save per
month if you take 25% of your discretionary monies and put it in a savings
account?
The amount you could save per month would be 25% of your discretionary money.
How much could you save per month if you take 25% of your discretionary money?Discretionary income is the money you have left over after paying taxes and necessary cost-of-living expenses.
The formula for discretionary money is: Discretionary money = Realized income - Fixed expenses. Inputting data, we have: Discretionary money = $3,543.22 - Fixed expenses
Amount to be saved = 25% of discretionary money
Amount to be saved = 0.25 * (Realized income - Fixed expenses)
Therefore, the amount savable is calculated as 0.25 times the difference between your realized income and fixed expenses.
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Which equation should you use to solve for x?
40°
60°
16x
O 60 + 16x + 40 = 180
O 60 + 40 = 16x
0 60 + 16x = 40
O 60 + 16x + 40 = 90
Answer:
1st Option
Step-by-step explanation:
All angles in a triangle must add up to 180°.
Step 1: Set up equation
40° + 60° + 16x = 180°
Step 2: Rewrite
60° + 16x + 40° = 180°
Answer:
Option: A.
Step-by-step explanation:
Hey there!
In the given triangle;
60° +16x° + 40° = 180° { Sum of interior angle of a triangle}
100° + 16x= 180°
16x = 180° - 100°
\(x = \frac{80}{16} \)
Therefore, X= 5°.
So, Option A (equation) is used for solving the value of"X".
Hope it helps...
Finding Angle Measures When Parallel Lines Are Cut By a Transversal
Answer and Explanation:
m∠1 = 43° because opposite angles are congruent
m∠2 = 137° because ∠2 and 43° are supplementary, so m∠2 + 43° = 180°
m∠3 = 137° because opposite angles are congruent, so m∠3 = m∠2
m∠5 = 43° because alternate angles are congruent
m∠6 = 137° because ∠5 and ∠6 are supplementary, so 43° + m∠6 = 180°
m∠7 = 137° because alternate exterior angles are congruent, so m∠7 = m∠2
m∠8 = 43° because alternate exterior angles are congruent, so m∠8 = m∠1
Answer:
angle 1: 43
angle 2: 137
Step-by-step explanation:
Lets find angle 1 first :)
Since oposite diagonal angles are the same, this will make angle 1 43 degrees :)
Now lets find angle 2!
Since 1 was 43 degrees, and a flat line is 180 degrees we must subtract!
Lets do that now!
180 - 43 = 137
Angle 2 will be 137 degrees!
Have an amazing day!!
Please rate!!
.
1.Bill buys a pair of Air Jordan basketball shoes from Foot Locker.
• The shoe's original price is $199
They were on sale for 20% off the original price
• The shoe's had a slight scratch, so he receives an additional 5% off the sale
price.
How much does Bill pay for the Air Jordan's, including HST?
Bill will pay 50$. ... ... ...........,..........
extra lett shsbss s gs gs sg ss gss s a as sa an s sababsg sbs sg sbasba ssb assbs sb sbbshs s sjbjsabs poits
1+1
Answer:
1+1=2
Step-by-step explanation:
easy lol
pls help me and explain how to do this
The slope of the line is -3/4.
What is a line?
A line is an object in geometry that is indefinitely long and has neither breadth nor depth nor curvature. Since lines can exist in two, three, or higher dimensional environments, they are one-dimensional things. The term "line" can also be used to describe a line segment in daily life that contains two locations that serve as its ends.
The points on the line are (-4, 5), (0,2), (4, -1).
The slope of a line that passes through the points (x₁, y₁) and (x₂, y₂) is (y₂ - y₁)/(x₂ - x₁).
The slope of the line is
(2 - 5)/(0 - (-4)) = -3/4
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Each month, Morse budgets $1,720 for fixed expenses, $ 1,021 for living expenses, and $135 for annual expenses. His annual net income is $ 64,420. Describe his monthly budget by using a positive number to show how much of a surplus there is, a negative number to show how much of a deficient there is, or zero if it is a balance budget. Round answer to the nearest whole number. For units use a word not a symbol. Be sure to attach your work for credit
The value of surplus each month of $2492.33.
