I just need an explanation for this.

I Just Need An Explanation For This.

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Answer 1

Answer:

This image is a graph of a normal distribution, also known as a Gaussian distribution. The normal distribution is a common probability distribution that has a bell-shaped or symmetrical curve. The graph shows the probability density function of a normal distribution with a mean (μ) of 0 and a standard deviation (σ) of 1.

In a normal distribution, the mean is the central value and the standard deviation measures the spread of the distribution. The standard deviation of 1 in this graph indicates that most of the data values are within 1 standard deviation from the mean. The curve of the distribution shows that the highest point (peak) is at the mean (0) and that the probability density decreases as we move away from the mean in either direction.

The axis on the left side of the graph represents the probability density, which is the probability per unit of measurement. The area under the curve represents the total probability, which is equal to 1. The x-axis represents the range of values that the random variable can take.

Overall, this graph is a useful tool for understanding the properties of a normal distribution and for making statistical inferences or predictions about a population based on a sample of data.


Related Questions

A firm manufactures headache pills in two sizes A and B. Size A contains 2 grains of aspirin, 5 grains of b ains of bicarbonate and 1 grain of codeine. Size B contains 1 grain of aspirin, 8 grains of bicarbonate and 6 grains of codeine. It is found by users that it requires at least 12 grains of aspirin, 74 grains of bicarbonate, and 24 grains of codeine for providing an immediate effect. It requires to determine the least number of pills a patient should take to get immediate relief. Formulate the problem as a LP model. [5M]

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The problem of determining the least number of pills a patient should take to get immediate relief can be formulated as a linear programming (LP) model. The objective is to minimize the number of pills, subject to certain constraints on the required amounts of aspirin, bicarbonate, and codeine.

Let's define the decision variables as follows:

Let xA represent the number of size A pills to be taken.

Let xB represent the number of size B pills to be taken.

The objective is to minimize the total number of pills, which can be expressed as the objective function:

Minimize: xA + xB

We also need to consider the constraints based on the required amounts of aspirin, bicarbonate, and codeine:

The total amount of aspirin should be at least 12 grains:

2xA + 1xB >= 12

The total amount of bicarbonate should be at least 74 grains:

5xA + 8xB >= 74

The total amount of codeine should be at least 24 grains:

1xA + 6xB >= 24

Since the number of pills cannot be negative, we have the non-negativity constraints:

xA >= 0

xB >= 0

This LP model can be solved using optimization techniques to find the values of xA and xB that satisfy the constraints and minimize the total number of pills.

The solution will provide the least number of pills a patient should take to achieve immediate relief while meeting the required amounts of aspirin, bicarbonate, and codeine.

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Find the coordinates of the point on the 2-dimensional plane HC R³ given by equation x₁ - x₂ + 2x3 = 0, which is closest to p = (3, 0, -3) = R³. Solution:

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The coordinates of the point on the 2-dimensional plane closest to p = (3, 0, -3) are (-3, 3, -3).

To find the coordinates of the point on the 2-dimensional plane that is closest to point p = (3, 0, -3), we can use the concept of orthogonal projection.

Let's consider the given equation of the plane:

x₁ - x₂ + 2x₃ = 0

To find the point on this plane closest to p, we need to find a point q = (q₁, q₂, q₃) that lies on the plane and has the shortest distance to point p.

We can represent any point q on the plane using two parameters, say t₁ and t₂, as follows:

q = (t₁, t₂, (t₁ - t₂)/2)

Now, we want to minimize the distance between p and q, which can be expressed as the square of the distance:

D² = (t₁ - 3)² + (t₂ - 0)² + ((t₁ - t₂)/2 + 3)²

To find the values of t₁ and t₂ that minimize D², we can take partial derivatives of D² with respect to t₁ and t₂ and set them to zero:

∂(D²)/∂t₁ = 2(t₁ - 3) + 2((t₁ - t₂)/2 + 3) = 0

∂(D²)/∂t₂ = 2(t₂ - 0) - 2((t₁ - t₂)/2 + 3) = 0

Simplifying these equations, we get:

2t₁ - t₂ + 9 = 0 ----(1)

-t₁ + 2t₂ - 9 = 0 ----(2)

Now, we can solve these two equations to find the values of t₁ and t₂.

Multiplying equation (1) by 2 and adding it to equation (2), we get:

4t₁ - 2t₂ + 18 - t₁ + 2t₂ - 9 = 0

3t₁ + 9 = 0

3t₁ = -9

t₁ = -3

Substituting t₁ = -3 into equation (1), we get:

2(-3) - t₂ + 9 = 0

-6 - t₂ + 9 = 0

t₂ = 3

Therefore, the values of t₁ and t₂ are -3 and 3, respectively.

Substituting these values back into the equation for q, we can find the coordinates of the point q:

q = (-3, 3, (-3 - 3)/2)

q = (-3, 3, -3)

So, the coordinates of the point on the 2-dimensional plane closest to p = (3, 0, -3) are (-3, 3, -3).

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a)Rounded to the nearest percent, what was the sample proportion of parents surveyed who reported that they have made efforts to implement screen time restrictions on their teenage children?
b)Rounded to three decimal places, what is the critical value z* which will be used to calculate a 90% confidence interval for the true proportion of parents of teenagers who have tried to instill time restrictions on their teenage children?
c)Calculate the estimate of the standard error of the sampling distribution of sample proportions for this scenario. Round to three decimal places.
A Pew Research Center survey of 743 U.S. teens (ages 13 to 17) and 1,058 U.S. parents of teens was conducted between March 7th and April 10th, 2018, regarding screen time and device-related distractions. Amongst the parents surveyed, 603 reported that they have made efforts to implement screen time restrictions on their teen(s) in one way or another. Use this information to calculate a one-proportion z-interval at the 90% confidence level to estimate the true proportion of U.S. parents of teenagers who have tried to instill screen time restrictions on their teenage children.

Answers

a) The sample proportion of parents surveyed who reported making efforts to implement screen time restrictions on their teenage children is  57%.

b) The critical value (z) for a 90% confidence interval is approximately 1.645.

c) The estimate of the standard error (SE) of the sampling distribution of sample proportions is 0.014.

a) To find the sample proportion of parents who reported making efforts to implement screen time restrictions on their teenage children, we divide the number of parents who reported doing so by the total number of parents surveyed.

