Find the last term of (a-2b)^4 using the binomial r^th term formula.

Answers

Answer 1

Last term of `(a-2b)⁴` using the binomial `r`th term formula, we will use the formula `(nCr)*(a^n)*(b^r)` where `n` is the power of the binomial `(a-2b)` which is `4`. Also, `r` is the last term of `(a-2b)⁴` which is `4` and `n-r` is equal to the first term of `(a-2b)⁴` which is `0`.

So, substituting the values into the formula, we get;

(nCr)*(a^n)*(b^r)

= `(4C4)*(a^4)*(b^0)`

= `(1)*((a^4)*(1))`

= `a^4`

Therefore, the last term of `(a-2b)⁴` is `a^4`.

The long answer is;To find the last term of `(a-2b)⁴` using the binomial `r`th term formula, we will use the formula `(nCr)*(a^n)*(b^r)` where `n` is the power of the binomial `(a-2b)` which is `4`.

Also, `r` is the last term of `(a-2b)⁴` which is `4` and `n-r` is equal to the first term of `(a-2b)⁴` which is `0`.

The formula for the `r`th term of the binomial expansion

(a+b)^n` is `(nCr)*(a^(n-r))*(b^r)`.

This means that if the binomial expansion is `(a-2b)^4`, then the last term would be

`(4C4)*(a^(4-4))*(2b)^4`.

Simplifying `(4C4)` gives `1`, and `2^4` gives `16`.

Therefore, the last term of `(a-2b)^4` is `a^4`.

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Related Questions

Question 4 < > The table below shows a student's quiz scores on seven quizzes. Scores 13 14 9 20 18 15 16 Find this student's median quiz score Submit Question

Answers

The student's median quiz score is 15.

To find the median quiz score, you need to arrange the scores in ascending order first:

9, 13, 14, 15, 16, 18, 20

Since there are seven scores, the median will be the middle value. In this case, the middle value is the fourth score, which is 15.

The median is a useful measure of central tendency, especially when dealing with a small data set or when the data contains outliers. It provides a representative value that is less affected by extreme scores compared to other measures such as the mean. In this case, the median score of 15 gives us a sense of the student's performance relative to the other scores.

Therefore, the student's median quiz score is 15.

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1. Given the plane P with equation 2x + y - z = 3, and line M with symmetric equation x = 1 - y = z, determine if they intersect. If not, find the distance between them.
2. Let R1 be the plane containing the points (1, 1, 0), (1, 0, 1) and (0,1,1), and R2 be the plane with equation x + y + z = 1. Let L be the line of intersection of R1 and R2. (
2.1) Find an equation for R1
(2.2) Find parametric equations for L
(2.3) Find the distance between the origin and the line L

Answers

To find the distance between the origin and the line L, we can use the formula

:|a × b|/|b|,

where a is the vector from the origin to any point on the line L, b is the direction vector of L, and | · | denotes the magnitude of a vector. Choosing the point (1, 1, 0) on L, we get a = (-1, 0, 1). Substituting into the formula gives

:|a × b|/|b| = |(2, 1, 2)|/|i - 2j - k| = 3/√6.

Therefore, the distance between the origin and the line L is 3/√6 units.

Given the plane P with equation

2x + y - z

= 3,

and line M with symmetric equation

x

= 1 - y

= z,

we are to determine if they intersect or not, if not, we find the distance between them. Two lines intersect if and only if they have at least one point in common. Therefore, we must verify whether there is a point that satisfies the equation of the plane and the equation of the line. Substituting x, y, and z in the plane equation with the x, y, and z equations of the symmetric equation, we get

;2x + y - z

= 3⟹2(1 - y) + y - (1 - y)

= 3⟹2 - 2y + y - 1 + y

= 3⟹y = 2

This means the value of y is 2.Substituting y

= 2 in the symmetric equation of the line, we get

;x = 1 - y

= z ⟹x

= -1

We see that the value of x is -1.Therefore, the point of intersection of the line and plane is (-1, 2, 3).2. Given R1 as the plane containing the points (1, 1, 0), (1, 0, 1) and (0,1,1), and R2 as the plane with equation

x + y + z

= 1,

L is the line of intersection of R1 and R2.2.1) To find an equation for R1, we take two points from the plane, and we can take (1,1,0) and (1,0,1). We get the normal vector by taking the cross product of the vectors formed from the two points which is i - j + k.

Hence, the equation of

R1 is: i - j + k · (x - 1, y - 1, z)

= 0,

which simplifies to

i - j + k · (x + y - 1)

= 0.2.2)

To find the parametric equations of L, we first find the direction vector of L. This is given by the cross product of the normal vectors of R1 and R2, which is i - 2j - k. To find the coordinates of L, we set z

= t, and

x

= 1 - y

= 1 - 2t.

Thus, the parametric equation of

L is x

= 1 - 2t, y

= 1 + t, and z

= t.2.3)

To find the distance between the origin and the line L, we can use the formula:|a × b|/|b|, where a is the vector from the origin to any point on the line L, b is the direction vector of L, and | · | denotes the magnitude of a vector. Choosing the point (1, 1, 0) on L, we get

a = (-1, 0, 1).

Substituting into the formula gives

:|a × b|/|b|

= |(2, 1, 2)|/|i - 2j - k|

= 3/√6.

Therefore, the distance between the origin and the line L is 3/√6 units.

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In a hypothesis test with hypotheses H0:p ≥ 0.31 and H1 : p <0.31, a random sample of size 528 produced a sample proportion of 0.2755. The test is to be made at the 2% significance level. What is the critical value of z?
a.-2.05
b.-1.645
c.-1.714
d.-2.33

Answers

The correct option is (b) -2.05. We find that the critical value of z for α = 0.02 and a one-tailed test is -2.05. Therefore, the answer to this question is -2.05.

To find the critical value of z for a hypothesis test at the 2% significance level, we need to determine the z-value that corresponds to a cumulative probability of 2% in the left tail of the standard normal distribution.

For a one-tailed test with a significance level of α = 0.02 and degrees of freedom (df) = n - 1, the critical value of z can be found using a standard normal distribution table or calculator.

The critical value is the z-score that corresponds to an area of α in the tail of the distribution opposite to the direction of the alternative hypothesis.

Since the alternative hypothesis is H1: p < 0.31, this is a one-tailed test. The critical value will be a negative z-value.

