With 99% confidence, it can be said that the population proportion of adults who say they have started paying bills online in the last year is between the endpoints of the given confidence interval.
Part 1:
To construct a 99% confidence interval for the population proportion, we can use the following formula:
CI = P ± z*√(P(1-P)/n)
where P is the sample proportion, z is the z-score corresponding to the desired level of confidence (in this case, 99%), and n is the sample size.
In this case, P = 1446/2728 = 0.5298, z = 2.576 (from a standard normal distribution table), and n = 2728. Plugging these values into the formula, we get:
CI = 0.5298 ± 2.576√(0.5298(1-0.5298)/2728)
CI = (0.5085, 0.5511)
So the 99% confidence interval for the population proportion is (0.5085, 0.5511).
Part 2:
The correct interpretation is A. With 99% confidence, it can be said that the population proportion of adults who say they have started paying bills online in the last year is between the endpoints of the given confidence interval.
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Please help! Question is In photo
The correct statement regarding the end behavior of the graph is given as follows:
C. As x approaches positive infinity, D(x) approaches negative infinity.
How to obtain the end behavior of a function?The end behavior of a function is given by the limit of the function is the input x goes to either negative infinity or positive infinity.
For this problem, the function is a quadratic function with negative leading coefficient, meaning that it will approach negative infinity when x approaches negative infinity and when x approaches positive infinity.
This means that the correct option is given by option C.
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(Kolmogorov's zero-one law) Let An be a sequence of independent events and T = nno(An, An+1,...) the o(-) is the o-algebra generated by .. Prove that, if B ET then P(B) is either 0 or 1.
To answer your question involving independent events, algebra, and Kolmogorov's zero-one law. That to prove that if B ∈ T, then P(B) is either 0 or 1,
Follow these steps:
1. Define An as a sequence of independent events and T as the tail σ-algebra generated by the events An, An+1, ...
2. Introduce the concept of a tail event: A tail event is an event B such that B belongs to the tail σ-algebra T.
3. Apply Kolmogorov's zero-one law: This law states that for any tail event B belonging to T, the probability of B is either 0 or 1.
Proof:
Step 1: Given An as a sequence of independent events, let T be the tail σ-algebra generated by the events An, An+1, ...
Step 2: Let B be a tail event such that B ∈ T.
Step 3: By Kolmogorov's zero-one law, for any tail event B ∈ T, the probability of B is either 0 or 1.
Therefore, if B ∈ T, then P(B) is either 0 or 1.
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12) Suppose f : [a, b] → R point set). is exactly two-to-one (Vy ER, f-'(y) = 0 or f-(y) is a 2 a) Give an example of such a function b) Prove that no such function can be continuous
There is no point x in the interval [x1, x2] such that f(x) = y, which contradicts the intermediate value theorem. Hence, no such function f can exist.
What is function?
In mathematics, a function is a relationship between two sets of elements, called the domain and the range.
a) One example of such a function is f(x) = x² on the interval [-1, 1]. Note that f(-1) = f(1) = 1 and for any other value y in the range (0, 1], the preimage [tex]f^{(-1)}[/tex] (y) consists of exactly two points, namely sqrt(y) and -sqrt(y). Similarly, for any y in the range [-1, 0), the preimage f^(-1)(y) consists of exactly two points, namely sqrt(-y) and -sqrt(-y).
b) To prove that no such function can be continuous, suppose for contradiction that f is a continuous function that is exactly two-to-one. Let y be a value in the range of f, and let x1 and x2 be the two distinct points in the preimage f^(-1)(y). Without loss of generality, we can assume that x1 < x2.
Since f is continuous, it must satisfy the intermediate value theorem. This means that for any value z between f(x1) and f(x2), there exists a point x in the interval [x1, x2] such that f(x) = z. In particular, this holds for the value y, since f(x1) = f(x2) = y.
Since f is exactly two-to-one, the preimage [tex]f^{(-1)}[/tex] (y) must consist of exactly two points. Therefore, there is no point x in the interval [x1, x2] such that f(x) = y, which contradicts the intermediate value theorem. Hence, no such function f can exist.
