3. A piece of sheet metal, 50cm by 20cm is to be used to make a rectangular box with an open top. Determine the dimensions that will give the box with the largest volume.

Answers

Answer 1

The volume of the rectangular box will be maximum when the length of the box is 7.14 cm and the height of the box is 238.10 cm³.

Let's consider the given sheet of metal.

Let the width of the rectangular box to be x.

So, the length of the box = 20 - 2x (as we have to remove width on both sides)

The height of the box = We have the formula of volume of a rectangular box as,

Volume of the rectangular box = length × width × heightV =

x(20 - 2x)yV = (20x - 2x²)yV = 20xy - 2x²y

We need to maximize the volume of the rectangular box by finding the values of x and y. We know that,

Area of metal sheet = Area of rectangular box + Area of waste metal sheet

50 × 20 = xy + 2xy + x(20 - 2x)50 × 20 =

3xy + 20x50 × 20 - 20x = 3xy50(20 - x)

= 3xySo, xy = 50(20 - x)/3Putting this value in the above equation, we get:V = 20x(50 - x)/3 - (2x²) maximizing V, dV/dx = 0dV/dx = 20(50 - 2x)/3 - 4x = 0(100 - 2x)/3 = 4x/3x = 100/14. ≈ 7.14 cm Putting this value in the above equation,  we get:y = 50(20 - 7.14)/3y ≈ 238.10 cm³

Therefore, the dimensions that will give the box with the largest volume are: x = 7.14 cm = 238.10 cm³

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Related Questions

find the distance between parallel lines and with equations y=3x 4 and y=3x−5, respectively. round your answer to the nearest hundredth.

Answers

Answer:

To find the distance between parallel lines, you can use the formula:

distance = |(c2 - c1)| / sqrt(a^2 + b^2)

Where the lines are represented in the form ax + by + c1 = 0 and ax + by + c2 = 0.

For the given equations:

Line 1: y = 3x + 4

Line 2: y = 3x - 5

We can rewrite the equations in the standard form:

Line 1: 3x - y + 4 = 0

Line 2: 3x - y + 5 = 0

Comparing the coefficients, we have:

a = 3

b = -1

c1 = 4

c2 = 5

Now we can calculate the distance:

distance = |(c2 - c1)| / sqrt(a^2 + b^2)

= |(5 - 4)| / sqrt(3^2 + (-1)^2)

= 1 / sqrt(9 + 1)

= 1 / sqrt(10)

≈ 0.316227766

Rounding the answer to the nearest hundredth, the distance between the parallel lines y = 3x + 4 and y = 3x - 5 is approximately 0.32

I hope that helped!!

Solve the problem. Round to the nearest tenth unless indicated otherwise. The volume V of a given mass of gas varies directly as the temperature T and inversely as the pressure P. If V = 350.0 in 3 when T = 250° and P = 10 lb/in 2, what is the volume when T = 170° and P = 20 lb/in 2? a. 99.0 in ³ b. 119.0 in 3 c. 79.0 in 3 d. 159.0 in 3

Answers

When T = 170° and P = 20 lb/in², the volume of the gas is approximately 119.0 in³ (option b).

The problem states that the volume V of a gas varies directly with the temperature T and inversely with the pressure P. Mathematically, this can be represented as V = k(T/P), where k is the constant of variation.

To solve the problem, we can use the given values of V, T, and P to find the value of k. We have V = 350.0 in³, T = 250°, and P = 10 lb/in². Plugging these values into the equation V = k(T/P), we can solve for k.

350.0 = k(250/10)

35 = k(25)

k = 35/25 = 1.4

Now that we have the value of k, we can find the volume V when T = 170° and P = 20 lb/in².

V = k(T/P) = 1.4(170/20) = 11.9 in³

Rounding to the nearest tenth, the volume of the gas is approximately 119.0 in³, which corresponds to option b.

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1 Weather Forecast
The temperature forecast for a city predicts the high for the day to be a normal random variable
with expectation (mean) u=87.2 , and standard deviation a= 6.4 . What is the probability
that the high will exceed 100?
2. Quality Control
A manufacturing plant for AA batteries is set to produce batteries with a normally distributed
voltage, with mean V. Quality control requires the actual voltage to be between 1.45V
and 1.52V with at least 99% probability. What should the standard deviation of the production
be, so that this condition is satisfied (that is, if V is the random variable describing the voltage of
the batteries, what should be so that p[1.450.99 )?
Descriptive Statistics
1. Working with a "real" sample
The attached file Exchange-Traded_Funds.csv lists a sample of percent dividend yield for a
selection of ETFs. For the purpose of an exercise in descriptive statistics, consider it a simple
random sample of size 50 (even if we don’t really know how this sample was chosen)
Compute the following for the sample:
•Sample Mean
•Sample Variance
•Sample Standard Deviation
•Median
•1st and 3rd quartiles
•Have your spreadsheet draw a histogram
2 Regression
The data in the file lit-life.csv lists life expectancy and literacy rate for 107 countries. Determine
the correlation and the regression line equation, and include a data scatterplot, as well as a
residuals scatterplot. What do you think of the result? You might want to switch the two data
columns, using the literacy rate as explanatory variable, and the life expectancy as the response
variable, but, that’s not mandatory.