In this case, since the alternative hypothesis is H1: p < 0.31, we are interested in the left tail of the standard normal distribution. Therefore, we need to find the z-score that corresponds to an area of 0.02 in the left tail.

Using a standard normal distribution table or a calculator, we can find that the z-value corresponding to a cumulative probability of 2% in the left tail is approximately -2.05.

Therefore, the correct answer is:

a. -2.05

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The relationship between the tuition, T, and the number of credits, c, at a particular college is given by 100 + 240c 0 ≤ c ≤ 6 T(c) = 800 +240(c - 6) 6 < c ≤ 18 (a) What is the tuition for 8 credits? $ (b) If the tuition was $2480, how many credits were taken? credits Submit Answer

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(a) The tuition for 8 credits is $1960.

(b) If the tuition was $2480, 10 credits were taken.

What is the tuition for 8 credits and how many credits were taken if the tuition was $2480?

(a) To find the tuition for 8 credits, we need to use the given relationship between tuition and the number of credits. For 0 ≤ c ≤ 6, the tuition is given by T(c) = 100 + 240c. Since 8 falls within this range, we can substitute c = 8 into the equation: T(8) = 100 + 240(8) = $1960.

(b) To determine how many credits were taken if the tuition was $2480, we need to consider the second part of the relationship, which applies for 6 < c ≤ 18. In this range, the tuition is given by T(c) = 800 + 240(c - 6). We set the tuition equal to $2480 and solve for c: 2480 = 800 + 240(c - 6). Simplifying this equation, we get 240(c - 6) = 1680, and solving further yields c - 6 = 7. Therefore, c = 13.

So, if the tuition was $2480, it means that 10 credits were taken.

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Show work. Thanks
If h(x) = √3 + 2f'(x), where f(5) = 3 and f'(5) = 2, find h'(5) = ___

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The derivative of h(x) with respect to x is zero, so h'(5) = 0. The explanation highlights the substitution of values and the differentiation of the function h(x) to obtain the result h'(5) = 0.

To find h'(5), we need to differentiate the function h(x) with respect to x and then evaluate it at x = 5.

Given h(x) = √3 + 2f'(x), we know that f'(x) represents the derivative of the function f(x).

Since we are given f'(5) = 2, we can substitute this value into the expression for h(x):

h(x) = √3 + 2(2)

Simplifying, we have:

h(x) = √3 + 4

Now, to find h'(5), we need to differentiate h(x) with respect to x:

h'(x) = 0 + 0

Differentiating a constant term such as √3 or 4 yields zero, as it does not vary with x.

Therefore, h'(5) = 0.

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Stephanie buys a bag of cookies that contains 9 chocolate chip cookies, 7 peanut butter cookies, 6 sugar cookies, and 5 oatmeal cookies. What is the probability that Stephanie randomly selects a chocolate chip cookie from the bag, eats it, then randomly selects an oatmeal cookie? Express your answer as a reduced fraction.

Answers

The probability that Stephanie randomly selects a chocolate chip cookie from the bag eats it, then randomly selects an oatmeal cookie is 5/78.

The total number of cookies in the bag is 9 + 7 + 6 + 5 = 27.  Stephanie wants to randomly select a chocolate chip cookie and then an oatmeal cookie. The probability of Stephanie choosing a chocolate chip cookie first is 9/27 since there are 9 chocolate chip cookies in the bag and a total of 27 cookies in the bag.

After eating the first chocolate chip cookie, there will be 26 cookies remaining in the bag. The number of oatmeal cookies left in the bag is 5. The probability of choosing an oatmeal cookie from the remaining 26 cookies is 5/26. Therefore, the probability that Stephanie randomly selects a chocolate chip cookie from the bag eats it, then randomly selects an oatmeal cookie is 9/27 x 5/26 or (3/9) x (5/26) which simplifies to 5/78. The probability is 5/78.

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Determine the dimensions of a rectangular box, open at the top, having volume V, and requiring the least amount of material for its construction. Use: (i). The constraint to eliminate a variable (Second Partials Test (SPT)). (ii). Lagrange multipliers. (4+4=8marks)

Answers

To determine the dimensions of a rectangular box, open at the top, that requires the least amount of material for its construction while having a given volume V, we can use the SPT and Lagrange multipliers.

Using the Second Partials Test (SPT), we eliminate a variable to find the optimal dimensions of the box. Let the length, width, and height of the box be denoted by L, W, and H, respectively. The volume of the box is given by V = LWH, and we want to minimize the surface area, which is given by A = LW + 2LH + 2WH. By solving the constraint equation V = LWH for one variable (e.g., L), we can substitute it into the surface area equation to obtain a function of two variables. Then, by applying the Second Partials Test, we can find the critical points and determine which point corresponds to the minimum surface area, giving us the optimal dimensions of the box.

Alternatively, we can use Lagrange multipliers to find the optimal dimensions of the box. We set up the optimization problem by defining the objective function as the surface area A = LW + 2LH + 2WH and the constraint function as V = LWH. By introducing a Lagrange multiplier λ, we form the Lagrangian function L = A - λ(V - LWH). We then find the partial derivatives of L with respect to L, W, H, and λ and set them equal to zero to obtain a system of equations. Solving this system will yield the optimal dimensions of the box that minimize the surface area while satisfying the given volume constraint.

Both methods, SPT and Lagrange multipliers, can be used to find the dimensions of the rectangular box that requires the least amount of material for its construction while having a given volume V. The choice of method depends on personal preference or the requirements of the problem at hand.

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The mean annual tuition and fees in the 2013 - 2014 academic year for a sample of 15 private colleges in California was $31,500 with a standard deviation of $7,250. A dotplot shows that it is reasonable to assume that the population is approximately normal. Can you conclude that the mean tuition and fees for private institutions in California is greater than $35,000? Use the a = 0.10 level of significance.

Answers

The mean tuition and fees for private institutions in California is greater than $35,000 at the 0.10 level of significance.

To determine whether the mean tuition and fees for private institutions in California is greater than $35,000, we can conduct a one-sample t-test. We'll set up the null and alternative hypotheses as follows:

Null Hypothesis (H0): μ = $35,000

Alternative Hypothesis (H1): μ > $35,000

where μ represents the population mean tuition and fees.