What is Addition?The process of combining two or more numbers is called the Addition. The 4 main properties of addition are commutative, associative, distributive, and additive identity.
Given monthly expenditure:
Fixed expenses = $1720
Living expenses = $1021
Annual expenses = $135
⇒ total monthly expenditure = 1720 + 1021 + 135 = $2,876
Given annual income:
Annual net income = $64,420
⇒ total monthly net income = 64,420 ÷ 12 = $5,368.33 (nearest cent)
Comparing the monthly income and expenditure, we can see that he earns more than he spends, so there will be a surplus.
⇒ total monthly net income - total monthly expenditure
= 5368.33 - 2876 = $2492.33
So, there is a surplus each month of $2492.33.
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What is the 45th term of the sequence generated by the formula (-1) 2n+1 ?
Answer:
−0.989010989010
Step-by-step explanation:
what is the 45th term of a sequence generated by the formula tn=(-1)^n * (2n/2n+1)?
When n= 45
tn=(-1)^n*(2n/2n+1)
tn = (-1)^45 * ( 2(45) / 2(45) + 1
= -1 * 90 / (90+1)
= -90 / 91
= −0.989010989010
The 45th term of the sequence generated by the formula tn=(-1)^n*(2n/2n+1) is −0.989010989010
The length of the arc of this semi-circle is 70m. What is the length of the radius?
Answer:
r = 22.3m circa
Step-by-step explanation:
We know that the perimeter of a circle can be calculated as follows:
p = 2\(\pi\)r
So half of perimeter will be:
p/2 = \(\pi\)r
We know that p/s = 70m, therefore:
r = 70m /\(\pi \\\) = 22.3 m circa.
Ann runs a day care center. Of the last 18 children to enroll at the day care center, 8 of them have been elementary school students. Considering this data, how many of the next 9 children to enroll should you expect to be elementary school students?
We would expect that 4 of the next 9 children to enroll will be elementary school students.
What is an expression?An expression contains one or more terms with addition, subtraction, multiplication, and division.
We always combine the like terms in an expression when we simplify.
We also keep all the like terms on one side of the expression if we are dealing with two sides of an expression.
Example:
1 + 3x + 4y = 7 is an expression.
3 + 4 is an expression.
2 x 4 + 6 x 7 – 9 is an expression.
33 + 77 – 88 is an expression.
We have,
If 8 out of the last 18 children to enroll at the daycare center were elementary school students,
We can find the fraction of elementary school students in that group by dividing the number of elementary school students by the total number of children:
= 8/18
= 4/9
This means that 4 out of every 9 children enrolled were elementary school students.
If we want to predict how many of the next 9 children to enroll will be elementary school students,
We can use this ratio:
4/9 of 9 children
= (4/9) x 9
= 4
Therefore,
We would expect that 4 of the next 9 children to enroll will be elementary school students.
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el volumen de un cubo es de 125 cm3 ¿ cuantas veses aumentara el volumen de ese cubo si se duplica la medida de su arista
Answer: 8 times.
Step-by-step explanation:
I will answer in English:
This says:
The volume of a cube is 125cm^3
How many times the volume will increase if we duplicate the lenght of the side?
If L is the lenght of the side, we have that the volume of the cube is:
V = L^3
If we duplicate the lenght of the side, the new volume is:
V = (2*L)^3 = 8*L^3
So we can see that the volume of the new cube is 8 times the volume of the previous cube.
Now, we can do the math, for our original cube we have:
L^3 = 125cm^3
L = 5cm
the new cube has L' = 2*L = 10cm
The volume of this cube is:
V' = L'^3 = 10cm^3 = 1000cm^3
the ratio V'/V is:
1000cm^3/125cm^3 = 8
NORMAL distribution is what shape?
how many in 1st deviation
2nd deviation
3rd deviation
A NORMAL distribution is a symmetrical probability distribution with a bell-shaped curve. It is also called a Gaussian distribution or a normal curve. This distribution is often used in statistics to represent a large number of natural phenomena, such as the distribution of height, weight, or IQ scores in a population.
The first deviation of a NORMAL distribution includes 68.2% of the data. This means that if we were to take a random sample of data from a normally distributed population, about 68.2% of the data would be within one standard deviation of the mean.