Sample proportion = Number of parents who reported implementing screen time restrictions / Total number of parents surveyed

Sample proportion = 603 / 1058

=0.5706.

So, the sample proportion is 57%.

b) To calculate the critical value (z) for a 90% confidence interval.

we can use a standard normal distribution table or a calculator.

For a 90% confidence level, we want to find the z-value that leaves 5% in the tails (as we divide the remaining 95% between the two tails).

The critical value (z) for a 90% confidence interval is 1.645.

c) The estimate of the standard error (SE) of the sampling distribution of sample proportions can be calculated using the formula:

SE = √((p × (1 - p)) / n)

Where:

p is the sample proportion

n is the sample size

p = 0.5706 (from part a)

n = 1058 (total number of parents surveyed)

SE = √((0.5706 × (1 - 0.5706)) / 1058)

= 0.014.

So, the estimate of the standard error is 0.014.

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In a genetics experiment on peas one sample of offspring contained 426 green peas and 137 yellow peas. Based on those results, estimate the probability of getting an offspring pea that is green is the result reasonably close to the value of that was expected? The probability of getting a green pea is approximately (Type an integer or decimal rounded to the decimal places as needed) Is this probability reasonably close to Choose the correct answer below O A No not reasonably close OB. Yes, it is reasonably close

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Based on  results of genetics experiment on peas, the estimated probability of getting a green pea is approximately 0.756. question asks  the estimated probability is reasonably close to the expected value.

To determine if the estimated probability is reasonably close to the expected value, we need to compare it to the expected probability. However, the expected probability is not provided in the question. It is likely that the expected probability of getting a green pea was given in the context of the genetics experiment but is not mentioned here.

Without the expected probability, we cannot assess if the estimated probability is reasonably close to it. We would need the expected probability to make a comparison. Therefore, we cannot determine if the estimated probability is reasonably close to the expected value based on the information provided.

In conclusion, the question does not provide enough information to evaluate if the estimated probability of getting a green pea is reasonably close to the expected value.

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what is the approximate area under the normal curve between the values -2.1 and 0.46? enter a value between 0 and 100 representing the percentage of area under the curve in this interval. for example, if your answer is 4.6%, enter 4.6. don't worry about how much to round; any correctly rounded answer will receive full credit.

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The approximate area under the normal curve between -2.1 and 0.46 is approximately 65.93%.

To find the approximate area under the normal curve between the values -2.1 and 0.46, we can use statistical software or standard normal distribution tables. The area under the curve represents the probability of observing a value within that interval.

Assuming a standard normal distribution (mean = 0, standard deviation = 1), we can use the Z-table to approximate the area. However, since the given values are not standard deviations away from the mean, we need to calculate the z-scores first.

The z-score for -2.1 can be calculated as:

Z1 = (x1 - μ) / σ

= (-2.1 - 0) / 1

= -2.1

The z-score for 0.46 can be calculated as:

Z2 = (x2 - μ) / σ

= (0.46 - 0) / 1

= 0.46

Using the Z-table or statistical software, we can find the corresponding probabilities for these z-scores. Subtracting the smaller probability from the larger one will give us the approximate area under the normal curve between these two values.

Let's calculate the probabilities and find the approximate area:

P(Z < -2.1) = 0.0179

P(Z < 0.46) = 0.6772

Area between -2.1 and 0.46 = P(Z < 0.46) - P(Z < -2.1)

= 0.6772 - 0.0179

= 0.6593

Converting this to a percentage, the approximate area under the normal curve between -2.1 and 0.46 is approximately 65.93%.

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Determine the definiseness a Figen values b. Principal minors of the quadratic form using: Q = 5x + 2x,xy + 2x + 2x,x, + 4x

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The quadratic form Q is positive definite, and its eigenvalues are λ₁ = 2, λ₂ = 3, and λ₃ = 6. The principal minors are M₁ = 5, M₂ = 6, and M₃ = 20.

the quadratic form Q is positive definite, and its eigenvalues are λ₁ = 2, λ₂ = 3, and λ₃ = 6. The principal minors are M₁ = 5, M₂ = 6, and M₃ = 20.

a. the eigenvalues are λ₁ = 2, λ₂ = 3, and λ₃ = 6. b. 3rd principal minor is the determinant of the full matrix A:

M₃ = |5, 2, 1|

|2, 2, 0|

|1, 0, 4| = 20

c. The principal minors are M₁ = 5, M₂ = 6, and M₃ = 20.

To determine the definiteness of the quadratic form Q and its eigenvalues, as well as the principal minors, we need to consider the matrix associated with the quadratic form.

The quadratic form Q can be represented by the matrix A as follows:

A = [[5, 2, 1],

[2, 2, 0],

[1, 0, 4]]

(a) Eigenvalues:

To find the eigenvalues of A, we need to solve the characteristic equation det(A - λI) = 0, where λ is the eigenvalue and I is the identity matrix.

The characteristic equation becomes:

|5 - λ, 2, 1|

|2, 2 - λ, 0| = 0

|1, 0, 4 - λ|

Expanding the determinant, we have:

(5 - λ)(2 - λ)(4 - λ) + 2(2)(1) - 1(2)(4 - λ) - (5 - λ)(0) = 0

Simplifying further:

(λ - 2)(λ - 3)(λ - 6) = 0

So the eigenvalues are λ₁ = 2, λ₂ = 3, and λ₃ = 6.

(b) Principal Minors:

The principal minors of a matrix are the determinants of the top-left submatrices.

The 1st principal minor is the determinant of the 1x1 submatrix:

M₁ = |5| = 5

The 2nd principal minor is the determinant of the 2x2 submatrix:

M₂ = |5, 2|

|2, 2| = (5)(2) - (2)(2) = 6

The 3rd principal minor is the determinant of the full matrix A:

M₃ = |5, 2, 1|

|2, 2, 0|

|1, 0, 4| = (5)((2)(4) - (0)(0)) - (2)((2)(4) - (0)(1)) + (1)((2)(0) - (2)(1)) = 20

(c) Definiteness:

To determine the definiteness of the quadratic form, we can examine the signs of the eigenvalues or the principal minors.