Given:

Sample mean (x) = $31,500

Standard deviation (σ) = $7,250

Sample size (n) = 15

Significance level (α) = 0.10

The test statistic (t-value) using the formula:

t = (x - μ) / (σ / √n)

Substituting the values:

t = ($31,500 - $35,000) / ($7,250 / √15)

Calculating this expression gives us:

t = (-3500) / (1875.546) = -1.866

To determine the critical value, we need to consult the t-distribution table with n-1 degrees of freedom (df = 15-1 = 14) and a one-tailed test at a 0.10 level of significance.

Looking up the critical value, we find t_c = 1.345.

Since the test statistic (t = -1.866) is less than the critical value (t_c = 1.345), we fail to reject the null hypothesis.

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Given v = <-9/3,9 >, find the magnitude and direction angle of vector v. (b) (5pt) Find the exact value of the quotient and write the result in a + ib form: 9(cos(285) +isin(285)) 2 (cos(45") + sin(45)

Answers

The exact value of the quotient is -9/4 - (9/4)i√(3) or (-9/4, -9/4√3) in the form a + ib.

Given

v = <-3, 9>,

we have to find the magnitude and direction angle of the vector v.Magnitude of vector v

The magnitude of vector v can be calculated using the Pythagorean theorem which states that in a right-angled triangle, the square of the hypotenuse is equal to the sum of the squares of the other two sides.

Therefore, the magnitude of vector v is given by

|v| = √(3²+9²) = √(90) = 3√(10)

Direction angle of vector vWe can calculate the direction angle of vector v using the inverse tangent function as follows:

θ = tan⁻¹(y/x)

where x = -3 and y = 9

Therefore, θ = tan⁻¹(-3/9) = tan⁻¹(-1/3)

Let θ be the direction angle of vector v.

Then we have:θ ≈ -18.4349° or 341.5651°

Hence, the magnitude and direction angle of vector v are 3√(10) and 341.5651° respectively.(b)

We have to find the exact value of the quotient and write the result in a + ib form.

The quotient is given by:9(cos(285°) + i sin(285°)) / 2(cos(45°) + i sin(45°))

Multiplying the numerator and denominator by the conjugate of the denominator, we get:

9(cos(285°) + i sin(285°)) * 2(cos(45°) - i sin(45°)) / [2(cos(45°) + i sin(45°))] * [2(cos(45°) - i sin(45°))]Simplifying, we get:9/2(cos(240°) + i sin(240°))9/2(-1/2 - i √(3)/2)i.e. -9/4 - (9/4)i√(3)

Therefore, the exact value of the quotient is -9/4 - (9/4)i√(3) or (-9/4, -9/4√3) in the form a + ib.

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A group of 36 students were included in the experiment. Half were randomly assigned to listen to a story and answer questions about it at 9 am, the other half to hear exactly the same story and answer the same questions at 3 pm. Their comprehension was measured by the number of questions answered correctly out of 20. The average score was 15.5 for the morning group, 17.8 for the afternoon group. The t-test showed that the difference is statistically significant at 0.05 alpha level. But how big of a difference is this? The pooled standard deviation is 2.7. Calculate the effect size and provide your conclusion about whether the observed difference is practically significant or not.

Answers

The effect size is 0.8

The conclusion is that the observed difference in comprehension between the morning and afternoon groups is large and is likely to be of practical significance.

How to determine the effect size

To determine the effect size, we use the Cohen's d

The formula is expressed as;

Difference between the means divided by the pooled standard deviation.

From the information given, we have that;

The mean score(morning group) = 15.5.The mean score(afternoon group) =  17.8.The  standard deviation = 2.7

Substitute the values, we have;

Cohen's d = (17.8 - 15.5) / 2.7

Subtract the value, we get;

Cohen's d = 2.3/2.7

Cohen's d = 0.8

But note that Large effect size is equivalent to 0.8

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i am xyears old and my brother is 3years older .how old was my brother last year.​

Answers

Answer:

[tex]\Huge \boxed{\text{Brother's age = x - 2}}[/tex]

Step-by-step explanation:

Let's start by calling your age [tex]x[/tex]. We know that your brother is 3 years older than you, so we can represent his age as [tex]x+ 3[/tex].

Now, we want to figure out how old your brother was last year. To do this, we need to subtract 1 from his current age. So, we get:

[tex](x + 3) - 1[/tex]

We can simplify this by subtracting 1 from 3, which gives us 2. So, we can rewrite the equation as:

[tex]x + 2[/tex]

This tells us that your brother was [tex]\bold{x + 2}[/tex] years old last year.

----------------------------------------------------------------------------------------------------------

Example

To give you an example, let's say you're 15 years old. Then, your brother is 18 (because 15 + 3= 18).

Last year, your brother's age was:

18 - 1 = 17

So, when you were 15 and your brother was 18, your brother was 17 years old last year.

Prove or disprove that when 66^66+11^n + 11^55+101^n is divided
by 165, the remainder is 22 for all
positive odd integers n and 77 for all positive even integers
n.

Answers

The given statement is true. When the expression 66^66 + 11^n + 11^55 + 101^n is divided by 165, the remainder is 22 for all positive odd integers n and 77 for all positive even integers n.

To prove the statement, we can analyze the expression separately for odd and even values of n.

For odd values of n, we can rewrite the expression as (66^66 + 11^55) + (11^n + 101^n). The first term (66^66 + 11^55) is divisible by 165 without any remainder since it contains both 66 and 11 as factors. The second term (11^n + 101^n) can be rewritten as (11 + 101)(11^(n-1) - 11^(n-2) + 11^(n-3) - ... + 101^(n-1)). Since 11 + 101 = 112 is divisible by 165, the second term is also divisible by 165. Therefore, the remainder when the entire expression is divided by 165 is equal to the remainder of (66^66 + 11^55) divided by 165, which is 22.

For even values of n, we can rewrite the expression as (66^66 + 11^55) + (11^n + 101^n). Similar to the previous case, the first term (66^66 + 11^55) is divisible by 165. The second term (11^n + 101^n) can be rewritten as (11 + 101)(11^(n-1) - 11^(n-2) + 11^(n-3) - ... - 101^(n-1)). Since 11 + 101 = 112 is divisible by 165, the second term is divisible by 165. Therefore, the remainder when the entire expression is divided by 165 is equal to the remainder of (66^66 + 11^55) divided by 165, which is 77.

Hence, we can conclude that the remainder is 22 for all positive odd integers n and 77 for all positive even integers n when the expression is divided by 165.

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Determine whether the series is convergent or divergent.

[infinity]
n
=
1
4
n
+
1
5

n
If it is convergent, find its sum. (If the quantity diverges, enter DIVERGES.)

