1. Consider the following pairs of observations: X Y 2 1 0 3 3 4 3 6 5 7 a. Find the least squares line. b. Find the correlation coefficient. c. Find the coefficient of determination. d. Find a 99% co

Answers

Answer 1

a. The least square line or regression equation is y = 0.93939x + 1.75758

b. The correlation coefficient is 0.723

c. The coefficient of determination is 0.523

d. The 99% confidence interval is (-9.763, 10.209)

What is the least square line?

Sum of X = 13

Sum of Y = 21

Mean X = 2.6

Mean Y = 4.2

Sum of squares (SSX) = 13.2

Sum of products (SP) = 12.4

Regression Equation = y = bX + a

b = SP/SSX = 12.4/13.2 = 0.93939

a = MY - bMX = 4.2 - (0.94*2.6) = 1.75758

y = 0.93939X + 1.75758

b. let's calculate the correlation coefficient (r):

Calculate the mean of x and y:

x₁ = (2 + 0 + 3 + 3 + 5) / 5 = 13 / 5 = 2.6

y₁ = (1 + 3 + 4 + 6 + 7) / 5 = 21 / 5 = 4.2

Calculate the deviations from the mean for x and y:

dx = x - x₁

dx = 2 - 2.6 = -0.6

dx  = 0 - 2.6 = -2.6

dx = 3 - 2.6 = 0.4

dx = 3 - 2.6 = 0.4

dx = 5 - 2.6 = 2.4

dy = y - y₁

dy = 1 - 4.2 = -3.2

dy = 3 - 4.2 = -1.2

dy = 4 - 4.2 = -0.2

dy = 6 - 4.2 = 1.8

dy = 7 - 4.2 = 2.8

Calculate the sum of the products of deviations:

Σdx * dy = (-0.6)(-3.2) + (-2.6)(-1.2) + (0.4)(-0.2) + (0.4)(1.8) + (2.4)(2.8)

Σdx * dy = 1.92 + 3.12 - 0.08 + 0.72 + 6.72

Σdx * dy = 12.4

Calculate the sum of the squares of deviations:

Σ(dx)² = (-0.6)² + (-2.6)² + (0.4)² + (0.4)² + (2.4)²

Σ(dx)² = 0.36 + 6.76 + 0.16 + 0.16 + 5.76

Σ(dx)²  = 13.2

Σ(dy)² = (-3.2)² + (-1.2)² + (-0.2)² + (1.8)² + (2.8)²

Σ(dy)²  = 10.24 + 1.44 + 0.04 + 3.24 + 7.84

Σ(dy)² = 22.8

Calculate the correlation coefficient (r):

r = Σdx * dy / √(Σ(dx)² * Σ(dy)²)

r = 12.4 / √(13.2 * 22.8)

r = 0.723

c. let's find the coefficient of determination (r²):

r² = 0.723²

r = 0.523

d. Finally, let's find the 99% confidence level:

To find the confidence interval, we need the critical value corresponding to a 99% confidence level and the standard error of the estimate.

Calculate the standard error of the estimate (SE):

SE = √((1 - r²) * Σ(dy)² / (n - 2))

SE = √((1 - 0.523) * 22.8 / (5 - 2))

SE = 1.90

Find the critical value at a 99% confidence level for n - 2 degrees of freedom.

For n - 2 = 3 degrees of freedom, the critical value is approximately 3.182.

Calculate the margin of error (ME):

ME = critical value * SE

ME = 3.182 * 3.300 = 10.5

Determine the confidence interval:

Confidence interval = r ± ME

Confidence interval = 0.723 ± 10.486

Therefore, the correlation coefficient is approximately 0.723, the coefficient of determination is approximately 0.523, and the 99% confidence interval is approximately (-9.763, 10.209).

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Related Questions

2 kg mass is placed at the end of a lever which is 20 cm from the pivoting point. If the mass is transferred to other side of the lever which is 10 cm from the pivot, then what will be the effective mass? a. 2 kg b. 20 kg c. 8 kg d. 25 kg

Answers

The effective mass on the opposite end of the lever is 4 kg and distance is given, which is incorrect as option D is 25 kg otherwise all option is correct .