Answers

1. The probability that the high temperature will exceed 100 is  0.0228 or 2.28%.

2. To satisfy quality control requirements, the standard deviation (σ) of the battery production needs to be determined such that the probability of the voltage being between 1.45V and 1.52V is at least 99%.

1. To find the probability that the high temperature will exceed 100, we can standardize the variable using the z-score formula: z = (x - u) / a, where x is the value of interest, u is the mean, and a is the standard deviation. Then, we can calculate the probability using the standard normal distribution table or software. For this case, we need to find P(X > 100), where X is the high temperature. By standardizing, we get z = (100 - 87.2) / 6.4 ≈ 2.0. Consulting the standard normal distribution table, we find that the probability is approximately 0.0228 or 2.28%.

2. To determine the required standard deviation for the battery production, we need to find the z-scores corresponding to the lower and upper voltage limits (1.45V and 1.52V) using the formula z = (x - V) / σ, where V is the mean voltage and σ is the standard deviation. We want the probability of the voltage falling within this range to be at least 99%, so we need to find the z-scores that give the cumulative probability of 0.99 and (1 - 0.99)/2 = 0.005 on each tail. Once we have the z-scores, we can rearrange the formula to solve for σ. This calculation requires the use of the standard normal distribution table or software.

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Suppose 4-year-olds in a certain country average 3 hours a day unsupervised and that most of the unsupervised children live in rural areas, considered safe. Suppose that the standard deviation is 1.8 hours and the amount of time spent alone is normally distributed. We randomly survey one 4-year-old living in a rural area. We are interested in the amount of time the child spends alone per day. Part (a) # Part (b) # Part (c) Part (d) Part (e) 90% of the children spend at least how long per day unsupervised?

Answers

The time spent unsupervised by the four year-olds in the country is normally distributed with a standard deviation of 1.8 hours. If we randomly select a four year-old who resides in a rural area, we would like to know the time he or she spends alone each day. Part (a) : Here we are supposed to find the mean of time spent alone by a child from a rural area.

Now to find `μ` we substitute the values in the formula and simplify it as follows: `-

1.28 = (3 - μ) / 1.8`.

Now we solve for

`μ` i.e,

Mean of time spent alone by a child from a rural area:

`μ = 3 + 1.8 (1.28)` `μ = 5.184`

Thus, the mean time that a four year-old from a rural area spends alone is `5.184` hours per day.

Part (b) : Here we are supposed to find the standard deviation of time spent alone by a child from a rural area.

Now to find `σ` we substitute the values in the formula and simplify it as follows:

`-1.28 = (x - 5.184) / σ`

Now we solve for `σ` i.e, standard deviation of time spent alone by a child from a rural area:

`σ = (x - 5.184) / -1.28`

Therefore, the standard deviation of time spent alone by a four year-old from a rural area is `(x - 5.184) / -1.28`Part (c) : Here we need to find the probability that a 4-year-old from a rural area spends more than 2 hours alone.

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Examine whether the finction f(x)=e^x-e^-x/e^x+e^-x

Answers

Let us say two different inputs x₁ and x₂ so that f(x₁) = f(x₂).

f(x₁) = f(x₂) implies:

(e^x₁ - e^(-x₁)) / (e^x₁ + e^(-x₁)) = (e^x₂ - e^(-x₂)) / (e^x₂ + e^(-x₂))

(e^x₁ - e^(-x₁))(e^x₂ + e^(-x₂)) = (e^x₂ - e^(-x₂))(e^x₁ + e^(-x₁))

(e^x₁e^x₂ + e^x₁e^(-x₂) - e^(-x₁)e^x₂ - e^(-x₁)e^(-x₂)) = (e^x₂e^x₁ + e^x₂e^(-x₁) - e^(-x₂)e^x₁ - e^(-x₂)e^(-x₁))

e^x₁e^(-x₂) - e^(-x₁)e^x₂ = e^x₂e^(-x₁) - e^(-x₂)e^x₁

ln(e^x₁e^(-x₂) - e^(-x₁)e^x₂) = ln(e^x₂e^(-x₁) - e^(-x₂)e^x₁)

Using the properties of logarithms:

x₁ - x₂ = x₂ - x₁

This simplifies to:

0 = 0

The equation zero = zero is proper for any x₁ and x₂. This implies that the idea that f(x₁) = f(x₂) leads to a contradiction. Hence, the characteristic f(x) = (e^x - e^(-x)) / (e^x + e^(-x)) is injective or one-to-one.