Answers

The series is convergent. We will use the limit comparison test to prove this.

Here's the solution:

By the limit comparison test, we can compare the given series with the p-series

∑∞n=1n−2.

Let an=4n+15−n.

Then, we have:

limn→∞an/n−2=limn→∞(4n+15−n)/n−2

=limn→∞(4+n/15n)/(n/n(1−2/n))

=4/1=4

Since the limit is finite and positive, we can conclude that the series is convergent by the limit comparison test. Hence, the given series is convergent.

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Use Green's Theorem to evaluate fezy'de wy'da + rºdy, where C is the rectangle with vertices (0,0), (4,0), (4,1), and (0,1)

Answers

The value of the line integral is 32/3.

To use Green's Theorem to evaluate f= eyz'dy+ r²dy, where C is the rectangle with vertices (0,0), (4,0), (4,1), and (0,1), it is first important to calculate the partial derivatives.

Therefore, we have;

∂f/∂y = r² and ∂f/∂z = ey and the region D is the rectangle R with vertices (0,0), (4,0), (4,1), and (0,1).

Thus,

∬D ( ∂f/∂y - ∂f/∂z ) dA = ∫(C) f.dr

Applying Green's Theorem to the left-hand side we have;

∬D ( ∂f/∂y - ∂f/∂z ) dA = ∫(C) f.dr

= ∫(C) (eyz'dy+ r²dy) dr

Where the positive orientation of C is counterclockwise.

The rectangle with vertices (0,0), (4,0), (4,1), and (0,1) can be seen in the figure below:

Using Green's Theorem, we have;

∬D ( ∂f/∂y - ∂f/∂z ) dA = ∫(C) (eyz'dy+ r²dy) dr

= ∫(C) (eyz'dy+ r²dy) dr

Now, we have the curve C made up of four line segments as shown below:

Since the curve C is a simple closed curve, we can apply Green's Theorem to evaluate the line integral. Thus, we have;

∫(C) (eyz'dy+ r²dy) dr

= ∫(0,0)^(4,0) r² dx + ∫(4,0)^(4,1) 4y² dy + ∫(4,1)^(0,1) 4 dx + ∫(0,1)^(0,0) 0 dy

= [r³/3]0,0^(4,0) + [4y³/3]4,0^(4,1) + [4x]4,1^(0,1) + [0]0,1^(0,0)

= (64/3) + (64/3) + (-16) + 0

= 32/3

Therefore,

∬D ( ∂f/∂y - ∂f/∂z ) dA = 32/3.

Thus, the value of the line integral is 32/3.

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Find the derivative of function f(x) using the limit definition
of the derivative: f(x) = √ 5x − 3 Note: No points will be awareded
if the limit definition is not used.

Answers

The required he derivative of the function f(x) = √(5x - 3) is

f'(x) = 5 / (2 [tex]\sqrt{5x-3}[/tex]).

Given that the function f(x) = [tex]\sqrt{5x-3}[/tex] .

To find the derivative using limit definition. The limit definition of the derivative is a mathematical expression used to calculate the derivative of a function at a specific point.

The limit definition of the derivative of a function f(x) at a point x = a is given by:

f'(a) = lim(h→0) [(f(a + h) - f(a)) / h]

Apply the limit definition to find the derivative gives,

f'(x) = lim(h→0) [(f(x + h) - f(x)) / h]

Substitute the function f(x) into the equation:

f'(x) = lim(h→0) [([tex]\sqrt{5(x+h)-3}[/tex] -  [tex]\sqrt{5x-3}[/tex]) / h]

Simplify this expression and rationalize the numerator gives,

f'(x) = lim(h→0) [([tex]\sqrt{5(x+h)-3}[/tex] -  [tex]\sqrt{5x-3}[/tex] / h] x [tex]\frac{\sqrt{5(x+h)-3} +\sqrt{5x-3} }{\sqrt{5(x+h)-3} +\sqrt{5x-3}}[/tex]

On simplifying gives,

f'(x) = lim(h→0) [5(x + h) - 3 - 5x + 3] / [h x ([tex]\sqrt{5(x+h)-3}[/tex] + [tex]\sqrt{5x-3}[/tex]))]

Further simplification gives:

f'(x) = lim(h→0) [5h] / [h x ([tex]\sqrt{5(x+h)-3}[/tex] + [tex]\sqrt{5x-3}[/tex] ]

Cancelling the h term:

f'(x) = lim(h→0) 5 / ([tex]\sqrt{5(x+h)-3}[/tex] + [tex]\sqrt{5x-3}[/tex])

Finally, take the limit as h approaches 0:

f'(x) = 5 / ( [tex]\sqrt{5x-3}[/tex] +  [tex]\sqrt{5x-3}[/tex])

Simplifying further, we have:

f'(x) = 5 / (2√ [tex]\sqrt{5x-3}[/tex])

Therefore, the derivative of the function f(x) = √(5x - 3) is

f'(x) = 5 / (2 [tex]\sqrt{5x-3}[/tex]).

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(4). Find the extreme values of the following function subject to the given condition. $3(, y) = c% ? + 4y < 1 2

Answers

The extreme values of the function subject to the given condition are 0 and 1/16.

The given function is

$3(, y) = c% ? + 4

y < 1 2

We have to find the extreme values of the function subject to the given condition.

Now, we need to find the extreme values of the function subject to the given condition.

We can use the method of substitution to find the extreme values of the given function

Let's solve the inequality for y.

$3(x, y) = c% ? + 4

y < 1 2

Subtracting from both sides, we get

$3(x, y) - c% < 1 2 - 4y

$ - c% - 1 2 - c%

Dividing by 4, we get

$3/4(x, y) - c%/

4 < 1/2 - y

Now, we have

$3/4(x, y) - c%/4 < 1/2 - y.

This equation represents a line with a slope of -1 and a y-intercept of

1/2 - c%/4.

If c% > 2, the line will pass through the y-axis below the x-axis and will not intersect the region.

Hence, the function will have no extreme values subject to the given condition.

If c% < 2, the line will intersect the region and the function will have extreme values.

The y-coordinate of the extreme values is given by the y-intercept of the line, which is

1/2 - c%/4.

Since the function is linear, the extreme values occur at the endpoints of the region.