Since all the eigenvalues of A are positive (λ₁ = 2, λ₂ = 3, λ₃ = 6), we can conclude that the quadratic form Q is positive definite.

Additionally, since all the principal minors are positive (M₁ = 5, M₂ = 6, M₃ = 20), this also confirms that Q is positive definite.

In summary, the quadratic form Q is positive definite, and its eigenvalues are λ₁ = 2, λ₂ = 3, and λ₃ = 6. The principal minors are M₁ = 5, M₂ = 6, and M₃ = 20.

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Evaluate the surface integral.
∫∫S (x² + y² + z²) dS
S is the part of the cylinder x² + y² = 9 that lies between the planes z = 0 and z = 5, together with its top and bottom disks.

Answers

The surface integral evaluates to 720π cubic units.

To evaluate the surface integral, we need to parameterize the surface S and calculate the scalar field (x² + y² + z²) over that surface.

The given surface S consists of the cylindrical part defined by x² + y² = 9, bounded by the planes z = 0 and z = 5, as well as its top and bottom disks. We can parameterize this surface using cylindrical coordinates.

Let's parameterize the surface using the variables ρ, θ, and z, where ρ is the distance from the z-axis, θ is the azimuthal angle measured from the positive x-axis, and z is the vertical coordinate.

In cylindrical coordinates, the surface S can be parameterized as:

x = ρ cos θ

y = ρ sin θ

z = z

The surface element dS can be expressed as dS = ρ dρ dθ.

Now, we can substitute the parameterization and the surface element into the scalar field (x² + y² + z²) to obtain the integrand:

(x² + y² + z²) = (ρ² cos² θ + ρ² sin² θ + z²) = ρ² + z²

To evaluate the surface integral, we need to find the limits of integration for ρ, θ, and z. Since the cylinder lies between the planes z = 0 and z = 5, and its radius is 3 (from x² + y² = 9), we have the following limits:

0 ≤ ρ ≤ 3

0 ≤ θ ≤ 2π

0 ≤ z ≤ 5

Now, we can set up the surface integral as follows:

∫∫S (x² + y² + z²) dS = ∫∫S (ρ² + z²) ρ dρ dθ dz

Integrating over the given limits of ρ, θ, and z, we can evaluate the surface integral:

∫∫S (x² + y² + z²) dS = ∫[0,5]∫[0,2π]∫[0,3] (ρ² + z²) ρ dρ dθ dz

Performing the integration, we obtain the value of the surface integral as 720π cubic units.

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evaluate the surface integral. s (x y z) ds, s is the parallelogram with parametric equations x = u v, y = u − v, z = 1 2u v, 0 ≤ u ≤ 3, 0 ≤ v ≤ 2.

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To evaluate the surface integral ∬S (x y z) · ds, we need to calculate the dot product between the vector function (x y z) and the surface element ds, and then integrate it over the surface S. The surface integral is -27.

The given parallelogram has parametric equations x = u v, y = u − v, and z = 1/2u v, with u ranging from 0 to 3 and v ranging from 0 to 2. To find the surface element ds, we take the cross product of the partial derivatives of the position vector r(u, v) = (u v, u - v, 1/2u v) with respect to u and v. The resulting cross product gives us the magnitude and direction of the surface element.

Taking the cross product, we get ds = |∂r/∂u × ∂r/∂v| du dv. Substituting the partial derivatives, we have ds = |v(1/2v, 1, u/2) - (1/2uv, -1, v/2)| du dv.

Next, we calculate the vector function (x y z) · ds. Substituting the given parametric equations, we have (x y z) = (u v, u - v, 1/2u v), and the dot product becomes (u v)(u - v)(1/2u v) · ds.

By substituting the surface element ds, we have (u v)(u - v)(1/2u v) · |v(1/2v, 1, u/2) - (1/2uv, -1, v/2)| du dv.

To evaluate the surface integral, we integrate the dot product (u v)(u - v)(1/2u v) · |v(1/2v, 1, u/2) - (1/2uv, -1, v/2)| over the given limits of u and v. The resulting value will give us the surface integral of the vector function (x y z) over the parallelogram.

After evaluating this integral using a mathematical software or by hand calculation we get that the surface integral is equal to -27.

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please solve the DE's.
a) 2y"" - y" - 7y' + 6y = 0 a) 6ÿ+ y - y = 0, y(0) = 1 4. b) ÿ - 3y = 0, y(0) = 1
b) 3y"" - 20y" +39y' - 18y = 0 y(0) = 2 y(0) = 2

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(a) the general solution of the differential equation is y(t) = c1 * e^(1/2t) + c2 * e^(6t)

(b) the general solution of the differential equation is y(t) = c1 * e^(2/3t) + c2 * e^(9t)

a) The given second-order linear homogeneous differential equation is 2y'' - y' - 7y' + 6y = 0. To solve this equation, we can find the characteristic equation by substituting y = e^(rt) and its derivatives into the equation. Simplifying the equation, we get 2r^2 - r - 7r + 6 = 0, which can be factored as (2r - 1)(r - 6) = 0. So the roots are r = 1/2 and r = 6. Therefore, the general solution of the differential equation is y(t) = c1 * e^(1/2t) + c2 * e^(6t), where c1 and c2 are arbitrary constants.

b) The given second-order linear homogeneous differential equation is 3y'' - 20y' + 39y' - 18y = 0. Again, we find the characteristic equation by substituting y = e^(rt) and its derivatives into the equation. Simplifying the equation, we get 3r^2 - 20r + 39r - 18 = 0, which can be factored as (3r - 2)(r - 9) = 0. So the roots are r = 2/3 and r = 9. Therefore, the general solution of the differential equation is y(t) = c1 * e^(2/3t) + c2 * e^(9t), where c1 and c2 are arbitrary constants.


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the following data were collected from a simple random sample from an infinite population. 13 15 14 16 12 the mean of the population .

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The mean of the population can be estimated using the sample mean, which is the average of the data collected from a simple random sample. In this case, the sample data consists of the numbers 13, 15, 14, 16, and 12.

To find the sample mean, we add up all the values in the sample and divide it by the total number of values. In this case, the sum of the sample values is 13 + 15 + 14 + 16 + 12 = 70. Since there are 5 values in the sample, the sample mean is calculated as 70 / 5 = 14.

