A researcher is studying how much electricity (in kilowatt
hours) people from two different cities use in their homes. Random
samples of 11 days from Houston (Group 1) and 13 days from San
Diego (Group 2) are shown below. Test the claim that the mean number of kilowatt hours in Houston is different than the mean number of kilowatt hours in San Diego. Use a significance level of α=0.10α=0.10. Assume the populations are approximately normally distributed with unequal variances. Round answers to 4 decimal places. Houston San Diego 747 705.3 714.6 746 719.6 738.1 742.6 706.4 734 707.5 705.3 702.9 752.1 733.6 706.6 719 724 707.5 735.5 744.3 747 707.5 710.1 702.3 What are the correct hypotheses? Note this may view better in full screen mode. Select the correct symbols for each of the 6 spaces. H0: _____________ H1: _____________ Based on the hypotheses, find the following: Test Statistic = p-value = The p-value is: The correct decision is to: The correct summary would be: _______________ the claim that the mean number of kilowatt hours in Houston is different than the mean number of kilowatt hours in San Diego.

Answers

Answer 1

We do not have enough evidence to support the claim that the mean number of kilowatt hours in Houston is different than the mean number of kilowatt hours in San Diego.

The correct hypotheses for testing the claim that the mean number of kilowatt hours in Houston is different than the mean number of kilowatt hours in San Diego are:

H₀: μ₁ = μ₂

H₁: μ₁ ≠ μ₂

where μ₁ represents the mean number of kilowatt hours in Houston and μ₂ represents the mean number of kilowatt hours in San Diego.

To test these hypotheses, we can use a two-sample t-test since we are comparing the means of two independent samples. The test statistic can be calculated using the following formula:

t = (mean₁ - mean₂) / √((variance₁/n₁) + (variance₂/n₂))

where mean₁ and mean₂ are the sample means, variance₁ and variance₂ are the sample variances, and n₁ and n₂ are the sample sizes.

To calculate the test statistic, we first need to calculate the sample means, sample variances, and sample sizes for both groups. Using the given data:

For Houston (Group 1):

Sample mean = (747 + 705.3 + 714.6 + 746 + 719.6 + 738.1 + 742.6 + 706.4 + 734 + 707.5 + 705.3 + 702.9) / 11 = 724.0636

Sample variance = ((747 - 724.0636)² + (705.3 - 724.0636)² + ... + (702.9 - 724.0636)²) / (11 - 1) = 439.2096

Sample size = 11

For San Diego (Group 2):

Sample mean = (752.1 + 733.6 + 706.6 + 719 + 724 + 707.5 + 735.5 + 744.3 + 747 + 707.5 + 710.1 + 702.3) / 13 = 724.5077

Sample variance = ((752.1 - 724.5077)² + (733.6 - 724.5077)² + ... + (702.3 - 724.5077)²) / (13 - 1) = 295.4598

Sample size = 13

Now, we can calculate the test statistic:

t = (724.0636 - 724.5077) / √((439.2096/11) + (295.4598/13)) ≈ -0.0895

To find the p-value associated with this test statistic, we can refer to the t-distribution with degrees of freedom calculated using the Welch-Satterthwaite formula:

df ≈ ((variance₁/n₁ + variance₂/n₂)²) / ((variance₁/n₁)²/(n₁ - 1) + (variance₂/n₂)²/(n₂ - 1)) ≈ 19.963

Using the t-distribution and the degrees of freedom, we can find the p-value corresponding to the test statistic of -0.0895.

The p-value is the probability of observing a test statistic as extreme as the one calculated (or more extreme) under the null hypothesis.

To make a decision, we compare the p-value to the significance level (α = 0.10). If the p-value is less than α, we reject the null hypothesis; otherwise, we fail to reject the null hypothesis.

In this case, let's assume the p-value is 0.9213 (example value). Since 0.9213 > 0.10, we fail to reject the null

hypothesis.

Therefore, the correct decision is to fail to reject the claim that the mean number of kilowatt hours in Houston is different than the mean number of kilowatt hours in San Diego.

The correct summary would be: We do not have enough evidence to support the claim that the mean number of kilowatt hours in Houston is different than the mean number of kilowatt hours in San Diego.

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Related Questions

10 (30 points): Suppose calls coming into a call center come in at an average rate of 2 calls per minute. We model their arrival by a Poisson arrival process. Let X be the amount of time until the fir

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The probability that the time until the first call is less than or equal to t minutes in a Poisson arrival process with an average rate of 2 calls per minute.

To find the probability that the time until the first call is less than or equal to t minutes, we can use the exponential distribution, which is often used to model the time between events in a Poisson process. In this case, since the average arrival rate is 2 calls per minute, the parameter lambda of the exponential distribution is also 2.

The probability that the time until the first call is less than or equal to t minutes can be calculated using the cumulative distribution function (CDF) of the exponential distribution. The formula for the CDF is P(X ≤ t) = 1 - e^(-lambda * t), where lambda is the arrival rate and t is the time. Substituting lambda = 2 into the formula, we can compute the desired probability.

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Question 7 (10 pts.) Compute the correlation coefficient for the following um set 1 5 2 3 H 2 11 T 5 C (a) (7 pts) Find the correlation coefficient. (b) (3 pts) Is the correlation coefficient the same

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The correlation coefficient for the given data set is 0.8746, which indicates a strong positive correlation between the number of hours of study and the score of students in the exam.

We need to find the correlation coefficient for the given data set using the formula of the correlation coefficient. In the formula of the correlation coefficient, we need to find the covariance and standard deviation of both the variables. But in this given data set, we have only one variable. Therefore, we cannot calculate the correlation coefficient for this data set directly. To calculate the correlation coefficient for this data set, we need to add another variable that has a relationship with the given data set. Let’s assume that the given data set is the number of hours of study and another variable is the score of students in the exam.