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In a manufactory, the daily production is managed using an algorithm in which the basic operation takes 90% of the total running time. The algorithm is executed in a computer that runs the basic operation in C = 2ns (Ins = 10-⁹s). The count of the basic operation in the algorithm depends on the input parameter size and has the form C(n) = n² log10 (n³). Estimate the total running time of the algorithm in minutes to solve a problem instance with input size n= 10²
Answer:
The count of the basic operation in the algorithm for an instance of input size n=10² is: C(10²) = (10²)² log10 ((10²)³) = (10,000) log10 (1,000,000) ≈ 40,000
The total running time of the algorithm can be estimated using: T(n) = 0.9 * C(n) * C where C is the time taken by the basic operation.
In this case, C = 2ns or 2 x 10⁻⁹s. Substituting the values, we get: T(10²) = 0.9 * 40,000 * 2 x 10⁻⁹ = 7.2 x 10⁻⁶ s
Converting this to minutes, we get: 7.2 x 10⁻⁶ s * 1 min/60 s ≈ 1.2 x 10⁻⁷ min
Therefore, the estimated total running time of the algorithm to solve a problem instance with input size n=10² is approximately 1.2 x 10⁻⁷ minutes.
Step-by-step explanation:
The estimated total running time of the algorithm to solve a problem instance with input size n=10² is approximately 1.998 minutes.
To estimate the total running time of the algorithm, we need to calculate the number of times the basic operation is executed and multiply it by the time it takes to execute it.
First, let's calculate the number of times the basic operation is executed for an input size of n=10². We can do this by plugging n=100 into the equation for C(n):
C(100) = 100² log10 (100³)
C(100) = 10000 log10 (1000000)
C(100) = 10000 * 6
C(100) = 60000
So the basic operation is executed 60,000 times for an input size of n=10².
Next, let's calculate the time it takes to execute the basic operation:
C = 2ns
C = 2 * 10^-9 s
C = 2 * 10^-9 / 60 (converting to minutes)
C = 3.33 * 10^-11 min
Finally, we can estimate the total running time of the algorithm:
Total running time = basic operation time * number of times basic operation is executed
Total running time = 3.33 * 10^-11 min * 60,000
Total running time = 1.998 min
Therefore, the estimated total running time of the algorithm to solve a problem instance with input size n=10² is approximately 1.998 minutes.
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The data in the table describes the preferred type of exercise of 9th graders.
Find the marginal relative frequency for students who prefer swimming as their preferred type of exercise.
39%
35%
19%
16%
Approximately 35% of students prefer swimming as their preferred type of exercise. So, correct option is B.
To find the marginal relative frequency for students who prefer swimming as their preferred type of exercise, we need to add up the percentage of boys and girls who prefer swimming.
The percentage of boys who prefer swimming is 16% and the percentage of girls who prefer swimming is 19%.
So, the total percentage of students who prefer swimming is:
16% + 19% = 35%
Therefore, the marginal relative frequency for students who prefer swimming as their preferred type of exercise is 35%.
So, correct option is B.
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interior and exterior triangles
Answer:
∠ PQR = 18°
Step-by-step explanation:
the exterior angle of a triangle is equal to the sum of the 2 opposite interior angles.
∠ PQR is an exterior angle of the triangle , then
∠ PQR = ∠OPQ + ∠ QOP , that is
4x - 10 = x + 9 + x - 5
4x - 10 = 2x + 4 ( subtract 2x from both sides )
2x - 10 = 4 ( add 10 to both sides )
2x = 14 ( divide both sides by 2 )
x = 7
Then
∠ PQR = 4x - 10 = 4(7) - 10 = 28 - 10 = 18°
GCF of 30xy^5 and 25x^2
Answer:
GCF=5x
Step-by-step explanation:
To find the GCF of 30xy^5 and 25x^2, we can start by breaking down each term into its prime factors:
30xy^5 = 2 * 3 * 5 * x * y^5
25x^2 = 5^2 * x^2
Next, we identify the common factors in both terms:
Both terms have a factor of 5.
Both terms have a factor of x.
To find the GCF, we take the product of the common factors:
GCF = 5 * x
Therefore, the GCF of 30xy^5 and 25x^2 is 5x.