The second deviation includes 95.4% of the data. This means that about 95.4% of the data would be within two standard deviations of the mean.
The third deviation includes 99.7% of the data. This means that about 99.7% of the data would be within three standard deviations of the mean.
It is important to note that while these percentages hold true for a NORMAL distribution, they may not apply to other types of distributions.
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There are 5 times as many pens in box a as in box b Tom moves 76 pens from box a to box b
They both have the same amount of pens
How many in box a
Answer:
Step-by-step explanation:
This is a system of equations problem. The first equation comes from the fact that there are 5 times as many pens in box a as there are in box b; that means that if we multiply the amount in b by 5, it will be equal to what's in a:
a = 5b
That's the first equation. The second one comes from when 76 pens are moved from box a to box b. They are equal when this happens; therefore:
a - 76 = b
Using substitution:
5b - 76 = b and
4b = 76. Therefore,
b = 19.
If a = 5b, then a = 5(19) which gives us that there are 95 pens in box a.
Given that,
Let's assume there are x pens in box B.
Now, there will be 5x pens in box A.(Because there are 5 times as many pens in box A than in box B).
They had the same number of pens when Tom moves 76 pens from box A to box B.
So, after moving 76 pens from box A to box B:
Box A contains 5x-76 pens.
Box B contains x+76.
Now, Box A and Box B have the same number of pens.
We have to equate the number of pens in both boxes:
5x-76=x+76
4x=152
x=38
5x=190
Box A has 190 pens.
Consider the figure below where l2 intersects l1 and m∠2=90°.
YOOOO HELP ME PLEASE ASAP LOL ILL MARK YOU AS THE BRAINLEST
Which of the following statements are correct? Select all that apply.
∠1 and ∠4 are adjacent angles.
∠1 and ∠2 are complementary angles.
∠3 and ∠4 are adjacent angles and complementary angles.
∠5 is a vertical angle to the combination of ∠3 and ∠2.
∠1 and ∠3 are vertical angles.
∠4 and ∠5 are adjacent angles, supplementary angles, and form a linear pair.
There is at least one angle bisector in the above graph.
Answer:
Layla bu la 520 and glue 729
Step-by-step explanation:
A recipe called for using 5 1/8 cups of flour before baking and another 8 7/9 cups after baking. What is the total amount of flour needed for the recipe?
Answer:
13 65/72 is your answer.
Step-by-step explanation:
Answer:
13 65/72
Step-by-step explanation:
find the common difference in the linear sequence sequence 69,53,47,30
Find the area. Round your answer to the
nearest tenth.
1.
3.
3 m
18 in.
2.
4.
25 ft
(Just the two bottom ones)
a) The area of the first circle is approximately 254.34 square inches
b) The area of the second circle is approximately 70650 square inches.
a) The area of a circle can be calculated using the formula A = πr², where π (pi) is a mathematical constant approximately equal to 3.14, and r is the radius of the circle.
For the first circle with a diameter of 18 inches, we can find the radius by dividing the diameter by 2:
r = 18/2 = 9 inches
Now we can calculate the area using the formula:
A = πr² = 3.14 x 9² = 254.34 square inches
Therefore, the area of the first circle is approximately 254.34 square inches.
b) For the second circle with a diameter of 25 feet, we need to convert the diameter to inches, since our formula uses radius in inches:
25 feet = 25 x 12 inches = 300 inches
Then we can find the radius by dividing by 2:
r = 300/2 = 150 inches
Now we can calculate the area using the formula:
A = πr² = 3.14 x 150² = 70650 square inches
Therefore, the area of the second circle is approximately 70650 square inches.
Note that the units for the second calculation are in square inches, not square feet, because we used the formula that requires radius in inches.
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What is the slope of this line?
A. 2/3
B. 1/3
C. - 2/3
D. -1/3
The word "and" in probability implies that we use the ____ rule.
A. Subtraction
B. Division
C. Addition
D. Multiplication
The word "and" in probability implies that we use the Multiplication rule.
The correct option is Option D.