Substituting c% = 1, we get

$3(x, y) = 1 ? + 4

y < 1 2

Solving for y,

we get

y < (1/2 - 1/4)/4

y < 1/16

Substituting c% = 0, we get

$3(x, y) = 0 ? + 4

y < 1 2

Solving for y, we get

y < 1/8

The extreme values of the function subject to the given condition are 0 and 1/16.

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IQ is normally distributed with a mean of 100 and a standard deviation of 15. Suppose one individual is randomly chosen. Let X = IQ of an individual. Part (a) Give the distribution of X. X-N (100 15 Part (b) Find the probability that the person has an IQ greater than 115. Write the probability statement. What is the probability? (Round your answer to four decimal places.) 0.1587 Sketch the graph. 0.025 0.020 WebAssign Plat 0.015 0.010 0.005 100 120 140 100 Math

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The distribution of X, representing the IQ of an individual, is a normal distribution with a mean of 100 and a standard deviation of 15. The probability that a randomly chosen person has an IQ greater than 115 is approximately 0.1587.

(a) The distribution of X, which represents the IQ of an individual, is a normal distribution with a mean of 100 and a standard deviation of 15.

(b) To calculate the probability that the person has an IQ greater than 115, we need to calculate the area under the normal distribution curve to the right of 115.

Using the standard normal distribution table or a calculator, we find that the probability is approximately 0.1587. The probability statement is P(X > 115) = 0.1587.

The graph of the normal distribution would show a bell-shaped curve centered at 100, with the area to the right of 115 shaded to represent the probability of having an IQ greater than 115.

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7. [-/1.11 Points] DETAILS TANAPCALC10 4.2.052.MI. MY NOTES ASK YOUR TEACHER PRACTICE ANOTHER Find the inflection point, if it exists, of the function. (If an answer does not exist, enter DNE.) g(x) = 2x3 – 3x2 + 6x - 2 (x, y) = Need Help? Read It Master It

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Answer: The inflection point of the function g(x) = 2x³ - 3x² + 6x - 2 is (0.5, 0.5).

The given function is g(x) = 2x³ - 3x² + 6x - 2 (x, y).

To find the inflection point of a function, we can follow these steps:

Take the first derivative of the given function, g'(x) g'(x) = 6x² - 6x + 6. Take the second derivative of the function, g''(x)g''(x) = 12x - 6.

The inflection point is the point at which the second derivative changes sign or becomes zero.

Therefore, g''(x) = 0. We can solve for x as follows:12x - 6 = 0x = 6/12x = 0.5.

Now, we need to determine if g''(x) changes sign at x = 0.5, which we can do by evaluating g''(x) at a point less than 0.5 and a point greater than 0.5.

If g''(x) changes sign, then we can say that g(x) has an inflection point at x = 0.5. If g''(x) does not change sign, then we can say that g(x) does not have an inflection point at x = 0.5.

Let's evaluate g''(x) at x = 0.25 and x = 0.75g''(0.25) = 12(0.25) - 6 = -3g''(0.75) = 12(0.75) - 6 = 3 .

Since g''(x) changes sign at x = 0.5, we can say that g(x) has an inflection point at x = 0.5.

So, the inflection point of the function g(x) = 2x³ - 3x² + 6x - 2 is (0.5, g(0.5)).

Now, let's evaluate g(0.5)g(0.5) = 2(0.5)³ - 3(0.5)² + 6(0.5) - 2 = 0.5.

Therefore, the inflection point of the function is (0.5, 0.5).

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A student decides to spin a dime and determine the proportion of times it lands on heads. The student spins the dime 25 times and records that it lands on heads 17 times. Let p = the true proportion of times the dime would land on heads when spun. Under the assumption that the true proportion is 0.5, 100 simulated proportions for samples of size 25 is shown in the dotplot.

A dotplot titled proportion of heads. A number line is labeled simulated proportions of samples, n = 25 and goes from 0.20 to 0.80. 0.28, 1; 0.30, 1; 0.31, 2; 0.37, 5; 0.38, 2; 0.39, 4; 0.4, 5; 0.41, 1; 0.42, 2; 0.44, 5; 0.46, 1; 0.47, 3; 0.48, 5; 0.49, 1; 0.5, 3; 0.51, 8; 0.52, 3; 0.53, 5; 0.54, 1; 0.55, 5; 0.56, 6; 0.57, 4; 0.57, 4; 0.58, 3; 0.59, 3; 0.6, 2; 0.61, 4; 0.62, 1; 0.62, 3; 0.65, 1; 0.66, 1; 0.67, 1; 0.68, 1; 0.70, 2; 0.72, 2; 0.75, 2.

Using the dotplot, is there evidence that the proportion of times a spun dime lands on heads is greater than 0.5?
Yes, a proportion of 0.68 proves that the true proportion of heads is greater than 0.5.
Yes, a proportion of 0.68 only occurred once out of 100 simulated proportions; therefore, there is sufficient evidence that the true proportion of heads is greater than 0.5.
No, a proportion of 0.68 is only 0.18 more than 0.5; therefore, there is insufficient evidence that the true proportion of heads is greater than 0.5.
No, a proportion of 0.68 or more occurred 7 times out of 100 simulated proportions; therefore, there is insufficient evidence that the true proportion of heads is greater than 0.5.

Answers

No, a proportion of 0.68 or more occurred 7 times out of 100 simulated proportions; therefore, there is insufficient evidence that the true proportion of heads is greater than 0.5.

Option D is the correct answer.

We have,

In statistical hypothesis testing, we often compare observed data to a null hypothesis, which represents a specific value or condition that we want to test against.

In this case, the null hypothesis is that the true proportion of times a spun dime lands on heads is 0.5.

To evaluate whether there is evidence to suggest that the true proportion is greater than 0.5, the student simulated 100 proportions of heads based on the assumption of the null hypothesis.

These simulated proportions represent what we would expect if the true proportion were indeed 0.5.

The dot plot displays the 100 simulated proportions.

It shows the frequency of each simulated proportion on the number line.

Looking at the dot plot, we see that a proportion of 0.68 occurred 7 times out of the 100 simulated proportions.

This indicates that the observed proportion of 0.68 is not a rare or extreme occurrence under the assumption of the null hypothesis.

Therefore, we do not have sufficient evidence to reject the null hypothesis and conclude that the true proportion of heads is greater than 0.5.

Thus,

The dot plot does not provide strong evidence to support the claim that the proportion of times a spun dime lands on heads is greater than 0.5.