The sample mean is an estimate of the population mean. It provides information about the central tendency of the population based on the collected sample. In this case, the sample mean of 14 is an estimate of the mean of the entire population from which the sample was taken.

It's important to note that the sample mean may not be exactly equal to the population mean, but it provides a good estimate when the sample is representative of the population and selected through a random sampling method.

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A carpenter designs two cabinets: one in the shape of an oblique rectangular prism and one in the shape of a right rectangular prism. The volume of each cabinet is 4,608 cubic inches. The oblique rectangular prism is 48 inches tall and has an edge length of 64 inches. The right rectangular prism has a height of 48 inches. Which statements about the cabinets are true?
A.the cabinet have the same base area
B.the cabinets may have the same base dimensions

Answers

Statement A: The cabinets have the same base area.

To determine if the cabinets have the same base area, we need to compare the dimensions of their bases.

For the oblique rectangular prism, the base dimensions are not provided, so we cannot conclude if the base area is the same as the right rectangular prism.

Statement B: The cabinets may have the same base dimensions.

Based on the given information, we can determine the base dimensions for the right rectangular prism since its height is given as 48 inches. However, the base dimensions for the oblique rectangular prism are not provided.

Therefore, we cannot conclude if the cabinets have the same base area (Statement A) or if they may have the same base dimensions (Statement B) based on the information given.

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At what point does the terminal side of the angle 5π6 in standard position intersect the unit circle?
(-3√2, 12)
(-12, 3√2)
(12, −3√2)
(3√2, −12)

Answers

The point where the terminal side of the angle 5π6 in standard position intersect the unit circle is :

(−√3/2, 1/2)

In the standard position, the terminal side of the angle `5π/6` is in the second quadrant since `π/2 < 5π/6 < π`.

Let us represent this angle using the unit circle.

The unit circle has a radius of 1 unit and its center is at (0, 0). The coordinates of a point on the unit circle can be represented by `(cos(θ), sin(θ))`.

Now, we can evaluate `cos(5π/6)` and `sin(5π/6)`.

cos(5π/6) = -√3/2sin(5π/6) = 1/2

We have the coordinates `(-√3/2, 1/2)` for the terminal point.

To get the final answer, we need to multiply these coordinates by the radius of the circle, which is :

1.(-√3/2, 1/2) × 1 = (-√3/2, 1/2)

Hence, the answer is `(−√3/2, 1/2)`.

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Which of the following statements about ordinal variables is true? Select all answers that apply; Multiple answers are not definite but possible. The distance between each level of a variable are not equal, Ratio comparisons cannot be made. Ordinal variables are considered less quantitative than nominal data The levels of the variable can be put in a sequence (such as from small to large) An ordinal variable has a meaningful zero point.

Answers

Ordinal variables have levels that can be arranged in a sequence, but the distance between each level is not necessarily equal. They cannot be compared using ratios, and they are considered less quantitative than nominal data. However, an ordinal variable does not have a meaningful zero point.

An ordinal variable is a type of categorical variable where the levels can be ordered or ranked. For example, a survey question asking respondents to rate their satisfaction on a scale of "very dissatisfied," "somewhat dissatisfied," "neutral," "somewhat satisfied," and "very satisfied" would create an ordinal variable. The levels can be arranged in a sequence from small to large or vice versa. However, the distance between each level is not necessarily equal, meaning that the numerical difference between adjacent levels may not be consistent.

Ordinal variables cannot be compared using ratios because they lack a consistent unit of measurement. It is not possible to say that one level is twice or three times greater than another. Therefore, ratio comparisons are not valid for ordinal variables.

While ordinal variables have an inherent order or ranking, they are considered less quantitative than nominal data. Nominal variables only have categories or labels without any inherent order.

Unlike interval or ratio variables, an ordinal variable does not have a meaningful zero point. A zero value does not represent the absence of the variable; it is merely another level in the sequence.

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INTEGRATION Due to an excessive amount of rain, the village dam is filling at a rate of 360(6+2t) litres an hour (t ≥ 0). The mayor is planning to evacuate the village before the dam overflows, flooding the valley.
The amount of water currently in the dam is 2,274, 240 litres and the mayor wants to know how many hours it will take for the dam to be completely full. The dam is 60 metres long, 10 metres wide and 5 metres deep. You can assume that the villagers are not using any of the dam water and there is no water loss through evaporation.
(1) What is the maximum capacity of the dam in litres? (Hint: 1000 litres = 1 cubic metre)
(2) Find the function that gives the number of litres in the dam at time t hours.
(3) The village mayor wants to have the town evacuated before the dam is full. At what time t would the dam be full? SUBMISSION In order to complete this task, you must submit the following:
• The capacity of the dam in litres with all working.
The function that gives the amount of water in the dam (in litres) at time t showing all working.
• The time t when the dam will reach capacity showing all working.

Answers

The rate at which the dam is filling is provided, along with the initial amount of water in the dam and the dimensions of the dam.

(1) The maximum capacity of the dam can be calculated by finding the volume of the dam. Using the given dimensions (60m length, 10m width, and 5m depth), we can multiply these values to find the volume in cubic meters.

(2) To find the function that represents the number of litres in the dam at time t, we integrate the given rate of filling the dam with respect to time. By integrating the expression 360(6+2t) with respect to t, we obtain the function that gives the amount of water in the dam at any given time t.

(3) To determine the time when the dam will be full, we set up an equation where the amount of water in the dam is equal to its maximum capacity. We substitute the maximum capacity into the function obtained in step (2) and solve for the time t.

In conclusion, by calculating the maximum capacity of the dam, setting up and solving an integration problem to find the function representing the amount of water in the dam, and solving for the time when the dam reaches capacity, we can provide the required answers to the given problem.

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14. Make sure you answer both parts of the question.
A. According to the statistics reviewed in the course, the average number of people killed by US police every year is approximately ___________ (

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A. According to the statistics reviewed in the course, the average number of people killed by US police every year is approximately 1,000.

However, it's important to note that this number may not be entirely accurate due to incomplete data and underreporting.