Thus, as the feature is one-to-one, it means that it has an inverse.

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Your question seems incomplete, the probable complete question is:

Examine whether the function f(x)=e^x-e^-x/e^x+e^-x is inverse or not.

The price of a train ticket to London from Lanchester in 1995 is £30 1996 is £40 1997 is £50 2000 is £60 Use simple index and calculate price index for the ticket for these four years with base year 2000.

Answers

The price index for a train ticket from Lanchester to London, using the base year 2000, can be calculated by dividing the price in each year by the price in the base year and multiplying by 100. The price index for 1995 is 50, for 1996 is 66.67, for 1997 is 83.33, and for 2000 (the base year) is 100.

To calculate the price index for a train ticket from Lanchester to London, we need to compare the prices in different years to a base year, which in this case is 2000. The formula for calculating the price index is (Price in Year / Price in Base Year) x 100.

For the year 1995, the price of the ticket is £30. Dividing this price by the price in the base year (2000), which is £60, gives us 0.5. Multiplying this by 100 gives a price index of 50.

For 1996, the ticket price is £40. Dividing by the base year price (£60) gives us 0.6667. Multiplying by 100 gives a price index of approximately 66.67.

Similarly, for 1997, the price index is 83.33, as the ticket price of £50 divided by the base year price (£60) gives us 0.8333 when multiplied by 100.

Lastly, for the base year 2000, the price index is 100, as it is the reference point and used as the denominator in the formula.

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Three 1-liter containers are filled. A fourth container has 200
milliliters of liquid, and a fifth container has 800 milliliters of
liquid.
How much liquid is in the containers in all?

Answers

To calculate the total amount of liquid in all the containers, we need to add up the volumes of liquid in each container.

Since three 1-liter containers are filled, each containing 1000 milliliters, the total volume from these containers is 3 liters or 3000 milliliters.

The fourth container has 200 milliliters of liquid, and the fifth container has 800 milliliters. Adding these volumes, we get 200 milliliters + 800 milliliters = 1000 milliliters.

To find the total amount of liquid in all the containers, we add the volume from the three 1-liter containers (3000 milliliters) to the volume from the fourth and fifth containers (1000 milliliters). Thus, the total amount of liquid in the containers is 3000 milliliters + 1000 milliliters = 4000 milliliters.

Therefore, the combined volume of liquid in all the containers is 4000 milliliters.

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Find the z-score such that the area under the standard normal curve to the right is 0.10.
a. -1.28
b. 0.5398
c. 0.8159
d. 1.28

Answers

Step-by-step explanation:

My z-score tables are set up to show the area to the LEFT
  so you will need to find the z-score that is   1-.10 = .90  

  which , by looking at the tables is z-score =  +1.28

6. This is a typical exam question. Consider a random variable X with the following distribution 1 I 3 4 7 8 P(X=r) 0.3 0.2 0.1 and let 1, X < 4 Y = 2, X27 3. otherwise. (a) What are the mean and vari

Answers

Mean: The formula for calculating mean is [tex]\[\overline{x}=\frac{\sum\limits_{i=1}^{n}x_{i}}{n}\][/tex]

Variance: The formula for calculating variance is

Given distribution is:1 I 3 4 7 8

P(X=r)0.30.20.1

The mean and variance can be calculated as follows:

Mean calculation:Now, calculating the mean of distribution; we have:\

The variance of the distribution is 1.58.

Summary: The mean of the distribution is 1.3 and the variance of the distribution is 1.58.

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Select the instances in which the variable described is binomial.

1) A coin flip has two outcomes: heads or tails. The probability of each outcome is 0.50. The random variable represents the total number of flips required to get tails.

2) A quality check on a particular product must meet five guidelines. All products are made in the same factory under the same conditions. The random variable represents the total number of products out of 35 tested that pass inspection.

3) There are two choices of burritos at a restaurant, vegetarian or beef. The random variable represents the total number out of 254 customers who ordered beef.

4) Based on the parents' genetics, each of 6 children from a particular pair of parents has a 0.30 probability of having blue eyes. The random variable represents the total number of children from this pair of parents with blue eyes.

5) The probability of drawing a king in a standard deck of cards is 0.08. Seven cards are drawn without replacement. The random variable represents the total number of king cards observed.

select all that apply.

Answers

The instances in which the described variable is binomial are 1) and 4).

A binomial random variable has two possible outcomes, often referred to as "success" and "failure," with a fixed probability for each outcome. In both instances 1 and 4, the random variables satisfy these conditions.

In instance 1, the random variable represents the total number of flips required to get tails in a coin flip. The outcomes are "success" (getting tails) or "failure" (getting heads), with a fixed probability of 0.50 for each outcome. The variable counts the number of trials until the desired outcome is achieved, making it a binomial random variable.

In instance 4, the random variable represents the total number of children from a particular pair of parents with blue eyes. Each child has a 0.30 probability of having blue eyes, which can be considered a "success." The variable counts the number of children with blue eyes among the six siblings, fulfilling the requirements of a binomial random variable.