What is the Multiplication Rule of Probability?The likelihood of both events A and B occurring, in accordance with the probability multiplication rule, is equal to the product of the probability of B occurring and the conditional probability of event A occurring given that event B occurs.
The relationship between two events is explained by the probability multiplication rule.
Set A∩B represents the events in which both events A and B have occurred for two events A and B related to a sample space S. Consequently, (A∩B) indicates that occurrences A and B happened at the same time. You can write the event A∩B as AB. Using the characteristics of conditional probability, the likelihood of event AB is calculated.
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Which of the following ordered pairs is not a solution of the system of inequalities? y > x2 – 4x – 5 y < –x2 – 5x + 6 Question 62 options: A) (1, 7) B) (1, –7) C) (1, –5) D) (–1, 6)
Answer:
a) (x, y) = (1, 7)
Step-by-step explanation:
Let be the following system of inequalties:
\(y > x^{2}-4\cdot x -5\)
\(y < -x^{2}-5\cdot x +6\)
We can find the right option by evaluating each option in the system of inequalities:
a) (x, y) = (1, 7)
\(7 > 1^{2}-4\cdot (1) -5\)
\(7 < -1^{2}-5\cdot (1) +6\)
Then,
\(7>-8\) (TRUE)
\(7<0\) (FALSE)
(1, 7) is not a solution of the system of inequalities.
b) (x, y) = (1, -7)
\(-7 > 1^{2}-4\cdot (1) -5\)
\(-7 < -1^{2}-5\cdot (1) +6\)
Then,
\(-7 > - 8\) (TRUE)
\(-7< 0\) (TRUE)
(1, -7) is a solution of the system of inequalities.
c) (x, y) = (1, -5)
\(-5 > 1^{2}-4\cdot (1) -5\)
\(-5 < -1^{2}-5\cdot (1) +6\)
Then,
\(-5 > - 8\) (TRUE)
\(-5< 0\) (TRUE)
(1, -5) is a solution of the system of inequalities.
d) (x, y) = (-1, 6)
\(6 > (-1)^{2}-4\cdot (-1) -5\)
\(6 <(-1)^{2}-5\cdot (-1)+6\)
Then,
\(6>0\) (TRUE)
\(6 < 12\) (TRUE)
(-1, 6) is a solution of the system of inequalties.
Therefore, we conclude that correct answer is A.
Answer:
Its Not (1,7) i took the test and missed it
Step-by-step explanation:
A forest contains 24 elk, of which, 8 are captured, tagged, and released. a certain time later, 4 of the 24 elk are captured. what is the probability that 3 of these 4 have been tagged?
The probability that 3 out of the 4 captured elk have been tagged is approximately 0.0053.
To solve this problemWe can use the concept of combinations.
The total number of ways to choose 4 elk out of 24 is given by the combination formula:
C(24, 4) = 24! / (4!(24-4)!) = 10,626
Now, we need to consider the number of ways to choose 3 tagged elk out of the 8 tagged elk and 1 untagged elk. The number of ways to do this is given by:
C(8, 3) * C(1, 1) = 8! / (3!(8-3)!) * 1! / (1!(1-1)!) = 56
Therefore, the probability that 3 out of the 4 captured elk have been tagged is:
P = (Number of ways to choose 3 tagged elk out of 8 tagged elk and 1 untagged elk) / (Total number of ways to choose 4 elk out of 24)
P = 56 / 10,626
Calculating this division gives us the probability:
P ≈ 0.0053
So, the probability that 3 out of the 4 captured elk have been tagged is approximately 0.0053 .
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the more the volume of a cone shaped hole is 12 pi ft3if the hole is 4 ft deep what is the radius of the whole
Answer:
3 ftStep-by-step explanation:
Volume of the cone:
V = 1/3πr²hSubstitute values and solve for r:
12π = 1/2πr²(4)r² = 9x = √9r = 3 ftWhat is the image of the point ( 0 , 1 ) after a rotation of 270 ∘ counterclockwise about the origin?
The image of the point (0,1) after a rotation of 270 degrees counterclockwise about the origin is the point (1,0).
What is trigonometry?
Trigonometry is a branch of mathematics that deals with the relationships between the sides and angles of triangles.