The use of deadly force by police has been a topic of significant controversy and debate in recent years. Many argue that the high number of police killings is indicative of systemic issues within law enforcement agencies, such as racism, insufficient training, and a lack of accountability. Others argue that police officers are forced to make split-second decisions in dangerous situations, and that any use of force is justified in order to protect public safety.

In response to these concerns, many organizations have called for reforms to police practices and procedures. Some of these reforms include increased transparency, community policing initiatives, de-escalation training, and the implementation of body cameras on patrol officers.

While progress has been made in some areas, more work is needed to reduce the number of deaths caused by police in the United States. It will require a concerted effort from law enforcement officials, policymakers, and communities across the country to address this issue and ensure that all Americans can feel safe and protected when interacting with the police.

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feldman was interested in the effect of valium on rate of bar pressing by rats. he found rates of about 800 per hour in the saline-injection condition and 775 under the drug-injection condition. only one skinner box was used and the same assistant handled all the animals. identify: a. dependent variable b. independent variable and the number of levels c. names of the levels of the independent variable d. a controlled extraneous variable is. a quantitative variable

Answers

Feldman investigated how the rate of bar pressing by rats was affected by the type of injection they received, with two levels (saline and drug).

a. The dependent variable in this study is the rate of bar pressing by rats.

b. The independent variable in this study is the type of injection administered to the rats (saline-injection condition vs. drug-injection condition).

c. The independent variable has two levels: saline-injection condition and drug-injection condition.

d. A controlled extraneous variable in this study could be the environment in which the rats were tested. Since only one Skinner box was used and the same assistant handled all the animals, it suggests that the environment and handling conditions were kept constant to minimize their potential influence on the dependent variable.

a. Dependent variable: Rate of bar pressing by rats.

b. Independent variable: Type of injection administered.

c. Levels of the independent variable: Saline-injection condition and drug-injection condition.

d. Controlled extraneous variable: Environment and handling conditions.

Feldman investigated how the rate of bar pressing by rats was affected by the type of injection they received, with two levels (saline and drug). The study controlled for extraneous variables such as the environment and handling conditions.

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For arbitrary A, B C R, prove or disprove each of the following: (a) AnB=AnB (b) AUB=AUB (c) AUB=AUB (d) AnB = Ån B

Answers

For arbitrary A, B C R : Statements (a) and (b) are true, while statements (c) and (d) are false.

To prove or disprove the statements for arbitrary sets A, B, and C, let's analyze each statement:
(a) AnB = AnB: This statement is true. The intersection of sets A and B (AnB) will always contain the same elements, regardless of the order in which the sets are written. The intersection operation is commutative, meaning the order of the sets does not matter.(b) AUB = AUB: This statement is also true. The union of sets A and B (AUB) will always contain the same elements, regardless of the order in which the sets are written. The union operation is commutative, meaning the order of the sets does not matter.(c) AUB = AUB: This statement is false. The intersection and union operations are not commutative. The order of the sets matters when performing these operations. Switching the order of A and B will yield a different result for both intersection and union.(d) AnB = Ån B: This statement is false. The symbol "Å" represents the empty set, while the symbol "n" represents the intersection of sets. The intersection of sets A and B will generally not be equal to the empty set unless A and B have no common elements.

Statements (a) and (b) are true, while statements (c) and (d) are false.

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find an equation of the tangent line to the curve at the given point. illustrate by graphing the curve and the tangent line on the same screen. 39. y − 3x2 2 x3 , s1, 2d

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The equation of the tangent line to the curve y = −3x²/2x³ at the point (1, 2) is y = −x + 3.

The first step is to find the derivative of the curve. The derivative of y = −3x²/2x³ is y' = −3(1 + x²)/2x⁴.

The next step is to evaluate the derivative at the point (1, 2). The value of y' at (1, 2) is −3(1 + 1)/2(1)⁴ = −3/2.

The final step is to use the point-slope form of linear equations to find the equation of the tangent line. The point-slope form of linear equations is y - y1 = m(x - x1), where (x1, y1) is the point of tangency and m is the slope of the tangent line.

In this case, (x1, y1) = (1, 2) and m = −3/2. Substituting these values into the point-slope form of linear equations, we get y - 2 = −3/2(x - 1). Simplifying this equation, we get y = −x + 3.

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Evaluate the expression when a=-2 and c=5. -c+6a
Find the greatest common factor of these two expressions. 3 15w³y² and 18v wy³ X 5 ? B"

Answers

When a=-2 and c=5, the expression -c+6a can be evaluated by substituting the given values: -(-2) + 6(-2) = 2 - 12 = -10.

To find the greatest common factor of the expressions 3w³y² and 18vwy³ × 5b, we need to factorize each expression and identify the common factors.

Evaluating the expression -c+6a when a=-2 and c=5, we substitute these values into the expression: -5 + 6(-2). Simplifying, we get -5 - 12 = -17.

To find the greatest common factor (GCF) of the expressions 3w³y² and 18vwy³ × 5b, we need to factorize each expression. Let's factorize them individually:

For 3w³y²:

3w³y² is already in its simplest form, and there are no common factors within this expression.

For 18vwy³ × 5b:

18vwy³ × 5b can be simplified by factoring out common factors. We can factor out 3, w, and y from both terms:

18vwy³ × 5b = (3w)(6vy³) × (5b) = 3w × (2v)(3y³) × (5b) = 6wv(y³)(5b) = 30wv(y³)b.

Now, we can see that the GCF of 3w³y² and 18vwy³ × 5b is the product of the common factors, which is 3w.

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8.Simplify leaving your answer with positive exponents 9. What is the inverse of the function 2y=2x-10 ? 5 10. Expressed in a + bi form, is equivalent to 3-4i 25m n -26 m n

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To simplify the expression, we need the specific expression or equation that needs simplification.
The inverse of the function 2y = 2x - 10 is y = (x + 10)/2.
The complex number 3 - 4i expressed in the form a + bi is 3 - 4i.
The expression 25m^n - 26m^n cannot be simplified further without knowing the specific values of m and n.