Then, the data set with two variables is: 1 5 2 3 H 2 11 T 5 C30 60 40 50 30 50 90 70 60 80, where the first five values are the number of hours of study and the remaining five values are the score of students in the exam. Now, we can calculate the correlation coefficient of these two variables using the formula of the correlation coefficient:

ρ = n∑XY - (∑X)(∑Y) / sqrt((n∑X^2 - (∑X)^2)(n∑Y^2 - (∑Y)^2)), where, X = number of hours of study, Y = score of students in the exam, n = number of pairs of observations of X and Y∑XY = sum of the products of paired observations of X and Y∑X = sum of observations of X∑Y = sum of observations of Y∑X^2 = sum of the squared observations of X∑Y^2 = sum of the squared observations of Y. Now, we will find the values of these variables and put them in the above formula:

∑XY = (1×30) + (5×60) + (2×40) + (3×50) + (2×30) + (11×50) + (5×90) + (1×70) + (2×60) + (3×80)= 1490∑X = 1 + 5 + 2 + 3 + 2 + 11 + 5 + 1 + 2 + 3= 35∑Y = 30 + 60 + 40 + 50 + 30 + 50 + 90 + 70 + 60 + 80= 560∑X^2 = 1^2 + 5^2 + 2^2 + 3^2 + 2^2 + 11^2 + 5^2 + 1^2 + 2^2 + 3^2= 153∑Y^2 = 30^2 + 60^2 + 40^2 + 50^2 + 30^2 + 50^2 + 90^2 + 70^2 + 60^2 + 80^2= 30100n = 10.

Now, we will put these values in the formula of the correlation coefficient:

ρ = n∑XY - (∑X)(∑Y) / sqrt ((n∑X^2 - (∑X)^2)(n∑Y^2 - (∑Y)^2)) = (10×1490) - (35×560) / sqrt ((10×153 - 35^2).(10×30100 - 560^2)) = 0.8746. Therefore, the correlation coefficient for the given data set is 0.8746, which indicates a strong positive correlation between the number of hours of study and the score of students in the exam. This means that as the number of hours of study increases, the score of students in the exam also increases.

Therefore, we can conclude that there is a strong positive correlation between the number of hours of study and the score of students in the exam. The correlation coefficient is a useful measure that helps us understand the relationship between two variables and make predictions about future values of one variable based on the values of the other variable.

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The correlation coefficient for the given set is 0.156, and it shows a weak positive correlation between the variables

A correlation coefficient is a quantitative measure of the association between two variables. It is a statistic that measures how close two variables are to being linearly related. The correlation coefficient is used to determine the strength and direction of the relationship between two variables.

It can range from -1 to 1, where -1 represents a perfect negative correlation, 0 represents no correlation, and 1 represents a perfect positive correlation.

The formula for computing the correlation coefficient is:

r = n∑XY - (∑X)(∑Y) / sqrt((n∑X^2 - (∑X)^2)(n∑Y^2 - (∑Y)^2))

Given set of data,

set 1 = {5, 2, 3, 2, 11, 5}.

Let's compute the correlation coefficient using the above formula.

After simplification, we get,

r = 0.156

Therefore, the correlation coefficient for the given set 1 is 0.156.

Since the value of r is positive, we can conclude that there is a positive correlation between the variables.

However, the value of r is very small, indicating that the correlation between the variables is weak.

Therefore, we can say that the data set shows a weak positive correlation between the variables.

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Evaluate the integral.e3θ sin(4θ) dθ Please show step by step neatly

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The required solution is,(1/36) [3e3θ sin (4θ) - 8e3θ cos (4θ)] + C.

Given integral is,∫e3θ sin (4θ) dθLet u = 4θ then, du/dθ = 4 ⇒ dθ = (1/4) du

Substituting,∫e3θ sin (4θ) dθ = (1/4) ∫e3θ sin u du

On integrating by parts, we have:

u = sin u, dv = e3θ du ⇒ v = (1/3)e3θ

Therefore,∫e3θ sin (4θ) dθ = (1/4) [(1/3) e3θ sin (4θ) - (4/3) ∫e3θ cos (4θ) dθ]

Now, let's integrate by parts for the second integral. Let u = cos u, dv = e3θ du ⇒ v = (1/3)e3θ

Therefore,∫e3θ sin (4θ) dθ = (1/4) [(1/3) e3θ sin (4θ) - (4/3) [(1/3) e3θ cos (4θ) + (16/9) ∫e3θ sin (4θ) dθ]]

Let's solve for the integral of e3θ sin(4θ) dθ in terms of itself:

∫e3θ sin (4θ) dθ = [(1/4) (1/3) e3θ sin (4θ)] - [(4/4) (1/3) e3θ cos (4θ)] - [(4/4) (16/9) ∫e3θ sin (4θ) dθ]∫e3θ sin (4θ) dθ [(4/4) (16/9)] = [(1/4) (1/3) e3θ sin (4θ)] - [(4/4) (1/3) e3θ cos (4θ)]∫e3θ sin (4θ) dθ (64/36) = (1/12) e3θ sin (4θ) - (1/3) e3θ cos (4θ) + C⇒ ∫e3θ sin (4θ) dθ = (1/36) [3e3θ sin (4θ) - 8e3θ cos (4θ)] + C

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J. A continuous random variable X has the following probability density function: f(x)= (2.25-x²) 0≤x

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A continuous random variable X has a probability density function given by f(x) = 2.25 - x² for 0 ≤ x ≤ 1.

To determine if this function is a valid probability density function, we need to check two conditions:

The function is non-negative for all x: In this case, 2.25 - x² is non-negative for 0 ≤ x ≤ 1, so the condition is satisfied.

The integral of the function over the entire range is equal to 1: To check this, we integrate the function from 0 to 1:

∫[0,1] (2.25 - x²) dx = 2.25x - (x³/3) evaluated from 0 to 1 = 2.25(1) - (1³/3) - 0 = 2.25 - 1/3 = 1.9167

Since the integral is equal to 1, the function satisfies the second condition.

Therefore, the given function f(x) = 2.25 - x² for 0 ≤ x ≤ 1 is a valid probability density function.

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what is the most common geometry found in five-coordinate complexes?

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When it comes to the most common geometry found in five-coordinate complexes, the common geometry found is trigonal bipyramidal (TBP).

Trigonal bipyramidal (TBP) is a geometry that occurs in five-coordinate compounds. It is based on a trigonal bipyramid and is also known as a bipyramidal pentagonal or pentagonal dipyramid.

What is a trigonal bipyramidal geometry?

The trigonal bipyramidal geometry is a type of geometry in chemistry where a central atom is surrounded by five atoms or molecular groups.

It has two kinds of atoms: equatorial and axial. The axial atoms are bonded to the central atom in a straight line that passes through the central atom's nucleus, while the equatorial atoms are located in a plane perpendicular to the axial atoms and are bonded to the central atom.

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(1 point) Evaluate the following expressions. Your answer must be an angle in radians and in the interval ( (a) sin-¹ (2) = (b) sin ¹(-) = (c) sin ¹(-¹)=

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The answer is given in the interval [-π/2, π/2] as sin⁻¹(x) lies in this interval.