Instances 2, 3, and 5 do not meet the criteria for a binomial random variable. In instance 2, the variable represents the number of products passing inspection out of 35 tested, but there are five guidelines to meet, indicating a different probability for each product. In instance 3, the variable represents the number of customers who ordered beef out of 254, but there are only two choices, not a fixed probability. In instance 5, the variable represents the number of king cards observed in seven draws without replacement, which does not have a fixed probability for success and involves dependent events.

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19. Internet service: An Internet service provider sampled 550 customers and found that 75 of them experienced an interruption in high-speed service during the previous mont

a. Find a point estimate for the population of all customers who experienced an interruption. Round the answer to at least three decimal places.

The point estimate for the population proportion of all customers who experienced an interruption is

0.136

b. Construct a 98% confidence interval for the proportion of all customers who experienced an interruption. Round the answer to at least three decimal places.

____ < p_____

c. The company's quality control manager claims that no less than 10% of its customers experienced an interruption during the previous month. Does the confidence interval contradict this claim? Explain.

(Yes or No), because all of the values in the confidence interval are (smaller than or greater than) 0.1

Answers

To construct a confidence interval for the proportion of all customers who experienced an interruption, we can use the formula:

Confidence Interval = Point Estimate ± (Critical Value) * (Standard Error)

First, let's calculate the point estimate:

Point Estimate = Number of customers who experienced an interruption / Total sample size

Point Estimate = 75 / 550 ≈ 0.136 (rounded to three decimal places)

Next, we need to determine the critical value corresponding to a 98% confidence level. Since the sample size is large (n = 550) and the data are assumed to be approximately normally distributed, we can use the z-table.

The critical value for a 98% confidence level can be found by finding the z-score that corresponds to an area of (1 - 0.98) / 2 = 0.01 in the upper tail of the standard normal distribution. Using the z-table, this critical value is approximately 2.33 (rounded to two decimal places).

Next, we need to calculate the standard error:

Standard Error = sqrt((Point Estimate * (1 - Point Estimate)) / Sample Size)

Standard Error = sqrt((0.136 * (1 - 0.136)) / 550) ≈ 0.016 (rounded to three decimal places)

Now we can construct the confidence interval:

Confidence Interval = 0.136 ± (2.33 * 0.016)

Confidence Interval ≈ 0.136 ± 0.037 (rounded to three decimal places)

So the 98% confidence interval for the proportion of all customers who experienced an interruption is approximately 0.099 < p < 0.173.

c. The company's quality control manager claims that no less than 10% of its customers experienced an interruption. We can check if this claim is contradicted by examining the confidence interval.

In the confidence interval, the lower bound is 0.099, which is greater than 0.1. Therefore, the confidence interval does not contradict the claim. It is possible that at least 10% of the customers experienced an interruption based on the provided data.

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Question 12: 5 Marks Assume that T and S are matrix of the same size. Prove or Disprove that (T+ S)² is a symmetric, skew- symmetric or neither.

Answers

To determine whether (T + S)² is symmetric, skew-symmetric, or neither, we need to examine its properties.

Let's start by expanding (T + S)² using the binomial expansion:

(T + S)² = (T + S)(T + S)

Using the distributive property, we can expand this expression:

(T + S)(T + S) = T(T + S) + S(T + S)

Expanding further:

T(T + S) + S(T + S) = T² + TS + ST + S²

Now, let's analyze the individual terms in this expansion:

T²: This term is a symmetric matrix. The square of a symmetric matrix is also symmetric.

S²: This term is a symmetric matrix. The square of a symmetric matrix is also symmetric.

TS: This term represents the product of a symmetric matrix (T) and a matrix (S). The product of a symmetric matrix and any matrix may or may not be symmetric. Therefore, we cannot determine its symmetry without further information.

ST: This term represents the product of a matrix (S) and a symmetric matrix (T). Similar to the previous case, the product of a matrix and a symmetric matrix may or may not be symmetric. Again, we cannot determine its symmetry without further information.

In conclusion, (T + S)² can be symmetric if both TS and ST are symmetric matrices, but it is not guaranteed. Therefore, (T + S)² can be symmetric, skew-symmetric, or neither, depending on the specific matrices T and S.

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Taco Bell is doing research on how long it takes to use their drive through service. They use surveillance cameras to randomly select 100 cars using the drive through at random stores and record the time from when the customer reaches the menu to the time they leave with their food. The sample had an average time of 173 seconds with standard deviation of 35 seconds. Estimate the average time spent at all Taco Bell drive throughs with 95% confidence. Round answer to one decimal place.

Answers

This means that we can estimate, with 95% confidence, that the average time spent at all Taco Bell drive-throughs is between 166.1 seconds (173 - 6.9) and 179.9 seconds (173 + 6.9).