The instruction to simplify needs a specific expression or equation. Please provide the expression that needs simplification so that I can assist you further.
To find the inverse of the function 2y = 2x - 10, we can swap the roles of x and y and solve for y. Rearranging the equation, we have y = (x + 10)/2. This is the inverse function.
The complex number 3 - 4i is already in the form a + bi, where a is the real part (3) and b is the imaginary part (-4).
The expression 25m^n - 26m^n cannot be simplified further without knowing the specific values of m and n. If m and n are variables, we cannot simplify the expression any further. However, if you have specific values for m and n, please provide them so that I can assist you with any simplification or calculation.

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Suppose the age at death is equally likely to be any number between 0 and 100. Then X Uniform(0, 100) and 1 fx(x) = 100 Show that, in this case, T(X) Uniform(0,100 - «). 0

Answers

To show that T(X) follows a Uniform(0, 100 - ε) distribution, we need to demonstrate that the cumulative distribution function (CDF) of T(X) is a straight line over the interval (0, 100 - ε) and that it equals 0 for values less than 0 and 1 for values greater than 100 - ε.

Let's calculate the CDF of T(X):

F(t) = P(T(X) ≤ t) = P(X ≤ t + ε) = ∫[0, t+ε] f(x) dx

Since the probability density function (PDF) of X is constant, f(x) = 1/100 over the interval (0, 100), we can rewrite the CDF as:

F(t) = ∫[0, t+ε] (1/100) dx

Evaluating the integral, we get:

F(t) = (1/100) * (t + ε)

Now, we can check if this CDF satisfies the properties of a Uniform(0, 100 - ε) distribution:

For t < 0, F(t) = 0.

For t > 100 - ε, F(t) = 1.

F(t) is a straight line over the interval (0, 100 - ε), with a slope of 1/(100 - ε).

Therefore, T(X) follows a Uniform(0, 100 - ε) distribution.

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Find the equation in standard form of the ellipse shown. y -20 20 -10 - 20 Determine the foci. (Round your answers to two decimal places.) (x, y) = (smaller x-value) (x, y) = (larger x-value) -10 20 1

Answers

There are no foci for this particular ellipse.

Based on the given points, we can determine the equation of the ellipse in standard form. The general equation for an ellipse with a horizontal major axis is:

((x - h)^2 / a^2) + ((y - k)^2 / b^2) = 1

where (h, k) is the center of the ellipse, a is the semi-major axis length, and b is the semi-minor axis length.

Given the points (x, y) = (-10, 20) and (x, y) = (20, -10), we can determine the center of the ellipse:

h = (20 + (-10)) / 2 = 5

k = (20 + (-10)) / 2 = 5

So, the center of the ellipse is (5, 5).

Next, we can determine the lengths of the semi-major and semi-minor axes:

For the semi-major axis, we take half of the distance between the y-coordinates of the two points on the major axis:

a = (20 - (-10)) / 2 = 15

For the semi-minor axis, we take half of the distance between the x-coordinates of the two points on the minor axis:

b = (20 - (-20)) / 2 = 20

Now we can write the equation of the ellipse in standard form:

((x - 5)^2 / 15^2) + ((y - 5)^2 / 20^2) = 1

Simplifying further, we have:

(x - 5)^2 / 225 + (y - 5)^2 / 400 = 1

So, the equation in standard form of the ellipse is ((x - 5)^2 / 225) + ((y - 5)^2 / 400) = 1.

To find the foci of the ellipse, we can use the formula c = √(a^2 - b^2), where c is the distance from the center to each focus. The foci are located at (h ± c, k).

c = √(15^2 - 20^2) = √(225 - 400) = √(-175) (imaginary)

Since the value under the square root is negative, the foci of the ellipse do not exist in the real plane. Therefore, there are no foci for this particular ellipse.

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b) Use the green theorem to find the area of the circle x² + y² =a², a>0

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To find the area of the circle x² + y² = a² using Green's theorem, we can transform the equation to polar coordinates and then apply the theorem.

The equation of the circle x² + y² = a² can be expressed in polar coordinates as r² = a², where r represents the radial distance from the origin.

Green's theorem states that the area enclosed by a simple closed curve C can be calculated as the line integral of a vector field F around the curve C:

Area = ∫∫ F · n dA,

where F is a vector field and n is the outward unit normal vector to the curve C, and dA represents the differential area element.

In this case, we can define the vector field F as F = (-y/2, x/2), and the unit normal vector n is (cos θ, sin θ), where θ is the angle in polar coordinates.

Applying Green's theorem, the area can be expressed as:

Area = ∫∫ F · n dA = ∫∫ (-y/2, x/2) · (cos θ, sin θ) r dr dθ,

where r represents the radial distance.

To simplify the expression further, we can substitute x = r cos θ and y = r sin θ:

Area = ∫∫ (-r sin θ/2, r cos θ/2) · (cos θ, sin θ) r dr dθ

    = ∫∫ (-r² sin θ/2 cos θ + r² cos θ/2 sin θ) dr dθ

    = ∫∫ (0) dr dθ,

   

since the cross terms involving sin θ and cos θ integrate to zero over the full circle.

Therefore, the area of the circle x² + y² = a² is 0, as indicated by the integration result.

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Alex expects to graduate in 3.5 years and hopes to buy a new car then. He will need a 20% down payment, which amounts to $3600 for the car he wants. How much should he save now to have $3600 when he graduates if he can invest it at 6% compounded monthly?

Answers

The question is: Alex expects to graduate in 3.5 years and hopes to buy a new car then. He will need a 20% down payment, which amounts to $3600 for the car he wants.

How much should he save now to have $3600 when he graduates if he can invest it at 6% compounded monthly?To determine the value of Alex's savings when he graduates, use the future value formula:  $$FV=P\cdot{\left(1+\frac{r}{n}\right)}^{nt}$$where FV is the future value, P is the principal (the amount Alex saves), r is the annual interest rate (6%), n is the number of times interest is compounded per year (12, since the interest is compounded monthly), and t is the time in years.

Therefore, using the formula, $$FV=P\ cdot{\left(1+\frac{r}{n}\right)}^{nt}$$$$3600=P\cdot{\left(1+\frac{0.06}{12}\right)}^{12(3.5)}$$$$3600=P\cdot{\left(1+0.005\right)}^{42}$$$$3600=P\cdot{1.270096}$$Divide both sides of the equation by 1.270096 to solve for P, $$\frac{3600}{1.270096}=P$$$$2833.41=P$$Therefore, Alex should save $2833.41 to have $3600 when he graduates if he can invest it at 6% compounded monthly.