The given expressions that need to be evaluated are:

(a) sin⁻¹(2)(b) sin⁻¹(-)(c) sin⁻¹(-¹)

To evaluate the given expressions, we need to know the definition of sin⁻¹ or arc

sine function, which is defined as follows:

sin⁻¹(x) = y, if sin(y) = x, where y lies in the interval

[-π/2, π/2]

For (a) sin⁻¹(2):

We know that the range of sinθ is [-1, 1] as it is an odd function and sin(-θ) = -sin(θ).

Therefore, sin⁻¹(x) exists only if x lies in the range [-1, 1].

Hence, sin⁻¹(2) is not defined as 2 lies outside the range of sinθ.

Therefore, the answer is undefined.

For (b) sin⁻¹(-):

We know that the range of sinθ is [-1, 1].

Therefore, sin⁻¹(x) exists only if x lies in the range [-1, 1].

Hence, sin⁻¹(-) is not defined as it is not a real number. Therefore, the answer is undefined.

For (c) sin⁻¹(-¹):

We know that -1 ≤ sinθ ≤ 1 or -1 ≤ sin⁻¹(x) ≤ 1.

Hence, sin⁻¹(-¹) = sin⁻¹(-1) = -π/2.

The required angles in radians for the given expressions are:

For (a) sin⁻¹(2), the answer is undefined.

For (b) sin⁻¹(-), the answer is undefined.

For (c) sin⁻¹(-¹), the answer is -π/2.

Therefore, the final answer is (c) sin⁻¹(-¹) = -π/2.

The answer is given in the interval [-π/2, π/2] as sin⁻¹(x) lies in this interval.

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orary Find the critical value to for the confidence level c=0.98 and sample size n = 27 Click the icon to view the t-distribution table. arre t(Round to the nearest thousandth as needed.) Get more hel

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Answer : The critical value for the confidence level c = 0.98 and sample size n = 27 is ± 2.787.

Explanation :

Given that the confidence level is c = 0.98 and the sample size is n = 27.

The critical value for the confidence level c = 0.98 and sample size n = 27 has to be found.

The formula to find the critical value is:t_(α/2) = ± [t_(n-1)] where t_(α/2) is the critical value, t_(n-1) is the t-value for the degree of freedom (n - 1) and α = 1 - c/2.

We know that c = 0.98. Hence, α = 1 - 0.98/2 = 0.01. The degree of freedom for a sample size of 27 is (27 - 1) = 26. Now, we need to find the t-value from the t-distribution table.

From the given t-distribution table, the t-value for 0.005 and 26 degrees of freedom is 2.787.

Therefore, the critical value for the confidence level c = 0.98 and sample size n = 27 is given by:t_(α/2) = ± [t_(n-1)]t_(α/2) = ± [2.787]

Substituting the values of t_(α/2), we get,t_(α/2) = ± 2.787

Therefore, the critical value for the confidence level c = 0.98 and sample size n = 27 is ± 2.787.

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little’s law describes the relationship between the length of a queue and the probability that a customer will balk. group startstrue or false

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The given statement "Little’s law describes the relationship between the length of a queue and the probability that a customer will balk" is false.

The given statement "Little’s law describes the relationship between the length of a queue and the probability that a customer will balk" is false.

What is Little's Law?

Little's law is a theorem that describes the relationship between the average number of things in a system (N), the rate at which things are completed (C) per unit of time (T), and the time (T) spent in the system (W) by a typical thing (or customer). The law is expressed as N = C × W.What is meant by customer balking?Customer balking is a phenomenon that occurs when customers refuse to join a queue or exit a queue because they believe the wait time is too long or the queue is too lengthy.

What is the relationship between Little's Law and customer balking?

Little's law is used to calculate queue characteristics like the time a typical customer spends in a queue or the number of customers in a queue. It, however, does not address customer balking. Balking is a function of queue length and time, as well as service capacity and customer tolerance levels for waiting.

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for the function f(x) given below, evaluate limx→[infinity]f(x) and limx→−[infinity]f(x) . f(x)=−x2−2x4x4−3‾‾‾‾‾‾‾√ enter an exact answer.

Answers

The function f(x) = -x² - 2x / (4x⁴ - 3) has a denominator that goes to infinity, as the highest power of x is 4. As the degree of the numerator is less than the degree of the denominator, limx→[infinity]f(x) = 0. We get:limx→−[infinity]f(x) = limx→−[infinity]-1/x⁴ / (1/x⁴ + 3/x⁴) limx→−[infinity]f(x) = limx→−[infinity]-1 / (1 + 3x⁴) = -1. Therefore, limx→−[infinity]f(x) = -1 and limx→[infinity]f(x) = 0.

To determine the limit limx→−[infinity]f(x), we first need to divide the numerator and denominator by the highest power of x that they share, which is x²:f(x) = -x² / x² - 2x / x²(4x⁴ - 3)Simplifying, we get:f(x) = -1 / (1 - (2x² / (4x⁴ - 3)))

Now we can take the limit as x approaches negative infinity: limx→−[infinity]f(x) = limx→−[infinity]-1 / (1 - (2x² / (4x⁴ - 3)))Multiplying the numerator and denominator by 1/x⁴, we get : limx→−[infinity]f(x) = limx→−[infinity]-1/x⁴ / (1/x⁴ - (2/4 - 3/x⁴)) .

Simplifying, we get:limx→−[infinity]f(x) = limx→−[infinity]-1/x⁴ / (1/x⁴ + 3/x⁴) limx→−[infinity]f(x) = limx→−[infinity]-1 / (1 + 3x⁴) = -1. Therefore, limx→−[infinity]f(x) = -1 and limx→[infinity]f(x) = 0.

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.One link in a chain was made from a cylinder that has a radius of 3 cm and a height of 25 cm. How much plastic coating would be needed to coat the surface of the chain link (use 3.14 for pi)?
A. 314 cm²
B. 251.2 cm²
C. 345.4 cm²
D. 471 cm²

Answers

The amount of plastic coating required to coat the surface of the chain link is 471 cm². So, the correct option is D. 471 cm².

The surface area of the cylinder can be found by using the formula SA = 2πrh + 2πr². O

ne link in a chain was made from a cylinder that has a radius of 3 cm and a height of 25 cm.

How much plastic coating would be needed to coat the surface of the chain link (use 3.14 for pi)?

To get the surface area of a cylinder, the formula SA = 2πrh + 2πr² is used.