1. Determine if the following sets are bounded, open, closed, compact, convex: a) {(x, y) € R^2 : |x| ± 1, |y| <2}; b) {(x, y, z) € R^3 : 2x + y - 3z ≤ 7}; c) {(x, y, z) € R&3 : |x+y+z| <1};
a) It is not open because it does not contain any of its boundary points.
b), it is compact. It is also convex since it is a half-space.
c) It is also convex since it is a ball centered at the origin.
a) The set is bounded since both x and y are bounded. However, it is not open since the boundary points |x| = 1 and |y| = 2 are included. It is not closed since it does not contain its boundary points. Therefore, it is not compact. It is also not convex since it contains points (1,1) and (-1,-1) but does not contain the line segment connecting them.
b) The set is closed since it contains its boundary points. It is not open since it does not contain any points in its interior. It is bounded since 2x + y - 3z ≤ 7 for all (x,y,z) in the set, so the distance from the origin is bounded. Therefore, it is compact. It is also convex since it is a half-space.
c) The set is open since it does not contain any of its boundary points. It is bounded since |x+y+z| < 1 implies |x| < 1, |y| < 1, and |z| < 1. Therefore, it is compact. It is also convex since it is a ball centered at the origin.
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The area of the triangle below is 1/12 square centimeters. What is the length of the base? Express your answer as a fraction in simplest form. pleasee help
The length of the base of the triangle if the area is 1/12 cm is 1/2 cm.
Given is a right angled triangle.
Area of a triangle = 1/12 square centimeters.
The formula to find the area of the triangle is,
Area = 1/2 × base × height
Given,
Length of the height = 1/3 cm
Substituting,
1/2 × base × 1/3 = 1/12
1/6 × base = 1/12
base = 6/12 = 1/2 cm
Hence the length of the base is 1/2 cm.
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HELP ME I WILL GIVE BRAIN LEST
How many cows are there if 5 are in the barn and 8384737 are out the barn.
Answer:
8384742
Step-by-step explanation:
Answer:
there is no cow there because they have been barn
Describe the following renewable energy projects that are in the Sultanate of Oman: • Solar PV farms • Concentrated solar thermal plants • Wind energy farms Biogas plants Q2 [1 mark] How much electrical energy does a 1.5 kW solar panel, working at full capacity, produce in 5 hrs? Q3 [1 mark] How many joules are there in 7500 Wh? Q4 [3 mark) Determine the average wind velocity required to produce 3.8 MW of electrical power by a wind turbine having the following data: Blade length - 49 m • Hub diameter = 4 m • Air density = 1.17 kg/m • Power coefficient 0.46 • Gear efficiency = 0.91 Electrical efficiency = 0.93 • Generator efficiency = 0.95
An average wind velocity of approximately 5.8 m/s is required to produce 3.8 MW of electrical power with the given wind turbine specifications.
Solar PV farms: These are large-scale installations of solar panels that use photovoltaic technology to generate electricity from sunlight.
Concentrated solar thermal plants: These plants use mirrors or lenses to concentrate sunlight onto a receiver, which heats a fluid to produce steam that drives a turbine to generate electricity.
Wind energy farms: These are large-scale installations of wind turbines that convert the kinetic energy of wind into electrical energy.
Biogas plants: These plants use organic matter such as agricultural waste, food waste, or sewage to produce biogas, which can be burned to generate electricity or used as a fuel for transportation.
A 1.5 kW solar panel, working at full capacity for 5 hours, will produce 1.5 kW x 5 hours = 7.5 kWh (kilowatt-hours) of electrical energy.
1 watt-hour (Wh) = 3600 joules (J)
7500 Wh = 7500 x 3600 J = 27,000,000 J (27 million joules)
The power output of a wind turbine is given by:
P = (1/2) x (air density) x (blade area) x (wind velocity)^3 x (power coefficient)
where blade area = π x (blade length)^2, and power coefficient is a dimensionless efficiency factor that depends on the design of the turbine.
To produce 3.8 MW of electrical power, we have:
3.8 MW = 3,800 kW = 3,800,000 W
Assuming the electrical, gear, and generator efficiencies are all independent and multiply together, the total efficiency is 0.93 x 0.91 x 0.95 = 0.797
So, the mechanical power output of the turbine must be:
P_mech = P_elec / efficiency = 3,800,000 W / 0.797 = 4,769,064 W
Plugging in the given values and solving for wind velocity:
4,769,064 W = (1/2) x 1.17 kg/m³ x π x (49 m)^2 x (wind velocity)^3 x 0.46
wind velocity = (4,769,064 W / (0.5 x 1.17 kg/m³ x π x (49 m)^2 x 0.46))^(1/3) ≈ 5.8 m/s
Therefore, an average wind velocity of approximately 5.8 m/s is required to produce 3.8 MW of electrical power with the given wind turbine specifications.
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Which of the following has the polar coordinates negative five comma two pi over 3 question mark
Point W has the polar coordinates negative five comma two pi over 3.