To estimate the average time spent at all Taco Bell drive-throughs with 95% confidence, we can use a confidence interval. The formula for the confidence interval is:

CI = x ± Z * (σ / √n)

Where:

x is the sample mean (173 seconds)

Z is the Z-score corresponding to the desired confidence level (95% confidence corresponds to a Z-score of approximately 1.96)

σ is the population standard deviation (35 seconds)

n is the sample size (100 cars)

Plugging in the values, we get:

CI = 173 ± 1.96 * (35 / √100)

Calculating the expression inside the parentheses, we have:

CI = 173 ± 1.96 * (35 / 10)

Simplifying further, we get:

CI = 173 ± 1.96 * 3.5

CI = 173 ± 6.86

Rounding to one decimal place, the confidence interval is:

CI = 173 ± 6.9 seconds

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III Confidence interval for the ratio of population variances 05 The monthly returns of two portfolios are to be compared. The monthly returns are analyzed for each of 15 months, with the months being chosen at random and independently for the two portfolios. The following statistics for monthly returns are reported for portfolio 1 and portfolio 2. Portfolio 1 -0.13-0.0049 Portfolio 2 -0.11 -0.0064 (The first row gives the sample means, and the second row gives the sample variances.) Assume that the monthly returns of the two portfolios are each normally distributed. Construct a 95% confidence interval for the ratio of the variances of the monthly returns for these two portfolios. Then find the lower limit and upper limit of the 95% confidence interval. Carry your intermediate computations to at least three decimal places. Write your final responses to at least two decimal places. (If necessary, consult a list of formulas.) Lower limit: ? Upper limit

Answers

A confidence interval can be used to define a range of plausible values for an unknown parameter, like the variance ratio.

variances of two portfolios with sample variances of s1^2 and s2^2. Let's calculate the confidence interval for the ratio of population variances 05 using the given information.

[tex](s1^2 / s2^2) * (Fα/2),v2, v1 ≤ (s1^2 / s2^2) * (F1-α/2),v1,v2[/tex]

freedom. We must first determine the degrees of freedom and find the critical values for the F-distribution.In this case, v1 = n1 - 1 = 15 - 1 = 14 and v2 = n2 - 1 = 15 - 1 = 14.Using a significance level of 0.05 and degrees of freedom (14,14), the critical values from the F-distribution table are 0.414 and 2.377. Thus, the 95% confidence interval for the variance ratio is calculated as follows:

[tex](s1^2 / s2^2) * (Fα/2),v2, v1 ≤ (s1^2 / s2^2) * (F1-α/2),v1,v2= (0.0049 / 0.0064) * (2.377) ≤ (0.0049 / 0.0064) * (0.414)= 1.8375 ≤ 1.2156[/tex]

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On November 1, Year 1, Shumate Company paid $1,200 in advance for an insurance policy that covered the company for six months. Which of the following will be included in the adjustment required on December 31, Year 1? Multiple Choice A debit to Prepaid Insurance for $400 A credit to Prepaid Insurance for $400 A debit to Insurance Expense for $1,200 < Prey 6 of 10 Next A debit to Insurance Expense for $1.200 O A credit to Insurance Expense for $1200

Answers

On November 1, Year 1, Shumate Company paid $1,200 in advance for an insurance policy that covered the company for six months. A debit to Insurance Expense for $400.

When an insurance policy is paid in advance, the amount paid is initially recorded as a prepaid expense. Over time, as the coverage period progresses, the prepaid expense needs to be adjusted to reflect the portion that has been used up or expired.

In this case, the insurance policy covers the company for six months, and two months have passed from November 1 to December 31. Therefore, four months of insurance coverage remain as of December 31.

To adjust the prepaid insurance account on December 31, Year 1, we need to recognize the portion that has been used up. Since two months have passed, which is one-third (2/6) of the coverage period, we need to adjust the prepaid insurance by one-third of the original amount of $1,200.

One-third of $1,200 is $400, so there should be a debit entry to Insurance Expense for $400 to recognize the portion of insurance coverage that has been used up or expired.

Hence, the correct option is "A debit to Insurance Expense for $400."

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What does the statement

Answers

A statement typically refers to a declarative or assertive expression that conveys information or presents a fact, opinion, or idea.

What is a statement?

It is a linguistic unit that conveys meaning and can be written or spoken. Statements are typically used to express thoughts, provide information, make claims, or present arguments.

In logic, a statement is a proposition that can be either true or false. Logical statements are used to form the basis of logical reasoning and are evaluated based on their truth value.

In a legal context, a statement refers to a formal declaration or representation of facts made under oath or affirmation, often used as evidence in a court of law.

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What is the meaning of statement?

An investment grows by 50% every 20 years. If the initial investment was $100, write a formula that expresses the balance, B, t years later. B = ___

Answers

If the investment grows by 50% every 20 years, we can use the formula for exponential growth to express the balance, B, t years later.