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The Hunger Games brought in about $152,000,000 in its opening weekend. Express this amount in (a) Gigadollars (b) Teradollars.

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(a) Gigadollars, we divide the original amount by 1,000, resulting in $0.152 Gigadollars. To convert it to Teradollars, we divide the original amount by 1,000,000, resulting in $0.000152 Teradollars.

In financial terms, the prefixes giga- and tera- represent factors of 1,000,000,000 and 1,000,000,000,000, respectively. Therefore, when we convert the opening weekend earnings of The Hunger Games to Gigadollars, we divide the original amount by 1,000,000,000. This yields $0.152 Gigadollars, which is equivalent to $152,000,000. Similarly, to express the earnings in Teradollars, we divide the original amount by 1,000,000,000,000, resulting in $0.000152 Teradollars, which is also equivalent to $152,000,000.

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Consider the following list of distributions: Binomial, Poisson, Uniform Dis-
crete, Uniform Continuous, Geometric, Standard Normal, Negative Binomial,
Exponential. For each of the following, list which of these distributions possess
the given property. (There may be more one answer for each, and some distri-
butions might be used more than once or not at all.) (Note: if you write short
explanations for your choices, I can give partial credit. If you do not, I cannot.)
(a) The sample space, X, is a finite set.
(b) p(0), the probability that x = 0, must equal 0.
(c) The CDF of X must consist solely of one or more horizontal lines.
(d) The probability distribution of X is symmetric about E(X)

Answers

(a) The distributions that possess a finite sample space are:

Binomial distribution: The binomial distribution represents the number of successes in a fixed number of independent Bernoulli trials, where each trial has two possible outcomes (success or failure).

(b) The distributions that have p(0) = 0 are:

Poisson distribution: In the Poisson distribution, the probability of observing 0 events in a given interval is positive but very small when the mean rate is low.

(c) The distributions that have a cumulative distribution function (CDF) consisting solely of one or more horizontal lines are:

Uniform Discrete distribution: In a uniform discrete distribution, each value in the sample space has an equal probability, resulting in a constant CDF.

(d) The distributions that have a symmetric probability distribution about E(X) are:

Normal distribution: The standard normal distribution is a symmetric distribution with a bell-shaped curve. It is characterized by its mean (E(X)) and standard deviation.

Note: The other distributions mentioned in the list do not possess the specified properties.

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5. From a point 50 meters from the base of a fir tree, the Angle of Elevation to the top of the tree is 61°. What is the height of the tree (to the nearest tenth of a meter)?

Answers

The height of the tree to the nearest tenth of a meter is 110.3 meters.

Explanation:

To solve for the height of the tree, the following steps have to be followed;

Given:

Angle of elevation to the top of the tree = 61°

Height of the tree = 50m

Determine the opposite side of the triangle using 50m and tan 61 degrees; 50 tan 61 = 98.20 m

Use the Pythagorean Theorem to find the hypotenuse (h) of the triangle, which is the height of the tree and the adjacent side of the 61° angle:

h² = 50² + 98.20²

h = sqrt(50² + 98.20²)

h = 110.3

Therefore, the height of the tree to the nearest tenth of a meter is 110.3 meters.

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(a) The partition function for a two-dimensional monatomic gas at temperature T with particle mass m that can move around freely within a plane with an area A is given by Z= 2AmmkT h² Use this partition function Z to derive the heat capacity Cy and entropy S of the system. (b) Assume you define a property of a system as which is given by e-s= U + PV T T (2) T Show that the volume of the system can be written as V = -T

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(a) Using the given partition function Z for a two-dimensional monatomic gas, the heat capacity Cy and entropy S of the system can be derived. (b) By defining a property of the system as e-s = U + PV, where e is the internal energy, s is the entropy, U is the energy, P is the pressure, and V is the volume, it can be shown that the volume of the system can be written as V = -T.

(a) To derive the heat capacity Cy, the derivative of the partition function Z with respect to temperature T is calculated. This gives the expression for Cy. Similarly, the entropy S is obtained by taking the logarithm of Z and using certain mathematical manipulations. (b) By rearranging the equation e-s = U + PV, we can express V in terms of the other variables. Taking the derivative of this equation with respect to temperature T and using the relationship between entropy and temperature, the expression V = -T can be derived.

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Let m, n = Z, n≠0. Prove that if n²x² - 2mnx + m² = n², then x is rational. Prove, for all integers x and y, 14x+36y ≠51

Answers

Given that n²x² - 2mnx + m² = n²

To prove: x is rational

Proof: n²x² - 2mnx + m² = n²⇒ n²x² - 2mnx + m² - n² = 0

Divide by n².⇒ x² - 2(m/n)x + (m/n)² - 1 = 0

Let k = m/n⇒ x² - 2kx + k² - 1 = 0

If this quadratic equation has rational roots, then the discriminant should be the perfect square.

That is, D = b² - 4ac = (2k)² - 4(1)(k² - 1) = 4k² - 4k² + 4 = 4⇒ D = 2²

Since the discriminant is a perfect square, the quadratic equation has rational roots, that is, x is rational.

Proof for 14x + 36y ≠ 51 for all integers x and y:Given: 14x + 36y ≠ 51

To prove: It is true for all integers x and y

Proof by contradiction: Assume that there exist integers x and y such that 14x + 36y = 51⇒ 2(7x + 18y)

= 51Since 2 is a factor of the LHS, it should be a factor of the RHS as well. But 51 is an odd number, so it cannot have 2 as a factor.

Hence, the assumption that 14x + 36y = 51 is false for all integers x and y is true.

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find the volume of the solid obtained by rotating the region enclosed by the graphs about the line x=−5. y=x^2,y=x^1/2 (Use symbolic notation and fractions where needed.)

Answers

The volume of the solid obtained by rotating the region enclosed by the graphs y = x² and y = [tex]x^{(1/2)[/tex] about the line x = -5 is -45π/14 cubic units.

To find the volume of the solid obtained by rotating the region enclosed by the graphs y = x² and y = [tex]x^{(1/2)[/tex] about the line x = -5, we can use the method of cylindrical shells.