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.3.) A survey of a random parking lot showed that out of 85 cars parked there, 35 are black. At a=0.05, can we claim that 40% of the cars on the road are black? Test using a hypothesis test. 4.) A certain treatment facility claims that its patients are cured after 45 days. A study of 150

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The test statistic falls within the non-rejection region which means that we fail to reject the null hypothesis.

Null Hypothesis (H0): The proportion of black cars on the road is 40%.

Alternative Hypothesis (Ha): The proportion of black cars on the road is not 40%.

We can use a significance level (α) of 0.05 for this test.

Now, let's calculate the test statistic and compare it to the critical value or p-value to make a decision.

To perform the hypothesis test, we need to calculate the test statistic using the sample proportion and the assumed proportion under the null hypothesis.

Sample proportion:p = 35/85 ≈ 0.4118

Assumed proportion under H0: p = 0.40

The test statistic for a one-sample proportion test can be calculated as:

Z = (0.4118 - 0.40) / √(0.40(1 - 0.40)) / 85)

Z=0.2373

Next, we need to find the critical value or p-value corresponding to the chosen significance level of 0.05.

Since this is a two-tailed test, we will compare the absolute value of the test statistic to the critical value of the standard normal distribution.

Using a standard normal distribution table or a statistical software, we find that the critical value for α/2 = 0.05/2 = 0.025 is approximately 1.96.

Since |0.2373| < 1.96, the test statistic falls within the non-rejection region.

This means that we fail to reject the null hypothesis.

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c. Verify cot x − tan x = 2cot(2x)
d. Verify (sin^2 x − 1)^2 = cos(2x) + sin^4 x
e. Verify 6 cos(8x) sin(2x)/
sin(−6x) = −3 sin(10x) csc(6x) + 3
f. verify Si
5. Verify the following identities. Be sure to create a clear change of equality, starting with one side and ending with the other. Use identities and algebra (7.1 29-33 and 7.2 47-51 and 7.3 34-36, 5

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The given identity and algebra  is verified.f. Verify sin Ө + cos Ө = 1 / sec ӨLHS= sin θ + cos θ= (sin θ + cos θ) (sin θ + cos θ) + 2 sin θ cos θ= sin²θ + cos²θ + 2 sin θ cos θ= 1 + 2 sin θ cos θ.

The given questions are of verifying the identities. So, we will start with one side and then we will simplify it to the other side. Let's verify the identities:c. Verify cot x − tan x = 2cot(2x)We know that cot2x - tan2x = 1...[1]Using equation [1], we getcot x - tan x= cot x - 1/cot x= (cot2x - 1)/cot x= (1 - tan2x)/cot x= (1 - tan x)(1 + tan x)/cot x= (1 - tan x)/sin2x= (cos2x - sin2x)/2sin x cos x= 2cot2x/2sin x cos x= cot(2x)/(sin x cos x)Using sin 2x = 2sin x cos x, we get= cot(2x)/sin 2x= 2cot(2x)/2sin 2x= 2cot(2x).Therefore, cot x − tan x = 2cot(2x) is verified.d. Verify (sin2 x − 1)² = cos(2x) + sin4 xLHS= (sin2 x - 1)²= sin4 x - 2 sin2 x + 1Now, let's evaluate RHS:cos(2x) + sin4 x= cos²x - sin²x + sin²x cos²x + sin²x= cos²x + sin²x= 1= sin4 x - 2 sin2 x + 1So, the given identity is verified.e.

Verify 6 cos 8x sin 2x / sin (-6x) = -3 sin 10x csc 6x + 3LHS= 6 cos 8x sin 2x / sin (-6x)= - 6 cos 8x sin 2x / sin 6xNow, let's evaluate RHS:-3 sin 10x csc 6x + 3= -3 sin 10x / sin 6x + 3 sin 6x / sin 6x= (-3 sin 10x + 3 sin 6x)/ sin 6x= -3(2 sin 2x cos 8x - 2 sin 2x cos 2x) / 2 sin x cos 6x= -3(sin 2x cos 8x - sin 2x cos 2x) / sin x cos 3x= -3sin 2x(cos 8x - cos 2x) / sin x cos 3x= -3(2sin 2x sin 3x sin 5x) / sin x cos 3x= -3(2sin 3x sin 5x) / cos 3x= -3(2sin 3x sin 5x / sin 3x cos 3x)= -3(2sin 5x / cos 5x)= -3(2 cos 5x / sin 5x)^-1= -3 csc 5xTherefore, LHS = RHS.

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9. Evaluate the difference quotient for each function. Simplity (15) answers, Show all work. a. f(x)=2x²-3x 4x+2h-3 2(x+h) ²3(x+h) ³2 (x²+2hx+h)-3(t+h) -2²+4hx12h²-33h =4hx+2h²-33 f(x+h)-f(x) h

Answers

The required difference quotient is `4x + 2h - 3`.  The given function is f(x) = 2x² - 3x. Now we need to evaluate the difference quotient for each function.

Therefore we have;

Let, `f(x+h)

= 2(x+h)² - 3(x+h)`

So, `f(x+h) = 2(x²+2hx+h²)-3x-3h

Now, `f(x+h) - f(x)

= 2x² + 4hx + 2h² - 3x - 3h - 2x² + 3x`

Simplifying the above expression, we get;

f(x+h) - f(x)

= 4hx + 2h² - 3h`

Therefore, `difference quotient

= (f(x+h) - f(x)) / h`

Substituting the value of `

f(x+h) - f(x)` in the above expression we get;`

(f(x+h) - f(x)) / h

= (4hx + 2h² - 3h) / h

= 4x + 2h - 3`

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Use the unit circle shown here to solve the trigonometric equation. Solve over (0,2x). COS X = 1/2 The solution set is (Type an exact answer, usingx as needed. Use integers or fractions for any numbers in the expression. Use a comma to separate answers as needed.)

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The solution set for the trigonometric equation cos(x) = 1/2 over the interval (0, 2π) is x = π/3, 5π/3.

To solve the equation cos(x) = 1/2, we need to find the values of x in the interval (0, 2π) that satisfy this equation. From the unit circle, we know that the cosine of an angle is equal to the x-coordinate of the point on the unit circle corresponding to that angle.

The cosine function has a value of 1/2 at two points on the unit circle: π/3 and 5π/3. These angles correspond to the points (1/2, √3/2) and (1/2, -√3/2) on the unit circle, respectively.