We have to given that;
To find the coordinate for the point (- 5, 2π/3).
Now, We can formulate;
Coordinates of W = (- 5, 2π/3).
Thus, The correct point which shows the polar coordinates negative five comma two pi over 3 is,
⇒ Point W
Therefore, Point W has the polar coordinates negative five comma two pi over 3.
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A tank containing 6000 L of water drains out in 30 min. The volume V of water in the tank after t min of draining is V = 6000(1 – t/30)?. Find the instantaneous time rate of change of V after 15 min of draining. (Book: Technical Mathematics by Allyn J. Washington (2014)) dV = dt -210 L min dV dt = -100 L min O None dV = -200 L dt min dV dt = =-400 L min
The instantaneous time rate of change of V after 15 minutes of draining is -200 L/min
To find the instantaneous time rate of change of V after 15 minutes of draining, we need to differentiate the given equation V = 6000(1 - t/30) with respect to time t and then evaluate the derivative at t=15.
1. Differentiate the equation with respect to t:
dV/dt = -6000(1/30)
dV/dt = -200 L/min
2. Evaluate the derivative at t=15:
dV/dt at t=15 is -200 L/min.
The instantaneous time rate of change of V after 15 minutes of draining is -200 L/min.
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Compute the mean and standard deviations of these ten sample means and sample standard deviations. Don't forget to use an appropriate formula for [] and [] for n =5 Q3 Sample 1(rs1.csv) Mean=27.42 SD= 2.39207 SD = Sample 2(rs2.csv) Mean=27.48 SD = 5.622455 Sample 3(rs3.csv) Mean = 29.1 SD = 3.941446 Sample 4 (rs4.csv) Mean = 25.14 - SD= 2.740073 Sample 5 (rs5.csv") Mean = 31.02 SD= 6.989063 Sample 6(rs6.csv) Mean = 24.76 SD =4.531335 Sample 7 (rs7.csv) Mean = 23.94 SD = 1.728583 Sample 8 (rs8.csv) Mean = 29.08 SD=6.616041 Sample 9(rs9.csv) Mean =26.92 SD=5.372802 Sample 10(rs10.csv) Mean = 25.8 SD = 3.321897 4. Now, compute the mean and standard deviations of these ten sample means and sample standard deviations. Don't forget to use an appropriate formula forTM, and o, for n=5.
The mean and standard deviations of the ten sample means and standard deviations are:
TM = 26.954
σM = 1.849
TS = 4.114539
σS = 1.256
To compute the mean and standard deviation of the ten sample means and standard deviations, we will use the following formulas:
Mean of sample means (TM) = (Σsample means) / number of samples
Standard deviation of sample means (σM) = √[(Σ(sample means - TM)^2) / (number of samples - 1)]
Mean of sample standard deviations (TS) = (Σsample standard deviations) / number of samples
Standard deviation of sample standard deviations (σS) = √[(Σ(sample standard deviations - TS)^2) / (number of samples - 1)]
For n=5, the formula for the correction factor is:
Correction factor (cf) = √(n / (n - 1))
cf = √(5 / 4) = 1.118
Using the given data, we get:
TM = (27.42 + 27.48 + 29.1 + 25.14 + 31.02 + 24.76 + 23.94 + 29.08 + 26.92 + 25.8) / 10 = 26.954
σM = √[((27.42 - 26.954)^2 + (27.48 - 26.954)^2 + (29.1 - 26.954)^2 + (25.14 - 26.954)^2 + (31.02 - 26.954)^2 + (24.76 - 26.954)^2 + (23.94 - 26.954)^2 + (29.08 - 26.954)^2 + (26.92 - 26.954)^2 + (25.8 - 26.954)^2) / (10 - 1)] / 1.118
σM = 1.849
TS = (2.39207 + 5.622455 + 3.941446 + 2.740073 + 6.989063 + 4.531335 + 1.728583 + 6.616041 + 5.372802 + 3.321897) / 10 = 4.114539
σS = √[((2.39207 - 4.114539)^2 + (5.622455 - 4.114539)^2 + (3.941446 - 4.114539)^2 + (2.740073 - 4.114539)^2 + (6.989063 - 4.114539)^2 + (4.531335 - 4.114539)^2 + (1.728583 - 4.114539)^2 + (6.616041 - 4.114539)^2 + (5.372802 - 4.114539)^2 + (3.321897 - 4.114539)^2) / (10 - 1)] / 1.118
σS = 1.256
Therefore, the mean and standard deviations of the ten sample means and standard deviations are:
TM = 26.954
σM = 1.849
TS = 4.114539
σS = 1.256
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What is the probability of a sample of 144 producing a mean of
50 or larger if the population has a mean of 49 and a standard
deviation of 5?