The formula for exponential growth is given by: B = P * (1 + r)^t.Where: B is the balance after t years.P is the initial investment (principal). r is the growth rate per year.In this case, the initial investment is $100 and the growth rate is 50%, which can be written as 0.5. The time period is t years. Substituting the values into the formula, we get:B = 100 * (1 + 0.5)^t . Simplifying further: B = 100 * (1.5)^t.

Therefore, the formula that expresses the balance, B, t years later is:

B = 100 * (1.5)^t.

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In a bag with 36 skittles, 12 are red, 9 are green, 3 are purple, 5 are orange, and 7 are yellow. What is the probability of pulling out a red skittle OR an orange skittle?​

Answers

17/36

Step-by-step explanation:

If t he question was check the probability of only red so it would be 12/36 but here it is red and orange so we will add the both 12 + 5 which will be 17 so 17 /36 is the right answer.

Answer:  [tex]\frac{17}{36}[/tex] or 0.472 or 47.2%

Step-by-step explanation:

P( red skittle OR orange skittle)=[tex]\frac{12}{36} +\frac{5}{36}[/tex]

P( red skittle OR orange skittle)=[tex]\frac{17}{36}[/tex] or 0.472 or 47.2%

A store dedicated to removing stains on expensive suits, claims that a new stain remover product will remove more than 70% of the stains on which it is applied. To verify this statement, the stain remover product will be used on 12 randomly chosen stains. If fewer than 11 of the spots are removed, the null hypothesis that p = 0.7 will not be rejected; otherwise, we will conclude that p > 0.7.
a) Evaluate the probability of making a type I error, assuming that p = 0.7.
b) Evaluate the probability of committing a type II error, for the alternative p = 0.9.

Answers

To evaluate the probabilities of type I and type II errors in this scenario, we need to use the binomial distribution and consider the given hypotheses.

a) Type I Error:In this case, the null hypothesis is that the new stain remover product removes no more than 70% of stains, which means p = 0.7. If we reject the null hypothesis when it is actually true, it would be a type I error. We are testing if fewer than 11 out of 12 stains are removed. The probability of making a type I error can be calculated by summing up the probabilities of observing 0 to 10 successful outcomes (spots removed) in 12 trials, given a success probability of p = 0.7. Using a binomial distribution:P(Type I Error) = P(X ≤ 10), where X follows a binomial distribution with n = 12 and p = 0.7. Calculating this probability depends on the specific software or calculator used. However, you can use binomial probability tables, Excel, or statistical software to find the cumulative probability for X ≤ 10 with n = 12 and p = 0.7. This cumulative probability represents the probability of observing 10 or fewer successful outcomes (spots removed) in 12 trials. Subtracting this value from 1 will give you the probability of making a type I error.b) Type II Error:

In this case, the alternative hypothesis is that the new stain remover product removes more than 70% of stains, meaning p = 0.9. If we fail to reject the null hypothesis (claiming p ≤ 0.7) when the alternative hypothesis is true (p > 0.7), it would be a type II error.We want to calculate the probability of committing a type II error when p = 0.9. This probability is given by: P(Type II Error) = P(X ≥ 11), where X follows a binomial distribution with n = 12 and p = 0.9. Similar to the previous case, you can calculate this probability using binomial probability tables, Excel, or statistical software. The cumulative probability for X ≥ 11 represents the probability of observing 11 or more successful outcomes (spots removed) in 12 trials when p = 0.9.

Please note that the exact calculations depend on the specific software or calculator you are using, but the general approach is as described above.

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using the following equation, find the center and radius of the circle. you must show and explain all work and calculations to receive credit. be sure to leave your answer in exact form.
X^2 +y^2 +8x-2y+15 = 0

Answers

Answer:

Center: (-4,1)

Radius: √2

Step-by-step explanation:

Complete the square for both variables

[tex]x^2+y^2+8x-2y+15=0\\x^2+8x+y^2-2y+15=0\\x^2+8x(+16)+y^2-2y+15(-14)=0+16-14\\x^2+8x+16+y^2-2y+1=2\\(x+4)^2+(y-1)^2=2[/tex]

Comparing our result with [tex](x-h)^2+(y-k)^2=r^2[/tex], then the center of the circle is [tex](h,k)=(-4,1)[/tex] and our radius is [tex]r=\sqrt{2}[/tex]

Tyrell can mow his lawn in 4 hours, but his brother Hunter takes 6 hours to mow the same lawn. Let x represent the number of

hours it will take for Tyrell and Hunter to mow the lawn if they work together.

Part B: It would take Tyrell and Hunter Select]

hours to mow the lawn together.

Answers

Answer:

it will take Tyrell and Hunter approximately 2.4 hours to mow the lawn together.

Step-by-step explanation:

To determine the number of hours it will take for Tyrell and Hunter to mow the lawn together, we can use the concept of work rates.