In the given scenario, a 2 kg mass is placed at the end of a lever, which is 20 cm from the pivoting point. If the mass is transferred to the other side of the lever, which is 10 cm from the pivot,

Let's find out.The effective mass on the opposite end of the lever can be found using the following formula:

= Mass × distance of its center of gravity from the pivot

Let M be the effective mass that we have to find. Then, we have:

2 kg × 20 cm

= M × 10 cm40 cm

= 10 M4

= MM

= 4

Therefore, the effective mass is 4 kg. Hence, option D. 25 kg is incorrect as the effective mass is 4 kg.

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A number cube has faces numbered 1 to 6. what is true about rolling the number cube one time? select three options.

Answers

When rolling a number cube one time, there are several things that are true. Here are three options:

1. The outcome will be a whole number between 1 and 6: Since the number cube has faces numbered from 1 to 6, rolling it one time will result in one of these whole numbers.

2. Each face has an equal chance of landing face-up: The number cube is designed in such a way that each face has an equal probability of landing face-up when rolled. This means that the chances of rolling a 1, 2, 3, 4, 5, or 6 are all the same.

3. The outcome is independent of previous rolls: Rolling the number cube one time does not depend on or affect any previous rolls. Each roll is considered an independent event, so the previous outcome does not influence the next roll.

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(L1) Given: CM↔ is a perpendicular bisector of AB¯ at point MProve: AC=BC

Answers

CM is the perpendicular bisector of AB at M, it means that CM is perpendicular to AB, and AM=BM. Therefore, we have two right triangles, triangle AMC and triangle BMC, with a shared side CM, and AM=BM.

By the Pythagorean theorem, we know that in a right triangle, the square of the hypotenuse (the longest side) is equal to the sum of the squares of the other two sides. Applying this to triangles AMC and BMC, we have:

AC² = AM² + CM²

BC² = BM² + CM²

Since AM=BM, we can substitute AM for BM in the second equation, giving:

BC² = AM² + CM²

Since the left-hand sides of these two equations are equal (by the given that CM is the perpendicular bisector of AB), we can set their right-hand sides equal to each other and simplify:

AC² = BC²

Taking the square root of both sides gives us:

AC = BC

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h/6-1=-3 h=?


please help​

h/6-1=-3 h=?please help

Answers

The answer is

\(h = - 12\)

it will look like that,.

\( \frac{ - 12}{6} - 1 = - 3\)

Answer:

h= -12

Step-by-step explanation:

h/6+1= -3

h/6= -2

h= -12

Help please I don’t understand

Help please I dont understand

Answers

what part are you talking about

Calculate the area of the rectangle.

Calculate the area of the rectangle.

Answers

Answer:

12

Step-by-step explanation:

You count all of the blue squares

12. Just count all of the blue squares.

write an explicit formula for an, the nth term of the sequence 24,16,8

Answers

Answer:

f(n) = 32 - 8n

Step-by-step explanation:

24, 16, 8, 0

f(n) = 24 - 8 x (n-1)

f(n) = 32 - 8n

If (x – 5) is a factor of f(x), which of the following must be true?

A: A root of f(x) is x=-5
B: A root of f(x) is x=5
C: Both x=-5 and x=5 are roots of f(x)
D: Neither x=-5 nor x=5 are a root of f(x)​

Answers

Answer:

i believe it is B

Step-by-step explanation:

x-5=0

+5   +5

x=5

Simplify:
5(x-12x²)+3 (4x+7x²)
2
OA) 39x + 17x
2
OB) -72x + 7x
OC)
2
OD) 72x + 7x
2
-39x + 17x

Answers

Answer:

- 39x² + 17x

Step-by-step explanation:

5(x - 12x²) + 3(4x + 7x² ) ← distribute both parenthesis

= 5x - 60x² + 12x + 21x² ← collect like terms

= - 39x² + 17x

Solve the equation. Type just the numeral answer. Do NOT round your solution.

-5 = b - 2.3

b =

Answers

B=-2.7 hope that helped

Answer:

-2.7 is the correct answer.

Sara earned money selling pies and cakes. For the cakes, she made a profit of $200 with an expense of $4 per cake. For the pies, she made a profit of $250 with an expense of $5 per pie. She sold the same number of cakes and pies. How many pies did Sara sell if she earned the same total profit for pies and cakes? Write an equation and then solve for x.​

Answers

50 cakes 50 pies

If each cake is $4 each, and makes a profit of 200, all you have to do is 200 divided by 4 (which is 50)
200/4= 50


Do the same for pies: 250 divided by 5 ( which is also 50!)
250/5=50

Hope it helps!