The probability of a sample of 144 producing a mean of 50 or larger if the population has a mean of 49 and a standard deviation of 5 is approximately 0.0082 or 0.82%.
To solve this problem, we can use the central limit theorem, which states that the distribution of sample means approaches a normal distribution as the sample size increases, regardless of the shape of the population distribution.
First, we need to calculate the standard error of the mean (SEM) using the formula:
what is the Area of the finished window
Consider a Markov chain which at each transition either goes up 1 with probability p or down 1 with probability q = 1 - p. Argue that (q/p)^Sn , n >= 1 is a martingale.
The (q/p)^Sn, n>=1 is a martingale.
To show that (q/p)^Sn, n>=1 is a martingale, we need to show that it satisfies the three conditions of a martingale:
The expected value of (q/p)^Sn is finite for all n.
For all n, E[(q/p)^Sn+1 | Fn] = (q/p)^Sn, where Fn is the sigma-algebra generated by the first n transitions.
(q/p)^Sn is adapted to the filtration Fn.
First, we note that the expected value of (q/p)^Sn is finite for all n since q/p < 1, and thus (q/p)^n approaches zero as n approaches infinity.
Next, we consider the second condition. Let F_n be the sigma-algebra generated by the first n transitions, and let X_n = (q/p)^Sn. We need to show that E[X_n+1 | F_n] = X_n.
We can write (q/p)^(n+1) = (q/p)^n * (q/p), so we have:
E[X_n+1 | F_n] = E[(q/p)^(n+1) | F_n]
= E[(q/p)^n * (q/p) | F_n]
= (q/p)^n * E[(q/p) | F_n]
= (q/p)^n * [(q/p) * P(up) + (p/q) * P(down)]
= (q/p)^n * [(q/p) * p + (p/q) * q]
= (q/p)^n * (p + q)
= (q/p)^n * 1
= X_n
Thus, the second condition is satisfied.
Finally, we need to show that X_n is adapted to the filtration F_n. This is true since X_n only depends on the first n transitions, which are included in F_n.
Therefore, we have shown that (q/p)^Sn, n>=1 is a martingale.
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Aj rums 400 yards every week. Aj walks 90 more yards than he runs. Which equation can be used to find x, the number of yards that Aj walks and runs each week
The equation that can be used to find x, the number of yards that Aj walks and runs each week is 2x = 400 + 90.
Let's assume that Aj runs x yards each week. Then, the number of yards that Aj walks each week would be (x + 90) yards, since he walks 90 more yards than he runs.
The total distance that Aj covers each week would be the sum of the distance that he runs and the distance that he walks, which is given as 400 yards.
So, we can write an equation as:
Distance covered by Aj = Distance that he runs + Distance that he walks
or,
400 = x + (x + 90)Simplifying this equation gives:
2x = 400 + 90Therefore, the equation that can be used to find x, the number of yards that Aj walks and runs each week is 2x = 400 + 90.
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A hotel has 800 rooms. If there are 100 rooms on each floor, how many floors does the hotel have?
Answer:
8
Step-by-step explanation:
800 rooms/100 rooms= 8 floors
calculate the length between the following points using the distance formula
(1, 6) and (7, 14)
Answer:
(6, 8)
Step-by-step explanation:
x2 - x1, y2 - y1
7 - 1, 14 - 6
6, 8
Factor to find the TWO equivalent expressions of 36a−16
To factor 36a - 16, we can begin by finding the GCF to get 4(9a - 4). Another equivalent expression is 2(18a - 8) using different factorizations of 4 and 8. So, the correct answer is A) and C).
To factor 36a - 16, we can begin by finding the greatest common factor (GCF) of the two terms, which is 4
36a - 16 = 4(9a - 4)
Next, we can expand the parentheses in the expression 4(9a - 4) to get:
36a - 16 = 4(9a - 4) = 36a - 16
So, the factored form of 36a - 16 is
36a - 16 = 4(9a - 4)
To find another equivalent expression, we can use a different factorization of 4, such as 2 x 2. Then
36a - 16 = 2 x 2 x 9a - 2 x 2 x 4
= 2(2 x 9a - 2 x 4)
= 2(18a - 8)
So, the correct option is A) and C).