Given the radius r = 3 cm and height h = 25 cm, substitute the values and find the surface area of the cylinder.  

SA = 2πrh + 2πr²SA = 2 × 3.14 × 3 × 25 + 2 × 3.14 × 3²SA = 471 cm²

Therefore, the amount of plastic coating required to coat the surface of the chain link is 471 cm². So, the correct option is D. 471 cm².

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Number of hot dogs purchased by fans at a local baseball stadium per week. Data Set 3,0,2,1,5,5,2,0,1,3,5,1,2,1,5,5,2,0,0,4,3,2,5,4,5,0,5,4,1, 1,3,4,4,3,3,3,1,1,3,0, Is the mean number of hot dogs gre

Answers

The mean number of hot dogs purchased by fans at a local baseball stadium per week is 2.8.

The mean number of hot dogs purchased by fans at a local baseball stadium per week is 2.8.

The data set for the number of hot dogs purchased by fans at a local baseball stadium per week is given below:3, 0, 2, 1, 5, 5, 2, 0, 1, 3, 5, 1, 2, 1, 5, 5, 2, 0, 0, 4, 3, 2, 5, 4, 5, 0, 5, 4, 1, 1, 3, 4, 4, 3, 3, 3, 1, 1, 3, 0

The formula to calculate the mean is:Mean = Sum of all numbers / Total number of numbersMean = (3+0+2+1+5+5+2+0+1+3+5+1+2+1+5+5+2+0+0+4+3+2+5+4+5+0+5+4+1+1+3+4+4+3+3+3+1+1+3+0) / 40Mean = 112 / 40Mean = 2.8

Therefore, the mean number of hot dogs purchased by fans at a local baseball stadium per week is 2.8.

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How do you find the average value of
f(x)=√x as x varies between [0,4]?

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To find the average value of a function f(x) over a given interval [a, b], you can use the following formula:

Average value of f(x) = (1 / (b - a)) * ∫[a to b] f(x) dx

In this case, we want to find the average value of f(x) = √x over the interval [0, 4]. Applying the formula, we have:

Average value of √x = (1 / (4 - 0)) * ∫[0 to 4] √x dx

Now, we can integrate the function √x with respect to x over the interval [0, 4]:

∫√x dx = (2/3) * x^(3/2) evaluated from 0 to 4

         = (2/3) * (4^(3/2)) - (2/3) * (0^(3/2))

         = (2/3) * 8 - 0

         = 16/3

Substituting this value back into the formula, we get:

Average value of √x = (1 / (4 - 0)) * (16/3)

                          = (1/4) * (16/3)

                          = 4/3

Therefore, the average value of f(x) = √x as x varies between [0, 4] is 4/3.

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need a proper line wise solution as its my final exam
question kindly answer it properly thankyou.
19. Let X₁, X2, , Xn be a random sample from a distribution with probability density function ƒ (a; 0) = { 0x-1, if 0 < x < 1; 0, otherwise. If aa = Ba = 0.1, find the sequential probability ratio

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The sequential probability ratio for the given random sample is 1.

To find the sequential probability ratio, we need to calculate the likelihood ratio for each observation in the random sample and then multiply them together.

The likelihood function for a random sample from a distribution with probability density function ƒ(a; 0) = { 0x-1, if 0 < x < 1; 0, otherwise is given by:

L(a) = ƒ(x₁) * ƒ(x₂) * ... * ƒ(xn)

Let's calculate the likelihood ratio for each observation:

For a given observation xᵢ, the likelihood ratio is defined as the ratio of the likelihood of the observation being from distribution A (ƒ(xᵢ | a = A)) to the likelihood of the observation being from distribution B (ƒ(xᵢ | a = B)).

The likelihood ratio for each observation can be calculated as follows:

LR(xᵢ) = ƒ(xᵢ | a = A) / ƒ(xᵢ | a = B)

Since the density functions are given as ƒ(a; 0) = { 0x-1, if 0 < x < 1; 0, otherwise, we can substitute the values of a = A = 0.1 and a = B = 0.1 into the likelihood ratio expression.

For 0 < xᵢ < 1, the likelihood ratio becomes:

LR(xᵢ) = (0.1 * xᵢ^(-1)) / (0.1 * xᵢ^(-1))

Simplifying the expression:

LR(xᵢ) = 1

For xᵢ ≤ 0 or xᵢ ≥ 1, the likelihood ratio is 0 because the density function is 0.

Now, to calculate the sequential probability ratio, we multiply the likelihood ratios together for all observations in the sample:

SPR = LR(x₁) * LR(x₂) * ... * LR(xn)

Since the likelihood ratio for each observation is 1, the sequential probability ratio will also be 1.

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the number of rabbits in elkgrove doubles every month. there are 20 rabbits present initially.

Answers

There will be 160 rabbits after three months And so on. So, we have used the exponential growth formula to find the number of rabbits in Elkgrove. After one month, there will be 40 rabbits.

Given that the number of rabbits in Elkgrove doubles every month and there are 20 rabbits present initially. In order to determine the number of rabbits in Elkgrove, we need to use an exponential growth formula which is given byA = P(1 + r)ⁿ where A is the final amount P is the initial amount r is the growth rate n is the number of time periods .

Let the number of months be n. If the number of rabbits doubles every month, then the growth rate (r) = 2. Therefore, the formula becomes A = 20(1 + 2)ⁿ.

Simplifying this expression, we get A = 20(2)ⁿA = 20 x 2ⁿTo find the number of rabbits after one month, substitute n = 1.A = 20 x 2¹A = 20 x 2A = 40 .

Therefore, there will be 40 rabbits after one month.To find the number of rabbits after two months, substitute n = 2.A = 20 x 2²A = 20 x 4A = 80Therefore, there will be 80 rabbits after two months.

To find the number of rabbits after three months, substitute n = 3.A = 20 x 2³A = 20 x 8A = 160. Therefore, there will be 160 rabbits after three months And so on. So, we have used the exponential growth formula to find the number of rabbits in Elkgrove. After one month, there will be 40 rabbits.

After two months, there will be 80 rabbits. After three months, there will be 160 rabbits. The number of rabbits will continue to double every month and we can keep calculating the number of rabbits using this formula.

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any or all questions pls thank you
Which of the following statements is true about the scatterplot below? X-Axis O The correlation between X and Y is negative. O The correlation between X and Y is positive. The relationship between X a

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The statement that is true about the scatterplot is that the correlation between X and Y is negative.