A company orders boxed lunches from a deli. Assume each boxed lunch is the same

price. The proportional relationship between the number of boxed lunches ordered,

b, and the total cost in dollars and cents, c, can be represented by the equation

C = 8. 15b. What is the constant of proportionality from the number of boxed

lunches to the total cost, in dollars and cents?

Answers

The constant of proportionality from the number of boxed lunches to the total cost, in dollars and cents is 8.15 dollars, or 8 dollars and 15 cents.

The area of mathematics known as algebra is used to portray situations or problems using mathematical expressions. In algebra, we utilise numbers with fixed or definite values, such as 2, 2, 0.083, etc.

Given that A company orders boxed lunches from a deli. Assume the cost of each packed lunch is the same. The proportional relationship between the number of boxed lunches ordered, b, and the total cost in dollars and cents, c, can be represented by the equation C = 8. 15b.

We have to determine the constant of proportionality from the number of boxed lunches to the total cost, in dollars and cents

The equation c = 8.15b represents the total cost of the boxed lunches

c represents the total cost

b represents the number of boxed lunches

To find the total cost of multiple items, you generally multiply the cost of a single item by the number of items there are.

Using this, we can find the cost per item is 8.15 dollars, or 8 dollars and 15 cents.

Therefore the constant of proportionality from the number of boxed lunches to the total cost, in dollars and cents is 8.15 dollars, or 8 dollars and 15 cents.

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Can someone answer this for me

Can someone answer this for me

Answers

the slope would be 3/2

How do you solve for x in an angle?

Answers

To solve for x at an angle, you must first understand what type of angle you are working with. If the angle is a right angle, you can use the Pythagorean theorem to solve for x. If the angle is an obtuse angle, you can use the law of cosines to solve for x. If the angle is an acute angle, you can use the law of sines to solve for x.

How to solve for x at a right angle?

To solve for x at a right angle using the Pythagorean theorem, you must have the lengths of the two neighboring sides of the triangle. The sum of the squares of the two sides is equal to the square of the hypotenuse, according to the Pythagorean theorem. By rearranging the components and solving for x, this equation may be used to find x.

How to solve for x at an obtuse angle?

To use the law of cosines to solve for x at an obtuse angle, you must know the lengths of all three sides of the triangle. According to the law of cosines, the square of one side's length equals the sum of the squares of the other 2 sides minus twice the product of the other 2 sides multiplied by the cosine of the obtuse angle. You can use this equation to solve for x by rearranging the terms and solving for x.

How to solve for x in an acute angle?

To apply the law of sines to solve for x in an acute angle, you should first know the lengths of the triangle's two sides as well as the acute angle's measurement. According to the law of sines, the ratio of one side's length to the sine of the opposite angle equals the ratio of the other side's length to the sine of the acute angle. By rearranging the terms and solving for x, you may use this equation to solve for x.

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In order to prove that the two triangles are congruent by ASA, what must you know about the measure of ∠D?

In order to prove that the two triangles are congruent by ASA, what must you know about the measure of

Answers

Answer:

Angle D must measure 35°

Step-by-step explanation:

For these triangles to be congruent, ∠A must equal ∠D.

Angles in triangle add to 180:

∠A+∠B+∠C=180

A+58+87=180

A=180-145

∠A=35°=∠D

The value of the angle ∠D is equal to 35° for the given triangles.

What is a triangle?

Three edges, three angles, and three vertices make up a triangle, a geometric shape. It is a fundamental geometric figure.

A triangle's total angles are always 180 degrees.

The given triangles are ABC and DEF.

Since, The triangles are congruent, therefore, the angles and sides of the triangle will be equal by ASA property.

Angle ∠A must equal angle ∠D.

Sum of all three Angles in triangle is equal to 180

∠A+∠B+∠C=180

∠A+58+87=180

∠A=180-145

∠A=35°

∠A and ∠D are equal, therefore, The ∠D is equal to 35°.

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$100 is split with Al, Bob. Cindi and Dina (4 total) Bob gets $4 more than Al. Cindi gets $8 more than Bob Dina gets twice as much as Cindi How much does each person get?​

Answers

Answer:

Al-$12 Bob-$16Cindi-$24 Dina-$ 48

Step-by-step explanation:

Basically

x

x+4

x+12

2(x+12)=2x+2y

x+x+4+x+12+2x+24=100

So yeah.