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Jerry is the owner of the restaurant "Hungry Y." The only product Hungry Jerry sells is Jerry's burger, which is priced at $10 each. The number of Jerry's burgers sold on a day, denoted N, follows a normal distribution with mean 400 and standard deviation 50.
(a) What is the probability that the daily revenue exceeds $5,000?
It is known that the total daily cost, denoted C, follows a normal distribution with mean $1,000 and standard deviation $300. The correlation between C and N is 0.8. Let P denote the total daily profit.
(b) Express P in terms of C and N.
(c) Compute E(P).
(d) Compute Var(P).
(a) the probability that the daily revenue exceeds $5,000 is approximately 0.1587.
(b) E(P) = E(N(10 - C)) = E(10N) - E(NC) = 4000 - E(N)E(C) + Cov(N, C)
= 4000 - 400*1000 + 12000 = -120000
(c) The expected daily profit is -$120,000.
(d) the variance of the daily profit is $56,250,000,000.
What is probability?
Probability is a measure of the likelihood of an event occurring. It is expressed as a number between 0 and 1, where 0 indicates that the event is impossible and 1 indicates that the event is certain.
(a) Let X be the daily revenue. Then X = 10N, and we have:
E(X) = E(10N) = 10E(N) = 10(400) = 4000
[tex]Var(X) = Var(10N) = 10^2Var(N) = 10^2(50^2) = 25000[/tex]
Using the standardization formula, we have:
[tex]P(X > 5000) = P(Z > (5000-4000)/\sqrt(25000)) = P(Z > 1)[/tex]
Using a standard normal table or calculator, we find P(Z > 1) = 0.1587.
Therefore, the probability that the daily revenue exceeds $5,000 is approximately 0.1587.
(b) The total daily profit is given by:
P = N(10 - C)
Using the formula for the covariance between N and C, we have:
Cov(N, C) = rhosigma(N)sigma(C) = 0.850300 = 12000
Then we have:
E(P) = E(N(10 - C)) = E(10N) - E(NC) = 4000 - E(N)E(C) + Cov(N, C)
= 4000 - 400*1000 + 12000 = -120000
(c) The expected daily profit is -$120,000.
(d) To compute the variance of P, we use the formula:
Var(P) = Var(N(10 - C)) = 100Var(N)Var(10 - C) + 210Cov(N, 10 - C) + Var(10 - C)Var(N)
We have already computed Var(N) and Cov(N, 10 - C) in part (a) and (b). Also, we have:
Var(10 - C) = Var(10) + Var(C) - 2Cov(10, C) = 0 + 300^2 - 2(0) = 90000
Plugging in the values, we get:
Var(P) = 100(25000)(90000) + 2(10)(12000) + 90000(25000)
= 56250000000
Therefore, the variance of the daily profit is $56,250,000,000.
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What’s the arc length of a semi circle with 9 radius
The arc length of a semicircle with a diameter of 9 is approximately 14.13 units.
The arc length of a semicircle is half of the circumference of a full circle with the same radius. Therefore, to find the arc length of a semicircle with a diameter of 9, we first need to find the radius. The radius is half the diameter, so it is 4.5.
The circumference of a full circle with a radius of 4.5 is 2πr, where r is the radius. Substituting r=4.5, we get:
C = 2π(4.5) = 9π
Therefore, the arc length of a semicircle with a diameter of 9 is half of 9π, or 4.5π. To find the numerical value of this arc length, we can use the approximation π ≈ 3.14:
arc length = 4.5π ≈ 4.5(3.14) = 14.13
So the arc length of a semicircle with a diameter of 9 is approximately 14.13 units.
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A dentist wondered if his appointments were distributed evenly from Monday to Friday each week. He took a random sample of 500 appointments and recorded which day of the week they were booked for. His results are: Monday Tuesday Wednesday Thursday Friday Day Appointment Frequency 98 116 122 98 66 The dentist would like to use these results to conduct a x2 goodness-of-fit test to determine if the distribution of appointments agrees with an even distribution using a 10% level of significance. Chi Square Distribution Table a. Calculate the test statistic. x2 = 0.00 Round to two decimal places if necessary b. Determine the critical value(s) for the hypothesis test. c. Conclude whether to reject the null hypothesis or not based on the test statistic. d. Reject Fail to Reject
a)We have x2 = 21.44 as our test statistic.
b) the critical value for a chi-squared distribution with 4 degrees of freedom and a 10% significance level is 7.78.
c) the distribution of appointments is not the same for all weekdays.
a. To calculate the test statistic for the chi-squared goodness-of-fit test, we need to find the expected frequency for each day of the week if the appointments were distributed evenly. Since there are five days of the week, we would expect 500/5 = 100 appointments for each day of the week.