A rotation of 270 degrees counterclockwise about the origin corresponds to a transformation in which every point in the plane is rotated 270 degrees counterclockwise about the origin.
To find the image of the point (0,1) under this transformation, we can use the following formula for a counterclockwise rotation of a point (x,y) about the origin by an angle of θ:
x' = x cos(θ) - y sin(θ)
y' = x sin(θ) + y cos(θ)
Plugging in the values x = 0, y = 1, and θ = 270 degrees, we get:
x' = 0 cos(270°) - 1 sin(270°) = 0 - (-1) = 1
y' = 0 sin(270°) + 1 cos(270°) = 0 + 0 = 0
Therefore, the image of the point (0,1) after a rotation of 270 degrees counterclockwise about the origin is the point (1,0).
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The left and right ends of the normal probability distribution extend indefinitely, never quite touching the horizontal axis. True False
It is false as the left and right ends of the normal probability distribution extend indefinitely, approaching but never touching the horizontal axis.
The statement is false because the left and right ends of the normal probability distribution do not extend indefinitely. In reality, the normal distribution is defined over the entire real number line, meaning it extends infinitely in both the positive and negative directions. However, as the values move further away from the mean (the center of the distribution), the probability density decreases. This means that although the distribution approaches but never touches the horizontal axis at its tails, the probability of observing values extremely far away from the mean becomes extremely low. Thus, while the distribution theoretically extends infinitely, the practical probability of observing values far from the mean decreases rapidly.
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What is the value of "c" in the following quadratic? (Make sure the equation is in
standard form: ax^2 + bx +c= 0)
X^2 +28 = -11x
\(\rule{50}{1}\large\blue\textsf{\textbf{\underline{Given question:-}}}\rule{50}{1}\)
What is the value of c in the quadratic \(\large\text{$x^2+28=-11x$}\)?
\(\rule{50}{1}\large\textsf{\textbf{\underline{Answer and how to solve:-}}}\rule{50}{1}\)
Before starting to solve, you should notice something - the
quadratic is not in its standard form!
We can easily fix it by adding \(\large\textit{11x}\) on both sides:-
\(\large\text{$x^2+28-11x=0$}\)
We can switch the order of 28 and -11x:-
\(\large\text{$x^2-11x+28=0$}\)
Now, the quadratic is in its standard form, so we can get down to
finding the value of "c".
Remember, the standard form of a quadratic looks like so:-
\(\large\text{$ax^2+bx+c=0$}\)Now we can just write our quadratic here:-
\(\large\text{$x^2-11x+28=0$}\)Now, can you see what the value of "c" is?
An easy way to remember "c" in quadratics is:-
The "c" in quadratics is the constant.
Henceforth, we conclude that the value of "c" in the given quadratic is:-
\(\Large\textbf{28}\Large\checkmark\)
Good luck with your studies.\(\rule{50}{1}\smile\smile\smile\smile\smile\smile\rule{50}{1}\)
According to the Rational Root Theorem, which number is a potential root of f(x) = 9x8 + 9x6 – 12x + 7?
Answer:
\(\pm 1, \pm\dfrac{1}{3},\pm\dfrac{1}{9},\pm 7, \pm\dfrac{7}{3},\pm\dfrac{7}{9}\).
Step-by-step explanation:
According to the Rational Root Theorem, the potential roots of a polynomial are
\(x=\pm\dfrac{p}{q}\)
where, p is a factor of constant and q is a factor of leading term.
The given polynomial is
\(f(x)=9x^8+9x^6-12x+7\)
Here, 9 is the leading term and 7 is constant.
Factors of 9 are ±1, ±3, ±9.
Factors of 7 are ±1, ±7.
Using rational root theorem, the rational or potential roots are
\(x=\pm 1, \pm\dfrac{1}{3},\pm\dfrac{1}{9},\pm 7, \pm\dfrac{7}{3},\pm\dfrac{7}{9}\)
Therefore, the potential root of f(x) are \(\pm 1, \pm\dfrac{1}{3},\pm\dfrac{1}{9},\pm 7, \pm\dfrac{7}{3},\pm\dfrac{7}{9}\).
Answer:
its D, 3/7.
Step-by-step explanation:
just did it egen2020