A triangular prism is shown below.
5 cm
14 cm
3 cm
8 cm
A formula for the volume of a triangular prism is V= Bh. Which expression can be used to find V
the volume of the prism in cubic centimeters?

A triangular prism is shown below.5 cm14 cm3 cm8 cmA formula for the volume of a triangular prism is

Answers

Answer:

(5)(8)(14)

Step-by-step explanation:

5 + (-6) = ? Math:adding with rational integers​

Answers

5 + (-6) = -1
hope this helps!

Select all the correct statements about the fractional equation (x/x-1) - (3/x) = 1/x-1

Only x=3 is a solution
Both x=3 and x=1 are solutions
Only x=1 is and extraneous root
Only x=3 is an extraneous root

Answers

Answer: only x=3 is a solution and only x=1 is an extraneous root

For the given expression (x/x-1) - (3/x) = 1/x-1 both x=3 and x=1 are solutions. The correct option is B.

What is an expression?

The mathematical expression combines numerical variables and operations denoted by addition, subtraction, multiplication, and division signs.

Mathematical symbols can be used to represent numbers (constants), variables, operations, functions, brackets, punctuation, and grouping. They can also denote the logical syntax's operation order and other properties.

Given that the expression is  (x/x-1) - (3/x) = 1/x-1. Check the solution of the expression,

(x/x-1) - (3/x) = 1/x-1

( 3 / 3 - 1 ) - ( 3 / 3 ) = 1 ( 3 - 1 )

( 3 / 2 - 1 ) = 1 / 2

1 / 2 = 1/2

For x = 1 the value is the same.

Therefore, both 3 and 1 are solutions to the given formula (x/x-1) - (3/x) = 1/x-1.

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Pls help I rlly appreciate

Pls help I rlly appreciate

Answers

Answer:

38.9%

Step-by-step explanation:

a=28

b=77

c=33

d=56

e=72

a/e=.388888888

Amir wants to buy a $1382 Apple iPhone that is 12% off. What is 1 point
the discounted price before tax? *

Answers

Answer:

1273

Step-by-step explanation:

C) the answer on edg is C.

The answer is C.........

let f(x, y) = x2y3. at the point (−1, 2), find a vector in the direction of maximum rate of change. in the direction of minimum rate of change. in a direction in which the rate of change is zero.

Answers

One such vector is: w = (1/sqrt(2))<0, 0, 20> = <0, 0, 10sqrt(2)>. To find the vector in the direction of maximum rate of change,

we need to find the gradient of f(x, y) at the point (-1, 2) and then normalize it. The gradient of f(x, y) is given by: grad(f) = <2xy^3, 3x^2y^2> ,So, at the point (-1, 2),

we have: grad(f) = <−16, 12>, To normalize this vector, we need to divide it by its magnitude: ||grad(f)|| = sqrt((-16)^2 + 12^2) = 20 .

So, the vector in the direction of maximum rate of change is: v = (1/20)<−16, 12> = <-0.8, 0.6>, To find the vector in the direction of minimum rate of change, we can find the negative of the gradient and normalize it: grad(f) = <−16, 12>, ||grad(f)|| = 20.



So, the vector in the direction of minimum rate of change is: v = (1/20)<16, -12> = <0.8, -0.6>, Finally, to find a direction in which the rate of change is zero, we need to find a vector perpendicular to the gradient. One way to do this is to take the cross product of the gradient with any nonzero vector in the plane.

For example, we can take the vector <1, 0>: grad(f) = <−16, 12>, v = <1, 0>, u = v x grad(f) = <0, 0, 20>, So, any vector in the direction of u will have zero rate of change. One such vector is: w = (1/sqrt(2))<0, 0, 20> = <0, 0, 10sqrt(2)>.

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Illustrate a 2-variable Linear Program by drawing a graph with the following characteristics: - Has an objective function and at least 2 constraints. - x 1 ​ is unrestricted, while x 2 ​ is nonnegative. - The feasible region is not unbounded. - There are multiple optimal solutions. Your drawing must have labels and other necessary elements. Provide written explanations wherever appropriate. Do not formulate the Linear Program. There is no need to use graph paper for this drawing. Sleek Sdn. Bhd. is planning on introducing 2 new stool designs (Deni \& Arni) for their 2022 furniture catalogue. Each stool is made up of 4 legs and 1 seat. Both designs use the same seat. Deni has shorter (1.5 foot) legs, while Arni has longer ( 2.5 foot) legs. It takes 0.1 hours of labour to cut and shape a short leg, 0.15 hours to do the same for a long leg, and 0.5 hours to produce a seat. It takes an additional 0.3 hours to attach a set of legs to a seat for either design. The estimated profit is RM25 for each Deni sold and RM45 for each Arni sold. Sleek has unlimited access to material for seats, but only has 500 feet of material for the legs, and 75 labour hours available. Formulate a Linear Program for Sleek Sdn. Bhd. that optimises profit. Assume that Sleek is able to sell all stools that they make and that they must have zero leftover legs and seats.