Since we are looking for solutions in the interval (0, 2π), both π/3 and 5π/3 fall within this range. Therefore, the solution set for the equation cos(x) = 1/2 is x = π/3, 5π/3.

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Consider the Maclaurin series f(z) =n=0Σ[infinity](-1)^n z^2n on the disk |z| < 1. Show that h(z) = 1/(z^2+1) is the analytic continuation of f(z) to C\ {i, –i}.

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The function h(z) = 1/(z² + 1) is the analytic continuation of f(z) = Σ(-1)ⁿ z²ⁿ to the complex plane C {i, -i}.

To show that the function h(z) = 1/(z² + 1) is the analytic continuation of the Maclaurin series f(z) = Σ[tex](-1)^n z^{(2n)[/tex] on the disk |z| < 1 to the complex plane C {i, -i}

First, let's evaluate the function h(z):

h(z) = 1/(z² + 1)

We can rewrite this expression using partial fractions:

h(z) = 1/[(z + i)(z - i)]

Now, let's examine the Maclaurin series f(z) = Σ(-1)ⁿ z²ⁿ:

f(z) = 1 - z² + z⁴ - z⁶ + ...

For any z in this region, we can express h(z) using the partial fraction decomposition:

h(z) = 1/[(z + i)(z - i)]

To compare h(z) and f(z), we need to rewrite the partial fraction decomposition in terms of powers of z:

h(z) = A/(z + i) + B/(z - i)

To find the values of A and B, we can multiply both sides of the equation by the common denominator (z + i)(z - i):

1 = A(z - i) + B(z + i)

Now, we can substitute z = -i into the equation:

1 = A(-i - i) + B(-i + i)

1 = -2Ai

From this, we can see that A = -1/(2i) = i/2.

Similarly, substituting z = i into the equation:

1 = A(i - i) + B(i + i)

1 = 2Bi

From this, we can see that B = 1/(2i) = -i/2.

Therefore, the partial fraction decomposition of h(z) becomes:

h(z) = (i/2)/(z + i) + (-i/2)/(z - i)

Now, let's simplify h(z) using these coefficients:

h(z) = i/[2(z + i)] - i/[2(z - i)]

Now, we can compare h(z) with f(z):

h(z) = i/[2(z + i)] - i/[2(z - i)]

     = i/2  [1/(z + i)] - i/2  [1/(z - i)]

     = i/2  [1/(1 - (-z))] - i/2  [1/(1 - z)]

Comparing this with the Maclaurin series f(z), we can see that h(z) matches f(z) term by term within the region of overlap.

Now, let's analyze the analyticity of h(z) in the extended region C {i, -i}. We can see that h(z) has two simple poles at z = i and z = -i, which are excluded from the domain of h(z).

Everywhere else, h(z) is a rational function and therefore analytic.

Therefore, h(z) = 1/(z² + 1) is the analytic continuation of f(z) = Σ(-1)ⁿ z²ⁿ to the complex plane C {i, -i}.

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Which statement best explains the law of supply?

Answers

Answer:

See below

Step-by-step explanation:

The law of supply states that an increase in the price of a product will increase the quantity supplied for that product

According to a leasing firm's reports, the mean number of miles driven annually in its leased cars is 12,360 miles with a standard deviation of 1260 miles. The company recently starting using new contracts which require customers to have the cars serviced at their own expense. The company's owner believes the mean number of miles driven annually under the new contracts, u, is less than 12,360 miles. He takes a random sample of 20 cars under the new contracts. The cars in the sample had a mean of 11,718 annual miles driven. Assume that the population is normally distributed. Is there support for the claim, at the 0.10 level of significance, that the population mean number of miles driven annually by cars under the new contracts, is less than 12,360 miles? Assume that the population standard deviation of miles driven annually was not affected by the change to the contracts. Perform a one-tailed test. Then complete the parts below. Carry your intermediate computations to three or more decimal places, and round your responses as specified below. (If necessary, consult a list of formulas.) (a) State the null hypothesis H, and the alternative hypothesis H. H0=
H1= (b) Determine the type of test statistic to use. (Choose on) (C) Find the value of the test statistic. (Round to three or more decimal places.) (d) Find the critical value. (Round to three or more decimal places.) (e) Can we support the claim that the population mean number of miles driven annually by cars under the new contracts is less than 12,360 miles? a. Yes b. No

Answers

We need to perform a one-tailed hypothesis test at a significance level of 0.10 to determine if there is support for the claim.

A random sample of 20 cars under the new contracts was taken, and the sample mean was found to be 11,718 annual miles driven. The population standard deviation is known to be 1260 miles.

a) Null hypothesis (H0): The population mean number of miles driven annually under the new contracts is equal to or greater than 12,360 miles.

Alternative hypothesis (H1): The population mean number of miles driven annually under the new contracts is less than 12,360 miles.

b) Since the population standard deviation is known and the sample size is small (n = 20), we will use the t-test statistic for a one-sample test.

c) To find the test statistic, we can use the formula:

t = (sample mean - hypothesized mean) / (sample standard deviation / √n)

Substituting the given values, we have:

t = (11,718 - 12,360) / (1260 / √20) ≈ -2.460

d) The critical value is obtained from the t-distribution table or statistical software. Since we are performing a one-tailed test at a significance level of 0.10, with 19 degrees of freedom, the critical value is approximately -1.326.

e) To determine if we can support the claim, we compare the test statistic to the critical value. Since the test statistic (-2.460) is less than the critical value (-1.326), we reject the null hypothesis. This means that there is support for the claim that the population mean number of miles driven annually by cars under the new contracts is less than 12,360 miles.

Therefore, the answer is (a) Yes, we can support the claim that the population mean number of miles driven annually by cars under the new contracts is less than 12,360 miles.

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to AC 6q tist q q q= number of units Q = What will it cost to produce one additional unit of the product after 100 units have been produced . al $ 121 500 c) & 1215 6) $61 650 d) $616,50

Answers

It will cost $616.50 to produce one additional unit of the product after 100 units have been produced (option D).

The answer to the given question, to AC

6q tist q q

q= number of units

Q = What will it cost to produce one additional unit of the product after 100 units have been produced is $616,50 (option D).

When 100 units have already been produced and the total cost of producing them is $121,500, the variable cost of producing the additional unit of the product is calculated by dividing the total cost of producing 101 units of the product by 101. It is calculated as follows:

Variable cost per unit

= Total cost of producing 101 units of the product - Total cost of producing 100 units of the product / 1

Additional cost per unit

= $12,150 - $12,000 / 1

= $150

Therefore, it will cost $616.50 to produce one additional unit of the product after 100 units have been produced (option D).