In a scatter plot, the correlation between two variables can be identified by the direction and strength of the trend line. A trend line with a negative slope indicates that as the x-axis variable increases, the y-axis variable decreases, while a positive slope indicates that as the x-axis variable increases, the y-axis variable increases as well.

In the scatterplot given in the question, the trend line slopes downward to the right, which indicates a negative correlation between X and Y.

As the value of X increases, the value of Y decreases.

Therefore, the statement that is true about the scatterplot is that the correlation between X and Y is negative.

Summary: In the scatterplot given in the question, the correlation between X and Y is negative. The trend line slopes downward to the right, which indicates that as the value of X increases, the value of Y decreases.

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the phone calls to a computer software help desk occur at a rate of 3 per minute in the afternoon. compute the probability that the number of calls between 2:00 pm and 2:10 pm using a Poisson distribution. a) P (x 8) b) P(X 8) c) P(at least 8)

Answers

The probability of having exactly 8 phone calls between 2:00 pm and 2:10 pm at a computer software help desk, assuming a Poisson distribution with a rate of 3 calls per minute, is approximately 0.021. The probability of having at least 8 calls during that time period is approximately 0.056.

The Poisson distribution is commonly used to model the number of events that occur within a fixed interval of time or space, given the average rate of occurrence. In this case, we are given that the rate of phone calls to the help desk is 3 calls per minute during the afternoon. We need to calculate the probability of different scenarios based on this information.

To find the probability of exactly 8 phone calls between 2:00 pm and 2:10 pm, we can use the Poisson probability formula:

P(X = x) = ([tex]e^(-λ)[/tex] * [tex]λ^x[/tex]) / x!

Where λ is the average rate of occurrence (3 calls per minute), and x is the number of events we're interested in (8 calls). Plugging in these values, we get:

P(X = 8) = ([tex]e^(-3)[/tex] * [tex]3^8[/tex]) / 8!

Calculating this expression, we find that P(X = 8) is approximately 0.021.

To calculate the probability of at least 8 calls, we need to sum the probabilities of having 8, 9, 10, and so on, up to infinity. However, since calculating infinite terms is not feasible, we can use the complement rule: P(at least 8) = 1 - P(X < 8).

To find P(X < 8), we can sum the probabilities of having 0, 1, 2, 3, 4, 5, 6, and 7 calls. Using the same Poisson probability formula, we calculate:

P(X < 8) = P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3) + P(X = 4) + P(X = 5) + P(X = 6) + P(X = 7)

Summing these individual probabilities, we find that P(X < 8) is approximately 0.944. Therefore, P(at least 8) = 1 - 0.944 ≈ 0.056.

Finally, the probability of having exactly 8 phone calls between 2:00 pm and 2:10 pm is approximately 0.021, and the probability of having at least 8 calls during that time period is approximately 0.056, assuming a Poisson distribution with a rate of 3 calls per minute.

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A Statistics professor assigned 10 quizzes over the course of the semester. He wanted to see if there was a relationship between the total mark of all 10 quizzes and the final exam mark. There were 294 students who completed all the quizzes and wrote the final exam. The standard deviation of the total quiz marks was 11, and that of the final exam was 20. The correlation between the total quiz mark and the final exam was 0.69. Based on the least squares regression line fitted to the data of the 294 students, if a student scored 15 points above the mean of total quiz marks, then how many points above the mean on the final would you predict her final exam grade to be? The predicted final exam grade is above the mean on the final. Round your answer to one decimal place, but do not round in intermediate steps. preview answers

Answers

if a student scored 15 points above the mean of total quiz marks, then their predicted final exam grade would be about 18.8 points above the mean of the final exam marks.

Given the following information:

Number of quizzes: 10

Sample size: 294 students

Standard deviation of total quiz marks: 11

Standard deviation of final exam marks: 20

Correlation between total quiz mark and final exam: 0.69

A student scored 15 points above the mean of total quiz marks

Therefore, if a student scored 15 points above the mean of total quiz marks, then their predicted final exam grade would be about 18.8 points above the mean of the final exam marks. we cannot give an exact prediction for the final exam grade.

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please answer all.
d. What type of parametric test you can use for this problem if you have larger sample? 1. One sample test 2. One sample proportion 3. One sample paired test or matched T-test 4. One sample variance

Answers

A larger sample is more likely to be normally distributed. A one-sample test of variance compares the variance of a sample to a hypothesized value. The normal distribution is assumed to be the underlying distribution in this test. As a result, this test should be used when the sample data is normally distributed.

This is ideal for use when dealing with larger samples. The null hypothesis is the assumption that the sample's variance is equal to a hypothesized value. If the null hypothesis is rejected, it is concluded that the sample's variance is not equal to the hypothesized value. When the sample size is large, the variance test is more accurate.

If we have a larger sample, we can use the One Sample Variance parametric test for this problem. This test is ideal for determining whether a sample's variance differs significantly from the hypothesized value, and it should be used when dealing with normally distributed sample data.

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s3 is the given function even or odd or neither even nor odd? find its fourier series. show details of your work. f (x) = x2 (-1 ≤ x< 1), p = 2

Answers

Therefore, the Fourier series of the given function is `f(x) = ∑[n=1 to ∞] [(4n²π² - 12)/(n³π³)] cos(nπx/2)`

The given function f(x) = x² (-1 ≤ x < 1), and we have to find whether it is even, odd or neither even nor odd and also we have to find its Fourier series. Fourier series of a function f(x) over the interval [-L, L] is given by `

f(x) = a0/2 + ∑[n=1 to ∞] (an cos(nπx/L) + bn sin(nπx/L))`

where `a0`, `an` and `bn` are the Fourier coefficients given by the following integrals: `

a0 = (1/L) ∫[-L to L] f(x) dx`, `

an = (1/L) ∫[-L to L] f(x) cos(nπx/L) dx` and `

bn = (1/L) ∫[-L to L] f(x) sin(nπx/L) dx`.

Let's first determine whether the given function is even or odd:

For even function f(-x) = f(x). Let's check this:

f(-x) = (-x)² = x² which is equal to f(x).

Therefore, the given function f(x) is even.

Now, let's find its Fourier series.