Answers

Answer:

The Linear Program for Sleek Sdn. Bhd. that optimizes profit can be formulated as follows:

Objective Function:

Maximise 25D + 45A

Constraints: 1.5D + 2.5A ≤ 500 (Legs constraint)

                    0.5D + 0.5A ≤ 75 (Labour constraint)

Where,  D = number of Deni stools produced

             A = number of Arni stools produced

To graph the 2-variable Linear Program, we plot the legs constraint and the labour constraint on the graph and shade the feasible region (region that satisfies all the constraints).

Since x1 is unrestricted, we draw the graph with x2 on the horizontal axis and x1 on the vertical axis.

Then, we solve for the intercepts of the two constraints as follows:

                   1.5D + 2.5A = 500

                ⇒ D = (500 - 2.5A)/1.5 and 0.5D + 0.5A = 75

                ⇒ D = 150 - A.

Then, we can form the following table:

                     A D (500 - 2.5A)/1.5 150 - A0 333.33 15050 300 100100 266.67 50

Finally, we plot the points (0,150), (50,100), (100,50), and (266.67,0) on the graph and connect them to form the feasible region.

We can then plot the objective function (profit)

                             25D + 45A = C on the graph and find all the optimal solutions.

Since the objective function is a straight line, we can easily see that there are multiple optimal solutions on the line segment joining (50,100) and (100,50).

We can then read off the corresponding values of D and A to find the optimal solutions.

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In each figure below, find m∠1 and m∠2 if a||b. Show your work with statements.

Answers

Answer:

m < 1 = 80

m < 2 = 70

Step-by-step explanation:

As we can see in the figure that

\(a || b\)

Plus line s and t are considered to be transversals

That results into

m < 1 and 80

i.e alternate angles

And as we know that alternative angles are equal to each other

So,

m < 1 = 80

Moreover,

m < 2 = 70

As corresponding angles are equal to each other

Therefore the m < 1 = 80 m < 2 = 70 could be computed easily by applying the above things

In each figure below, find m1 and m2 if a||b. Show your work with statements.

The expression means the product of 5 and the difference of three times r minus 10. If r = 4, the value of the expression is .

Answers

Answer:

10

Step-by-step explanation:

"three times r" = 3r

"three times r minus ten" = 3r - 10

"product of 5 and the difference of three times r minus ten"

= 5 (3r - 10)

given that r = 4,

the expression becomes

5 (3r - 10)

= 5 [3(4) - 10]

= 5 [12 - 10]

= 5 (2)

= 10

what does the equation 7x^2-3y^2-x+2y+4=0 represent
a)circle
b)ellipse
c)hyperbola
d)parabola

Answers

Answer:

Circle

Step-by-step explanation:

because a hyper bole is (y-k) 2b2 -(x-h) 2a2=1

ellipse is = (x-h) 2a2 + (y-k) 2b2 = 1

parabola is y= a (x-h) 2+ k

that's why circle is the answer

-2.49 = -5 + x
please solve for x ;)

Answers

It’s 0.498 just divide -2.49 and -5

Answer:

x=2.51

Step-by-step explanation:

-2.49=-5+x

-5+x=-2.49

-5+x+5=-2.49+5

x=2.51

one way to maintain good credit is to:

Answers

Answer: not spend anything

Step-by-step explanation:

not spend anything :) YOUR WELCOME

Please answer this question only if you know correct answer please

Please answer this question only if you know correct answer please

Answers

Answer:

UV=10.5

Step-by-step explanation:

in triangle XUV it is a right angle at U

sin41=opp/hyp

sin 4` =UV/16

UV=16sin41°

UV=10.5

The probability that lloyd wins a game is 1/9 find the probability that Lloyd does not win

Answers

Answer:

probabilty that lloyd doesnt win a game = 1 - p(winning a game)

                                                                         1 - 1/9

                                                                       =8/9

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