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Find the critical value z a/2 2 that corresponds to the given confidence level. 86%

Answers

The critical value z a/2 corresponding to a confidence level of 86% is approximately 1.0803.

To determine the critical value, we need to find the z-score associated with the given confidence level. Since the confidence level is 86%, we need to find the area under the standard normal distribution curve that leaves 7% (100% - 86% = 7%) in the tails. Since the distribution is symmetric, we divide this tail area by 2 to get 3.5% in each tail.

Using a standard normal distribution table or a statistical calculator, we can find the z-score that corresponds to a cumulative probability of 0.035 (3.5%). The z-score is approximately 1.0803.

This means that if we have a normally distributed population and we want to construct a confidence interval with a confidence level of 86%, we would use the critical value z a/2 of approximately 1.0803. This critical value helps determine the margin of error and the width of the confidence interval.

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Suppose f(x) = x² - 4x - 2. Compute the following: A.) f(-3) + f(2) = Enter an integer or decimal number [more..] B.) f(-3) f(2)= =

Answers

For the given function,  f(x) = x² - 4x - 2

⇒ f(-3) + f(2) = 13

⇒ f(-3) f(2) = 144

The given functions are,

f(x) = x² - 4x - 2

Here we have to calculate,

f(-3) + f(2)

f(-3) f(2)

Now put  x = -3 in the function,

f(-3) = (-3)² - 4(-3) - 2

       = 9 + 12 - 2

       = 19

⇒ f(-3) = 19

Now put,

f(2) = 2² - 4x2 - 2

     = 4 - 8 - 2

     = -6

⇒ f(2) = -6

Now, Adding these we get,

⇒ f(-3) + f(2) = 19 - 6

                    = 13

⇒ f(-3) + f(2) = 13

Multiplying these we get,

⇒ f(-3) f(2) = 19 x 6

                 = 114

⇒ f(-3) f(2) = 144

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limx→2​x−2x10−1024​ evaluate above limit.
At x=2 final value is

Answers

the limit as x approaches 2 of (x - 2)/([tex]x^{10}[/tex] - 1024) is equal to 1/512.

To evaluate the limit, let's substitute x = 2 into the expression:

lim(x→2) (x - 2)/([tex]x^{10}[/tex] - 1024)

Plugging in x = 2:

(2 - 2)/([tex]2^{10}[/tex] - 1024)

Simplifying further:

0/0

We end up with an indeterminate form, as both the numerator and denominator approach zero. To evaluate this limit, we can apply L'Hôpital's Rule.

Taking the derivative of the numerator and denominator with respect to x:

lim(x→2) [(d/dx)(x - 2)] / [(d/dx)([tex]x^{10}[/tex] - 1024)]

Simplifying:

lim(x→2) [1] / [10[tex]x^9[/tex]]

Plugging in x = 2:

[1] / [10 * [tex]2^9[/tex]]

[1] / [10 * 512]

1/512

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What do you notice that is interesting? referring to heating curve for water, it takes a lot more heat to boilwater than to meltwater because all of the intermolecular interactions need to be completely broken when boiling but not to Evaluate the line integral of scalar function xy along parabolic path y = x^2 connecting the origin to point (1, 1). In which case can we be sure real GDP rises in the short run? a. the money supply increases and taxes rise b. the money supply increases and taxes fall c. the money supply decreases and taxes rise d. None of the above are correct. Suppose that we have 7 coins such that if the ith coin is flipped, heads will appear with probability i/8, i = 1,2,... 7. When one of the coins is randomly selected and flipped, it shows heads. What is the conditional probability that it was the 6th coin? A company is managing a number of different projects as shown below. Labor hours, Revenue per project and Fixed Costs are shown in the table below. The management target is to maximize the profit by selecting the best combo of projects. However, there is one limitation which is not to exceed the labor hours in each shift. What is the total maximum profit?ProjectLabor hours in first shiftLabor hours in second shiftRevenueFixed CostA 5 11 12000 5000B 20 8 14000 2000C 17 4 15000 4000D 17 18 5000 400E 17 16 20000 13000Labor hours limit 40 20 21000 18000 23000 19000 17000 Save For the specified margin of error, confidence level, and educated guess for the observed value of the sample proportion obtain a sample size that will ensure a marca of error of at most the one specified (provided, of course, that the observed value of the sample proportion is further from 0.5 than the educated game) margin of error 0.05; confidence level = 99%; educated guess04 Click here to view.age 1 of the table of areas under the standard normal curve Click here to view.cage 2 of the table of areas under the standard normal curvo no (Round up to the nearest integer) The function 2x^3 + 3x^2 36x has a relative maximum at (a) x = -3 (b) x = -2 (c) x = 0 (d) x = 2 (e) x = 3 1. For the equation of a hyperbola, identify the asymptotes:-4x + 40x+25y2-100y +100=0. SHOW HOW YOU SOLVED THESE PROBLEMS PLEASE7. In AABC, find the indicated quantity, rounding your answers to two decimal places: (a) If B = 29, 4C = 51, b = 44, find c. (b) If a = 3, b = 4, 4C = 53, find c. help heating curve iron at what temperature does the substance begins to boilat what temperature does a substance begin to meltat what temperature is a substance for a liquid and a gasat what temperature is the substance both a solid and a liquid PLEASE ANSWER ASAP!!!!!!!!!!!!!!!!The video shows the movement of oil near the site of the 2010 oil spill. Oil near an oil spill This video shows the shoreline a distance away from this spill. Shoreline away from an oil spill What happens to the oil after it is spilled? A councilwoman regularly polls her constituency to gauge her level of support among voters. This month, 652 out of 1158 voters support her. Five months ago, 412 out of 982 voters supportedher. With a 5% significance level, can she infer that support has increased by at least 10 percentage points? Solve through two population method. Evaluate the limit.limx-> [infinity] (-x2 -- 2x + 1) / ( x4 3x3 + 9) Laws of Exponents, urgent please need the answers right away, thank you!!solve it both and show the step by step! Find out the sensitivity, specificity and precision forPredicted Result (column)Predicted Result (column)Observed Result (Rows)SuccessFailureSuccess173Failure67Write down correct formula and the show the calculation steps.Compare and contrast between Maximization of likelihood function and OLS method for linear regression.Explain with examples.