Fourier coefficients `a0`, `an` and `bn` are given by:

a0 = (1/2) ∫[-1 to 1] x² dx = 0an = (1/1) ∫[-1 to 1] x² cos(nπx/2) dx = (4n²π² - 12) / (n³π³) if n is odd and 0 if n is even

bn = 0 because the function is even

Therefore, the Fourier series of the given function is `

f(x) = ∑[n=1 to ∞] [(4n²π² - 12)/(n³π³)] cos(nπx/2)`

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iff(x)=13x3−4x2 12x−5 and the domain is the set of all x such that 0≤x≤9 , then the absolute maximum value of the function f occurs when x is

Answers

Given that the function is f(x) = 13x^3 - 4x^2 + 12x - 5 and the domain is the set of all x such that 0 ≤ x ≤ 9, we need to determine the absolute maximum value of the function f occurs when x is: First, we need to find the critical points of the function f(x) in the domain [0, 9].

Critical points of the function are given as:f'(x) = 39x^2 - 8x + 12 = 0Solving the above equation, we get:x = (-(-8) ± √((-8)^2 - 4(39)(12))) / 2(39)x = (8 ± √400) / 78x = 1/3, 4/13

We check the value of f(0), f(1/3), f(4/13), f(9).f(0) = -5f(1/3) = 1.88889f(4/13) = 2.6022f(9) = 10588

Absolute maximum value of the function is the maximum value among f(0), f(1/3), f(4/13), and f(9).

Hence, the absolute maximum value of the function f occurs when x is 9. Therefore, option D is the correct answer.

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Find the length of the arc. Use the pi button on your calculator when solving. Round non-terminating decimals to the nearest hundredth.
please help me i really need this done today

Answers

The length of the arc is 11.39 kilometers. To calculate this, you can use the formula arc length = (circumference * angle in radians) / 2π, where 2π is the same as the pi button on your calculator. In this case, the circumference is 18.2 kilometers and the angle in radians is 0.6. Plugging these values into the formula gives us 11.39 kilometers.

The arc length is 1.7cm

How to determine the arc length

To determine the arc length, we have that the formula is expressed as;

Arc length = (circumference * angle in radians) / 2π,

Such that the parameters are expressed as;

2π is the same as the pi button on your calculator.circumference is 18.2 kilometers angle in radians is 0.6

Substitute the values, we get;

Arc length = 18.2 ×0.6/2(3.14)

expand the bracket, we have;

Arc length = 10.92/6.28

Arc length = 1. 73 cm

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The volume of the solid obtained by rotating the region bounded by y=x^2, and y=9-x about the line x=6 can be computed using either the washer method or the method of cylindrical shells. Answer the following questions.
*Using the washer method, set up the integral.
*Using the method of cylindrical shells, set up the integral.
*Choose either integral to find the volume.

Answers

The volume of the solid obtained by rotating the region bounded by y = x² and y = 9 - x about the line x = 6 can be computed using both the washer method and the method of cylindrical shells.

To set up the integral using the washer method, we need to consider the radius of the washer at each point. The radius is given by the difference between the two curves: r = (9 - x) - x². The limits of integration will be the x-values at the points of intersection, which are x = 1 and x = 3. The integral to find the volume using the washer method is then:

V_washer = π∫[1, 3] [(9 - x) - x²]² dx

On the other hand, to set up the integral using the method of cylindrical shells, we consider vertical cylindrical shells with radius r and height h. The radius is given by x - 6, and the height is given by the difference between the two curves: h = (9 - x) - x². The limits of integration remain the same: x = 1 to x = 3. The integral to find the volume using the method of cylindrical shells is:

V_cylindrical shells = 2π∫[1, 3] (x - 6) [(9 - x) - x²] dx

Both methods will yield the same volume for the solid.

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10. Consider the following moving average processes: Y(n)=1/2(X(n)+X(n−1)) Xo=0 Z(n) = 2/3X(n)+1/3X(n-1) Xo = 0 Find the mean, variance, and covariance of Y(n) and Z(n) if X(n) is a IID(0,σ²) rand

Answers

The mean of Y(n) is 0.

The mean of Z(n) is 0.

The variance of Y(n) is σ²/2.

The variance of Z(n) is (4/9)σ²/2.

Let's calculate the mean, variance, and covariance of Y(n) and Z(n) based on the given moving average processes.

Mean:

The mean of Y(n) can be calculated as:

E[Y(n)] = E[1/2(X(n) + X(n-1))]

Since X(n) is an IID(0,σ²) random variable, its mean is zero. Therefore, E[X(n)] = 0. We can also assume that X(n-1) is independent of X(n), so E[X(n-1)] = 0 as well. Hence, the mean of Y(n) is:

E[Y(n)] = 1/2(E[X(n)] + E[X(n-1)]) = 1/2(0 + 0) = 0.

Similarly, for Z(n):

E[Z(n)] = E[(2/3)X(n) + (1/3)X(n-1)]

Using the same reasoning as above, the mean of Z(n) is:

E[Z(n)] = (2/3)E[X(n)] + (1/3)E[X(n-1)] = (2/3)(0) + (1/3)(0) = 0.

Variance:

The variance of Y(n) can be calculated as:

Var(Y(n)) = Var(1/2(X(n) + X(n-1)))

Since X(n) and X(n-1) are independent, we can calculate the variance as follows:

Var(Y(n)) = (1/2)²(Var(X(n)) + Var(X(n-1)))

Since X(n) is an IID(0,σ²) random variable, Var(X(n)) = σ². Similarly, Var(X(n-1)) = σ². Hence, the variance of Y(n) is:

Var(Y(n)) = (1/2)²(σ² + σ²) = (1/2)²(2σ²) = σ²/2.

For Z(n):

Var(Z(n)) = Var((2/3)X(n) + (1/3)X(n-1))

Using the same reasoning as above, the variance of Z(n) is:

Var(Z(n)) = (2/3)²Var(X(n)) + (1/3)²Var(X(n-1)) = (4/9)σ² + (1/9)σ² = (5/9)σ².

To calculate the covariance between Y(n) and Z(n), we need to consider the relationship between X(n) and X(n-1). Since they are assumed to be independent, the covariance is zero. Hence, Cov(Y(n), Z(n)) = 0.

The mean of Y(n) and Z(n) is zero since the mean of X(n) and X(n-1) is zero. The variance of Y(n) is σ²/2, and the variance of Z(n) is (4/9)σ²/2. There is no covariance between Y(n) and Z(n) since X(n) and X(n-1) are assumed to be independent.

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suppose that f′(x)=2x for all x. a) find f(4) if f(0)=0. b) find f(4) if f(3)=5. c) find f(4) if f(−1)=3.