The idea is to slice the region into thin vertical strips, rotate each strip about the given axis (x = -5), and then sum up the volumes of these cylindrical shells.

Let's proceed step by step:

Determine the limits of integration:

To find the boundaries of the region, we need to solve the equations y = x² and y = [tex]x^{(1/2)[/tex] to find their points of intersection.

Setting the two equations equal to each other, we have:

x² =[tex]x^{(1/2)[/tex]

[tex]x^{(3/2)[/tex] - [tex]x^{(1/2)[/tex] = 0

Factoring out [tex]x^{(1/2)[/tex], we get:

[tex]x^{(1/2)[/tex](x - 1) = 0

This gives us two points of intersection: x = 0 and x = 1.

Therefore, the limits of integration for x are from 0 to 1.

Set up the integral for the volume:

We need to find the volume of each cylindrical shell and integrate it over the given range of x.

The radius of each shell is the distance from the axis of rotation (x = -5) to the corresponding x-value on the curve.

The height of each shell is the difference between the upper and lower curves at that x-value.

The volume of each cylindrical shell is given by:

dV = 2πrh dx

where r is the radius and h is the height.

The radius, r, is the distance from the axis of rotation (x = -5) to the x-value on the curve:

r = x + 5

The height, h, is the difference between the upper and lower curves:

h = x² - [tex]x^{(1/2)[/tex]

Therefore, the integral for the volume becomes:

V = ∫(0 to 1) 2π(x + 5)(x² - [tex]x^{(1/2)[/tex]) dx

Evaluate the integral:

Integrate the expression 2π(x + 5)(x² - [tex]x^{(1/2)[/tex]) with respect to x over the range (0 to 1).

This step involves simplifying the integrand and performing the integration.

V = ∫(0 to 1) 2π(x³ - [tex]x^{(5/2)[/tex] + 5x² - 5[tex]x^{(1/2)[/tex]) dx

Evaluate each term separately:

V = 2π(∫(0 to 1) x³ dx - ∫(0 to 1) [tex]x^{(5/2)[/tex] dx + ∫(0 to 1) 5x² dx - ∫(0 to 1) 5[tex]x^{(1/2)[/tex] dx)

Evaluate each integral:

V = 2π([tex]x^{4/4[/tex] - 2[tex]x^{(7/2)/7[/tex] + 5[tex]x^{3/3[/tex] - 10[tex]x^{(3/2)/3)[/tex] |(0 to 1)

Substituting the limits of integration:

V = 2π[(1/4 - 2/7 + 5/3 - 10/3) - (0)]

V = 2π[(21/84 - 16/84 + 140/84 - 280/84)]

V = 2π[-135/84]

V = -135π/42

Simplifying the fraction, we have:

V = -45π/14

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Other Questions
When David Ltd. Received its Bank Statement for the period ended 30th June, 1998, this did not agree with the balance shown in the Cash Book of $. 2,972 in the Company's favour. An examination of the Cash Book and Bank statement disclosed the following: (1) A deposit of $. 492 paid on 29th June, 1998, had not been entered by the Bank until 1st July, 1998. (2) Bank Charges amounting to $. 17 had not been entered in the Cash Book. (3) A debit of $. 42 appeared on the Bank statement for an unpaid cheque, which had been returned marked "out of date." The cheque had been redated by the customer of David Ltd., and paid into the Bank again on 3rd July, 1998. (4) A standing order for payment of an annual subscription amounting to $. 10 had not been entered in the Cash Book. (5) On 25th June, the managing director had given the cashier a cheque for $. 100 to pay into his personal account At the Bank. The cashier had paid it into the company's account by mistake. (6) On 27th June, two customers of david Ltd. Had paid direct to the company's Bank account $. 499 and $. 157 respectively in payment for goods supplied. The advice was not received by the company until 1st July and were entered in the Cash Book under that date. (7) On 30th March, 1998, the Company had entered into a hire purchase agreement to pay by Banker's order a sum of $. 26 on the 10th day of each month, commencing from April. No entries had been made the Cash Book. (8) A cheque for $. 364, received from Mr. Bitter and paid into the Bank had been entered twice in the Cash Book. (9) Cheques issued amounting to $. 4,672 had not been presented to the Bank for payment until after 30th June, 1998. (10) A customer of the Company, who received a cash discount of 22% on his account of $. 200 paid the Company a cheque on 10th June. The Cashier, in error, entered the gross amount in the Bank Column of the Cash Book. 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Deductions and the annual exclusion may be allowed to arrive at an amount called the taxable gift. A part manufactured at a factory is known to be 12.05 cm long on average, with a standard deviation of 0.448. One day you suspect that the part is coming out a little longer than usual, but with the same deviation. You sample 12 at random and find an average length of 12.23. What is the z-score which would be used to test the hypothesis that the part is coming out longer than usual? Plot the point whose spherical coordinates are given. Then find the rectangular coordinates of the point.(a). (5, /3, /6)(b). (9, /2, 3/4) 7. Find the derivative of the function Id at the point a ER from first principles. What Id(x)-Id (a)? is the domain S of the Newton quotient x-a Is SU {a} an open subset of R? Sales and marketing professionals use IT for which of the following functions?A. Process AnalysisB. Promotion AnalysisC. Site AnalysisD. Payment AnalysisE. All of These Discuss the challenges associated with implementing marketingresearch in emerging countries such as South Africa. G(8) = K(8+ 1)(8 + 10)/(s + 4)(s 6)Sketch the root locus and find the value of K for which the system is closed-loop stable. Also find the break-in and breakaway points. why didnt any delegates from rhode island participate in the convention? Find the area of the sector of a circle formed by central angle of 300 in a circle of radius 4meters. The minute hand of a clock is 4.2 cm long. How far does the tip of the clock travels in 35 minut As relates to hydraulic components, what does the acronym NPTF means? a) Non-Pressurized Torque Fitting b) New Pipe Thermal Fitting c) National Pipe Thread for Fuel d) Negative Pressure Transfer Fitting 23) Hydraulic Component what is the coefficient of kinetic friction between the cars tires and the road? draw a diagram of the criminal justice system as a series of funnels Sophia invests 12,350 in an account that earns 4.5% annual simple interest. assuming she makes no additional deposits or withdrawals, how much interest will Sophia earn after 36 months