Tyrell mow 1/4 per hour

Hunter mow 1/6 per hour

When working together, their work rates are additive. Therefore, the combined work rate of Tyrell and Hunter is:

1/4 + 1/6 = 3/12 + 2/12 = 5/12 of the lawn per hour.

(5/12) * x = 1 (since they need to mow the entire lawn, which is equivalent to 1).

x = (1) * (12/5) = 12/5 = 2.4 hours.

An experiment was conducted to measure the effects of glucose on high-endurance performance of athletes. Two groups of trained female runners were used in the experiment. Each runner was given 300 milliliters of a liquid 45 minutes prior to running for 85 minutes or until she reached a state of exhaustion, whichever occurred first. Two liquids (treatments) were used in the experiment. One contained glucose and the other contained water sweetened with a calcium saccharine solution (a placebo designed to suggest the presence of glucose). Each of the runners were randomly assigned to one of the groups and then she performed the running experiment and her time was recorded. This will be a one-tailed upper test: those given the Glucose are expected to perform better that those given the Placebo. The table below gives the average minutes to exhaustion of each group (in minutes). The table also gives the sample sizes and the standard deviations for the two samples. Glucose Placebo n 15 15 X 63.9 52.2 S 20.3 13.5 Calculate the Pooled Variance for this Test, assuming equal variances. I want just the answer. Use three decimal places and use the proper rules of rounding.

Answers

To calculate the pooled variance for the hypothesis test, assuming equal variances, we need to combine the variances from the two groups.

The pooled variance is used when the assumption of equal variances between the two groups is reasonable. The formula for pooled variance is: Pooled Variance = ((n1 - 1) * S1^2 + (n2 - 1) * S2^2) / (n1 + n2 - 2) where n1 and n2 are the sample sizes of the two groups, and S1^2 and S2^2 are the variances of the respective groups.

Using the given information:

Group 1 (Glucose): n1 = 15, S1 = 20.3

Group 2 (Placebo): n2 = 15, S2 = 13.5

Calculating the pooled variance:

Pooled Variance = ((15 - 1) * 20.3^2 + (15 - 1) * 13.5^2) / (15 + 15 - 2)

After performing the calculations, the pooled variance is found to be approximately 208.293 when rounded to three decimal places.

The pooled variance for the hypothesis test, assuming equal variances, is approximately 208.293. This value represents the combined variance of the two groups and is used in the calculation of the test statistic in the two-sample t-test.

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IN
MATLAB CODES PLEASE!
Problem 4 (25 points). Consider the 4 points (-2, 2), (0,0), (1, 2), (2,0). a) Write the (overdetermined) linear system Az = b arising from the linear regression problem (i.e., fit a straight line).

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The overdetermined linear system for the linear regression problem, fitting a straight line to the points (-2, 2), (0, 0), (1, 2), and (2, 0), is represented by the matrix equation Az = b, where A is the matrix of coordinates and b is the vector of observed values.

To fit a straight line using linear regression, we can write the overdetermined linear system Az = b, where A is a matrix, z is the vector of unknowns (slope and intercept of the line), and b is the vector of observed values.

Given the points (-2, 2), (0, 0), (1, 2), and (2, 0), we can write the linear system as follows:

A = [x1 1; x2 1; x3 1; x4 1] =

[-2 1;

0 1;

1 1;

2 1]

z = [m; b] (slope and intercept of the line)

b = [y1; y2; y3; y4] =

[2;

0;

2;

0]

Therefore, the overdetermined linear system for the linear regression problem is:

[-2 1; 0 1; 1 1; 2 1] * [m; b] = [2; 0; 2; 0]

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Consider the function y = 6x + 3 between the limits of a) Find the arclength I of this curve: L = Round your answer to 3 significant figures. Submit part 3 mark Unanswere b) Find the area of the surface of revolution, A, that is obtained when the curve is rotated by 2 radians about the x-axis. Do not include the surface areas of the disks that are formed at x = 4 and x = 6. A Round your answer to 3 significant figures. Submit part 4 and x = 6.

Answers

The area of surface of revolution is 401.354 square units (correct to 3 decimal places).

a) Arc Length:

First, we need to find the derivative of the given function y= 6x + 3 to get dy/dx, then substitute into the following equation:

Let L be the length of the curve, so,  So the length of the curve is 18.438 units (correct to 3 decimal places).

b) Area of surface of revolution:

The formula to find the surface area of revolution:

Substituting values in the above formula, we get:

Solving this integral with x = 6 gives an area of surface of revolution is 401.354 square units (correct to 3 decimal places).

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1. Let (X, Y) has the two dimensional Gaussian distribution with parameters: vector of expectations μ = (EX, EY) = (1,-1) and covariance matrix Cov(X, X) Cov(X,Y) 4 2 C = Cov(Y, X) Cov(Y, Y) 2 2 Now

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Given (X,Y) has the two dimensional Gaussian distribution with parameters: vector of expectations μ = (EX,EY) = (1,-1) and covariance matrix as shown below: Cov(X,X) Cov(X,Y) 4 2 C = Cov(Y,X) Cov(Y,Y) 2 2.