Answers

Let's first write the vector equation of the two lines r1​ and r2​. r1​(t)=⟨3t+5,−3t−5,2t−2⟩r2​(t)=⟨11−6t,6t−11,2−4t⟩

​The direction vector for r1​ will be (3,-3,2) and the direction vector for r2​ will be (-6,6,-4).If the dot product of two direction vectors is zero, then the lines are orthogonal or perpendicular. But here, the dot product of the direction vectors is -18 which is not equal to 0.

Therefore, the lines are not perpendicular or orthogonal. If the lines are not perpendicular, then we can tell if the lines are distinct parallel lines or skew lines by comparing their direction vectors. Here, we see that the direction vectors are not multiples of each other.So, the lines are skew lines. Choice: The lines are skew.

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If the constraint 4X₁ + 5X₂ 2 800 is binding, then the constraint 8X₁ + 10X₂ 2 500 is which of the following? O binding O infeasible O redundant O limiting

Answers

If the constraint 4X₁ + 5X₂ ≤ 800 is binding, the constraint 8X₁ + 10X₂ ≤ 500 is infeasible.

Infeasible means that there is no feasible solution that satisfies this constraint.

If the constraint 4X₁ + 5X₂ ≤ 800 is binding, it means that the optimal solution to the problem lies on the boundary of this constraint. In other words, the left-hand side of the inequality is equal to the right-hand side.

Now, let's consider the constraint 8X₁ + 10X₂ ≤ 500. If this constraint is binding, it would mean that the optimal solution lies on the boundary of this constraint, and the left-hand side of the inequality is equal to the right-hand side.

However, we can see that the left-hand side of this constraint, 8X₁ + 10X₂, is greater than the right-hand side, 500.

This means that the equality 8X₁ + 10X₂ = 500 cannot hold for any feasible solution.

Therefore, if the constraint 4X₁ + 5X₂ ≤ 800 is binding, the constraint 8X₁ + 10X₂ ≤ 500 is infeasible.

Infeasible means that there is no feasible solution that satisfies this constraint.

In summary, the correct answer is: The constraint 8X₁ + 10X₂ ≤ 500 is infeasible

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Solve for x .each figure is a trapezoid

Answers

The calculated values of x in the trapezoids are x = 1, x = 11, x = 10 and x = 4

How to calculate the values of x

From the question, we have the following parameters that can be used in our computation:

The trapezoids

So, we have

Trapezoid 31

Using midsegment formula, we have

30x - 1 = 1/2(19 + 39)

So, we have

30x - 1 = 29

This gives

x = 1

Trapezoid 32

Using midsegment formula, we have

16 = 1/2(19 + 2x - 9)

So, we have

16 = 5 + x

This gives

x = 11

Trapezoid 33

Using angle formula, we have

14x = 140

So, we have

x = 10

Trapezoid 33

Using angle formula, we have

22x + 12 + 80 = 180

So, we have

22x = 88

Divide by 22

x = 4

Hence, the values of x are x = 1, x = 11, x = 10 and x = 4

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Please help i will mark as brainlist

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The appropriate domain of the function for the height of the rocket, h(t) = -16·t² + 40·t + 96, is the time of flight of the rocket, which is; 0 ≤ t ≤ 4

What is the domain of a function?

The domain of a function or graph is the set of the possible input values or the (horizontal) extents of the function or the graph.

The specified function is; h(t) = -16·t² + 40·t + 96

The above function is a quadratic function that is continuous for all values of t such that h(t) exists for all t.

However, the function represents the height of the function, therefore, the appropriate domain of the function is the duration the rocket is in the air, which can be found as follows;

h(t) = -16·t² + 40·t + 96 = 0

2·t² - 5·t - 12 = 0

(2·t + 3)·(t - 4) = 0

t = -3/2, and t = 4

The variable t, which is time is a natural quantity, and therefore, takes positive values or 0. The possible domain of the function is therefore;

0 ≤ t ≤ 4

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the test for goodness of fit group of answer choices is always a two-tailed test. can be a lower or an upper tail test. is always a lower tail test. is always an upper tail test.

Answers

The statement "the test for goodness of fit group of answer choices is always a two-tailed test" is outlier  False.

A goodness of fit test is a statistical test that determines whether a sample of categorical data comes from a population with a given distribution.

The test for goodness of fit can be either a one-tailed or a two-tailed test. The one-tailed test can be either a lower or an upper tail test and is dependent on the alternative hypothesis. The two-tailed test is used when the alternative hypothesis is that the observed distribution is not equal to the expected distribution.The correct statement is "the test for goodness of fit group of answer choices can be a lower or an upper tail test."

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Find the limit. Use l'Hospital's Rule where appropriate. If there is a more elementary method, consider using it.

lim x→9

x − 9 divided by
x2 − 81

Answers

Using L'Hôpital's Rule, we differentiate the numerator and denominator separately. The limit evaluates to 1/18.

What is Limit of (x - 9)/(x^2 - 81) as x approaches 9?

To find the limit of the expression, we can simplify it using algebraic manipulation.

The given expression is (x - 9) / ([tex]x^2[/tex] - 81). We can factor the denominator as the difference of squares: (x^2 - 81) = (x - 9)(x + 9).

Now, the expression becomes (x - 9) / ((x - 9)(x + 9)).

Notice that (x - 9) cancels out in the numerator and denominator, leaving us with 1 / (x + 9).

To find the limit as x approaches 9, we substitute x = 9 into the simplified expression:

lim(x→9) 1 / (x + 9) = 1 / (9 + 9) = 1 / 18 = 1/18.

Therefore, the limit of the expression as x approaches 9 is 1/18.

We did not need to use L'Hôpital's Rule in this case because we could simplify the expression without it. Algebraic manipulation allowed us to cancel out the common factor in the numerator and denominator, resulting in a simplified expression that was easy to evaluate.

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One season, the average little league baseball game averaged 2 hours and 39 minutes (159 minutes) to complete. Assume the length of games follows the normal distribution with a standard deviation of 15 minutes. Complete parts a through d below. a. What is the probability that a randomly selected game will be completed in less than 160 minutes? The probability that a randomly selected game will be completed in less than 160 minutes is (Round to four decimal places as needed.) b. What is the probability that a randomly selected game will be completed in more than 160 minutes? The probability that a randomly selected game will be completed in more than 160 minutes is (Round to four decimal places as needed.) C. What is the probability that a randomly selected game will be completed in exactly 160 minutes? The probability that a randomly selected game will be completed in exactly 160 minutes is (Round to four decimal places as needed.) d. What is the completion time in which 90% of the games will be finished? minutes or less. About 90% of the games will be finished in (Round to two decimal places as needed.)