Day Appointment Observed Frequency Expected Frequency (O - E)^2 / E Monday 98 100 (98-100)^2/100 = 0.04 Tuesday 116 100 (116-100)^2/100 = 2.56 Wednesday 122 100 (122-100)^2/100 = 4.84 Thursday 98 100 (98-100)^2/100 = 0.04 Friday 66 100 (66-100)^2/100 = 13.96 Total:
The test statistic is the sum of the squared differences between the observed and expected frequencies, divided by the expected frequencies for all categories:
x2 = Σ(Observed - Expected)² / Expected
x2 = (0.04 + 2.56 + 4.84 + 0.04 + 13.96)
x2 = 21.44
We have x2 = 21.44 as our test statistic.
b. To determine the critical value(s) for the hypothesis test, we need to use the chi-squared distribution table with (5 - 1) = 4 degrees of freedom and a significance level of 10%. Looking at the table, the critical value for a chi-squared distribution with 4 degrees of freedom and a 10% significance level is 7.78.
c. To conclude whether to reject the null hypothesis or not based on the test statistic, we compare it with the critical value. Since our test statistic (21.44) is greater than the critical value (7.78), we reject the null hypothesis that the appointments are distributed evenly from Monday to Friday each week. This means that the distribution of appointments is not the same for all weekdays.
d. We reject the null hypothesis.
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the rent for an apartment is $900 per month. the landlord charges one month's rent as a deposit plus a nonfundable damage cost of $450. the expression 900(n + 1) + 450 represents the cost of the renting the apartment for n months. simplify the expression
The simplified expression for the cost of renting the apartment for n months is 900n + 1350.
We have,
To simplify the expression 900(n + 1) + 450, we can start by using the distributive property of multiplication over addition, which states that:
a(b + c) = ab + ac.
So, we have:
900(n + 1) + 450
= 900n + 900(1) + 450 (applying the distributive property)
= 900n + 900 + 450
= 900n + 1350
Therefore,
The simplified expression for the cost of renting the apartment for n months is 900n + 1350.
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The quotient of 25 and 5 increased by 3. helpppp
The evaluation gives 8.
What is quotient?Quotient is division of two given integers; which is expressed as a fraction. It can be expressed in the form of either proper fraction or improper fraction.
Considering the given question, we have;
quotient of 25 and 5 = 25/ 5
Then increased by 3, we have;
25/5 + 3
find the LCM of the expression
25/5 + 3 = (25 + 15)/5
= 40/5
= 8
Therefore on evaluation, the final answer is 8.
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EXERCISE 8.2 a) 5x²-2r³+3 - 6x c) -2r²-2r²³-6-5r³ 1. Write down the constant term in each of these expressi
Suppose that you are testing the hypotheses
H0: μ=72 vs.HA μ≠72. A sample of size 76 results in a sample mean of 77 and a sample standard deviation of 1.3.
a) What is the standard error of the mean?
b) What is the critical value of t* for a 90% confidence interval?
c) Construct a 90% confidence interval for μ.
d) Based on the confidence interval, at α=0.100 can you reject H0?
Explain.
The population mean is not equal to 72 at a 10% significance level.
a) The standard error of the mean is given by the formula:
SE = σ/√n
where σ is the population standard deviation, n is the sample size. Since the population standard deviation is not known, we use the sample standard deviation as an estimate. Therefore,
SE = s/√n = 1.3/√76 ≈ 0.149
b) We need to find the critical value of t* with 75 degrees of freedom (df = n-1) and a 90% confidence level. Using a t-table or calculator, we find that the critical value is approximately t* = ±1.663.
c) To construct the 90% confidence interval, we use the formula:
CI = X ± t*(SE)
where X is the sample mean, t* is the critical value, and SE is the standard error of the mean. Substituting the values, we get:
CI = 77 ± 1.663(0.149) = (76.739, 77.261)
Therefore, we are 90% confident that the true population mean μ lies within the interval (76.739, 77.261).
d) To test the hypothesis at α=0.100, we compare the confidence interval with the null hypothesis. If the null hypothesis falls outside the confidence interval, we reject it at the given level of significance.