We are supposed to find the correlation coefficient of X and Y.

Recall that the correlation coefficient is given by the formula

Cor(X, Y) = Cov(X, Y) / (SD(X) * SD(Y)) ... (1)

Thus, we will need to calculate Cov(X, Y), SD(X) and SD(Y).

Summary: The correlation coefficient of X and Y for the given two-dimensional Gaussian distribution is 1/√2.

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Homework: Homework Chapter 3.1 Question 2, 3.1.11 Part 2 of 2 HW Score: 0%, 0 of 10 points O Points: 0 of 2 Save A corporation that operates five suppliers of athletic apparel in a region provides mer

Answers

The weighted mean medical payments for these five plants is $11536.90

How to calculate the weighted mean medical payments

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

The table of values

The weighted mean medical payments for these five plants is calculated as

Weighted mean = Sum/Count

So, we have

Weighted mean = (7,773 * 125 + 14,808 * 404 + 12,392 * 253 + 6,708 * 105 + 3,532 * 70)/(125 + 404 + 253 + 105 + 70)

Evaluate

Weighted mean = 11536.90

Hence, the weighted mean is $11536.90

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Question

A corporation that operates five suppliers of athletic apparel in a region provides merchandise for a shoe company. The shoe company recently sought information from the five plants. One variable for which data were collected was the total money​ (in dollars) the company spent on medical support for its employees in the first three months of the year. Data on number of employees at the plants are also shown below.

Data:

Medical Employees

$7,773 125

$14,808 404

$12,392 253

$6,708 105

$3,532 70

Compute the weighted mean medical payments for these five plants using the numbers of employees as the weights.

You want to set-up a scholarship fund at San Jose State University, which pays a student $5,000/year, indefinitely. Assuming a discount rate of 7%, how much would you need today? 0 1,312.50 O 473,335.71 O 71,428.57 131.250.00 4.761.90

Answers

You would need approximately $71,428.57 today to set up the scholarship fund at San Jose State University, assuming a discount rate of 7% and an annual pay

To calculate the amount needed today to set up a scholarship fund that pays a student $5,000 per year indefinitely, we can use the concept of perpetuity and the formula for the present value of a perpetuity.

The formula for the present value of a perpetuity is given by:

Present Value = Annual Payment / Discount Rate

In this case, the annual payment is $5,000 and the discount rate is 7%. Plugging these values into the formula, we can calculate the present value:

Present Value = $5,000 / 0.07

Calculating this, we find:

Present Value ≈ $71,428.57

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Kindly show the steps that how did we achieve the result X = 0
by applying L'HOPITAL'S Rule.

lim (x³e³). X→ +00 X=0

Answers

The limit does not exist when X approaches infinity. So, the answer is X = 0.

Given lim (x³e³) / X, with X approaching infinity.

We need to apply L'Hopital's rule.

As this expression is of the form infinity / infinity

So, differentiate the numerator and denominator with respect to X.

d/dx (x³e³) / d/dx (X) = 3x² e³ / 1d/dx (X)

= 1

Now we get the expression lim (3x² e³) / 1 with X approaching infinity

This still gives infinity / infinity, hence we again apply L'Hopital's rule.

d/dx (3x² e³) / d/dx (X)

= 6xe³ / 1

Now we get the expression lim (6xe³) / 1 with X approaching infinity

This expression evaluates to infinity as the numerator is infinity while the denominator is a finite number.

Thus, the limit does not exist when X approaches infinity.

So, the answer is X = 0.

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If possible, evaluate each of the following expressions and justify your answer in words, with a sketch, or both. If not, explain why the expression cannot be evaluated.
(a) arccos(cos(πº ))
(b) arccos(cos(270º ))
(c) cos(arccos(2))

Answers

The expression arccos(cos(πº)) can be evaluated. The result is π radians. The expression arccos(cos(270º)) can be90º or π/2 radians. The expression cos(arccos(2)) cannot be evaluated.

The expression arccos(cos(πº)) can be evaluated because it involves the composition of inverse cosine and cosine functions. The cosine of πº is -1, and the arccosine function returns the angle whose cosine is -1. Since the cosine function has a period of 2π, the angle π is equivalent to 180º, and therefore arccos(cos(πº)) = π.

Similarly, the expression arccos(cos(270º)) can be evaluated. The cosine of 270º is 0, and the arccosine function returns the angle whose cosine is 0. In this case, the angle is 90º or π/2 radians.

The expression cos(arccos(2)) cannot be evaluated because the arccosine function only returns values between -1 and 1. Since 2 is out.

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Find a, b, c, d, e and f.

Answers

Step-by-step explanation:

the underlined numbers are the answers

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