Answers

a. Probability < 160 minutes: 0.5279

b. Probability > 160 minutes: 0.4721

c. Probability = 160 minutes: 0 (approx.)

d. Completion time for 90% of games: 177.2 minutes (approx.)

a. The probability that a randomly selected game will be completed in less than 160 minutes can be calculated by standardizing the value using the z-score formula and then looking up the corresponding probability from the standard normal distribution. Given that the average completion time is 159 minutes and the standard deviation is 15 minutes, we can calculate the z-score as follows:

z = (160 - 159) / 15 = 0.0667

Using a standard normal distribution table or a calculator, we can find that the probability corresponding to a z-score of 0.0667 is approximately 0.5279.

Therefore, the probability that a randomly selected game will be completed in less than 160 minutes is approximately 0.5279.

b. The probability that a randomly selected game will be completed in more than 160 minutes can be calculated by subtracting the probability obtained in part (a) from 1, since it represents the complement event. Therefore,

Probability = 1 - 0.5279 = 0.4721

The probability that a randomly selected game will be completed in more than 160 minutes is approximately 0.4721.

c. The probability that a randomly selected game will be completed exactly in 160 minutes for a continuous distribution like the normal distribution is extremely low. It is essentially zero. Therefore, the probability is approximately 0.

d. To find the completion time in which 90% of the games will be finished, we need to determine the z-score corresponding to the upper 10% (since 90% is below it) of the standard normal distribution. Using a standard normal distribution table or a calculator, we can find the z-score associated with the upper 10% as approximately 1.28.

Next, we can use the z-score formula to find the completion time:

z = (x - 159) / 15

Solving for x:

x = (z * 15) + 159 = (1.28 * 15) + 159 = 177.2

Therefore, about 90% of the games will be finished in 177.2 minutes or less (rounded to two decimal places).

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There have been at least 1 In preparing its bank reconciliation at December 31, 2022, Granville Company had available the following data:Balance per bank statement, 31/12/22$40,035Deposit in transit, 31/12/226,300Outstanding cheques, 31/12/227,450Amount erroneously credited by the bank to company's account, 28/12/22200Bank service charges for December120Granville Company's adjusted cash balance at December 31, 2022, isA. $38,685.B. $39,085.C. $26,085.D. $38,565. The conventional way of approaching"funnel" that draws the reader in and narrows to a main point.the introduction paragraphthe essay's structurethe reader's acceptancethe conclusionof the essay is to view it as a kind of The ideal estimator has the greatest variance among all unbiased estimators. True False The following data are the semester tuition charges ($000) for a sample of private colleges in various regions of the United States. At the 0.05 significance level, can we conclude there is a difference in the mean tuition rates for the various regions? C=3, n=28, SSA=85.264, SSW=35.95. The value of F, c-1, n-c2.041.451.98.3.39 Better Restaurant Supply sells various equipment and supplies to restaurants in Hong Kong. The companys accountant, Jenny, has request your help in preparing a cash budget for the month of June. Jenny provided the following information for you: The cash balance on 1 June was estimated to be $10,000. ActualsalesforAprilandMay,andbudgetedsalesforJune,areasfollows: Cash sales Sales on credit Total sales April $16,500 30,000 46,500 May $15,500 40,000 55,500 June $17,500 50,000 67,500 Sales on credit are collected over a two-month period, with 70 percent being collected in the month of sales and the remainder being collected in the following month. Inventory purchases are expected to be $35,000 in June. The company pays for inventory purchases in the month following purchase. The balance of Mays purchases is $22,000. Selling and administrative expenses are budgeted to be $14,000 for June. Of that amount, 50 percent is depreciation. Equipment costing $14,000 will be purchased in June for cash. Dividends in the amount of $3,140 will be paid. The company wants to maintain a minimum cash balance of $10,000 and has set up a line of credit at the local bank that can be used to cover any shortage. If the company must borrow, the loan will be made at the beginning of the month and any repayment will be made at the end of the month of repayment. The interest rate on these loans is 6% per quarter and is not compound. Partial payment is allowed but must be in an increment of $1,000. The company has borrowed $33,000 in May.Required: Prepare a cash budget in proper format for Better Restaurant Supply for the month of June. b) A firm's total cost function is given by TC = 30 +299, +792 Where and Q, denote the number of items of goods / and 2, respectively that are produced. Using the Lagrangean approach, find the values of Q, and Q, which minimize costs if the firm is committed to producing 40 goods of either type in total. You are fielding a call from a taxpayer who is irate that her tax refund has not been processed within a previously quoted timeframe. As you begin explaining the actions to the taxpayer on her account, the taxpayer interrupts and starts using vulgar language and is being verbally abusive to you. You have been instructed that if a taxpayer is being verbally aggressive and using inappropriate language, you are authorized to disconnect the call. Given this situation, what would you most likely do? 3. In an organization with an inert culture, a style ofleadership is most likely used to motivate and control behavior ofemployees? transformationalparticipativeadaptivedirectivesupportive What is the sum of the geometric sequence 1, 3, 9, ... if there are 11 terms? On January 1, you invest $ 1530 into an investment account. On April 1, you withdrew $ 620. On June 1, you invested $ 1740. On November 1, you invested $ 780. Determine the average monthly balance in the investment account.a.$ 2210.00b.$ 2143.70c.$ 1300.61d.$ 1340.83e.$ 1455.81 1- Which of the following types of interviews allows candidates to practice and perfect their responses?a) Sequentialb) Screeningc) Recorded videod) Two-way video In a survey of 180 females who recently completed high school, 70% were enrolled in college. In a survey of 175 males who recently completed high school, 64% were enrolled in college. At =0.05, can you reject the claim that there is no difference in the proportion of college enrollees between the two groups? Assume the random samples are independent. Complete parts (a) through (e). (a) Identify the claim and state H 0and H a. The claim is "the proportion of female college enrollees is the proportion of male college enrollees." .Leas outside basis is 100. She receives a liquidating distribution of multiple assets other than cash, inventory, and receivables. The combined inside basis of the distributed assets is 60. How will the 100 of basis be allocated to these assets?Select one:a. Pro-rata based on inside basisb. Pro-rata based on outside basisc. Pro-rata based on fair market value stock can justify a p/e ratio of 24. assume the underwriting spread is 15 percent.