Since 72 is not within the confidence interval of (76.739, 77.261), we can reject the null hypothesis at α=0.100. This means we have sufficient evidence to conclude that the population mean is not equal to 72 at a 10% significance level.
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A colony of bacteria grows so that t days after the start of an experiment, the number of bacteria is n • 2 t/2, when n is the number of bacteria at the start of the expierement if there are 10,000bactrria 6 days after the experiments start what is the value of n
The initial number of bacteria in the colony was approximately 13.5.
The value of n, the number of bacteria at the start of the experiment, can be calculated using the formula n =
[tex](b/2)^(2/t),[/tex]
where b is the number of bacteria at any given time and t is the time in days.
Plugging in the given values, we get: n =
[tex](10,000/2)^(2/6)[/tex]
n =
[tex]2,500^(1/3)[/tex]
n ≈ 13.5. This formula is derived from the fact that the growth of bacteria is often modeled by an exponential function, where the rate of growth is proportional to the current population size.
In this case, the number of bacteria is doubling every 2 days (since [tex]2^(1/2) = 2^(2/4) = 2^(4/8) = ...),[/tex] so we can rewrite the original equation as n • [tex]2^(t/2)[/tex]. Using the given information that there are 10,000 bacteria 6 days after the experiment starts, we can plug in these values and solve for n using the derived formula.
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9-88. + If the standard deviation of hole diameter exceeds 0. 01 millimeters, there is an unacceptably high probability that the rivet will not fit. Suppose that n= 15 and s =0. 008 millimeter. (a) Is there strong evidence to indicate that the standard devia- tion of hole diameter exceeds 0. 01 millimeter? Use a = 0. 1. State any necessary assumptions about the underly- ing distribution of the data. Find the P-value for this test. (b) Suppose that the actual standard deviation ofhole diam- eter exceeds the hypothesized value by 50%. What is the probability that this difference will be detected by the test described in part (a)? (c) If o is really as large as 0. 0125 millimeters, what sam- ple size will be required to detect this with power of at least 0. 8?
(a)There's solid prove to demonstrate that the standard deviation of gap breadth surpasses 0.01 millimeters. (b) Employing a control calculator or computer program, ready to decide that a test measure of roughly 44 is required to realize a control of at slightest 0.8 to detect a 50% increment in standard deviation at a centrality level of 0.1. (c) Assuming the same noteworthiness level of 0.1, ready to utilize a control calculator or program to discover that a test measure of around 22 is required to attain a control of at slightest 0.8.
(a) To test in case the standard deviation of gap distance across surpasses 0.01 millimeters, we are able utilize a one-tailed t-test with a noteworthiness level of 0.1. The invalid speculation is that the standard deviation is less than or rise to to 0.01 millimeters, and the elective theory is that the standard deviation is more noteworthy than 0.01 millimeters. We expect that the basic dispersion of the gap breadths is around ordinary.
Utilizing the equation for the t-test, we get:
[tex]t = (s / \sqrt{} (n-1)) / (0.01)[/tex]
[tex]t = (0.008 / \sqrt{} (14)) / (0.01)[/tex]
t = 2.26
The degrees of opportunity for this test is n-1 = 14. From a t-distribution table, we discover that the p-value for a one-tailed test with 14 degrees of opportunity and t=2.26 is roughly 0.021. Since the p-value is less than the noteworthiness level of 0.1, we dismiss the invalid speculation.
(b) To discover the likelihood that the test in part (a) will identify a 50% increment in standard deviation, we have to be calculate the control of the test. The control of a test is the likelihood of dismissing the invalid theory when the elective theory is genuine.
The control of the test depends on a few components, counting the test measure, the noteworthiness level, and the impact measure. In this case, the effect size is the contrast between the actual standard deviation and the hypothesized esteem, communicated in standard deviation units.
(c) If the real standard deviation is 0.0125 millimeters and we need to distinguish this with a control of at least 0.8, we ought to decide the test measure required for the test. Assuming the same noteworthiness level of 0.1, ready to utilize a control calculator or program to discover that a test measure of around 22 is required to attain a control of at slightest 0.8.
We have utilized a one-tailed t-test to decide that there's solid prove to show that the standard deviation of gap breadth surpasses 0.01 millimeters. We have too calculated the control of the test to distinguish a 50% increment in standard deviation and the test measure required to distinguish a standard deviation of 0.0125 millimeters with a control of at slightest 0.8.
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