assume that the number of babies born in a randomly selected day at a local hospital follows a poisson distribution with parameter . in a random sample of 4 days, there are (5, 0, 3, 2) babies born. let be the probability that 2 babies are born in a single day. find the maximum likelihood estimate of based on this sample.

Answers

Answer 1

To find the maximum likelihood estimate of the parameter λ based on the given sample, we need to maximize the likelihood function. The probability mass function of a Poisson distribution is given by.


Given that we have a random sample of 4 days with (5, 0, 3, 2) babies born, we can calculate the likelihood function as the product of the individual probabilities for each day.

To maximize the likelihood function, we can take the derivative of the log-likelihood function with respect to λ, set it equal to zero, and solve for λ.

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Answer 2

The maximum likelihood estimate (MLE) of λ based on the given sample, assuming a Poisson distribution for the number of babies born in a single day, is found to be 2.5. This estimate is obtained by calculating the likelihood function, taking the natural logarithm to obtain the log-likelihood function, and maximizing it by setting the derivative equal to zero.

To find the maximum likelihood estimate (MLE) of λ based on the given sample, we need to use the likelihood function.

The probability mass function (PMF) of a Poisson distribution is given by P(X=k) = (e^(-λ) * λᵏ) / k!, where X represents the number of babies born in a single day.

Let's calculate the likelihood function L(λ) for the given sample:
L(λ) = P(X=5) * P(X=0) * P(X=3) * P(X=2)

= (e^(-λ) * λ⁵ / 5!) × (e^(-λ) * λ⁰ / 0!) × (e^(-λ) * λ³ / 3!) × (e^(-λ) * λ² / 2!),

To simplify the calculation, we can take the natural logarithm of the likelihood function to get the log-likelihood function:
ln(L(λ)) = ln(e^(-λ) * λ⁵ / 5!) + ln(e^(-λ) * λ⁰ / 0!) + ln(e^(-λ) * λ³ / 3!) + ln(e^(-λ) * λ² / 2!),

The MLE of λ is the value that maximizes the log-likelihood function. We can find this by taking the derivative of the log-likelihood function with respect to λ and setting it equal to zero.

After calculating the derivative and solving for λ, we find that the MLE of λ is the average of the observed number of babies: (5+0+3+2) / 4 = 2.5.

Therefore, the maximum likelihood estimate of λ based on the given sample is 2.5.

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Related Questions

Questich 3 Storage tubs were stacked against a wall. The tubs are unit cubes. The tubs are stacked three tubs wide, and two tubs tall. What is the total volume of storage, in cubic units? A 3 B 5 C 6 D 11

Questich 3 Storage tubs were stacked against a wall. The tubs are unit cubes. The tubs are stacked three

Answers

Given data:

The width is b=3.

The given height is h= 2.

The length is equal to the unity l=1.

The volume is,

\(\begin{gathered} V=l\times b\times h \\ =(1)(3)(2) \\ =6 \end{gathered}\)

Thus, the volume is 6 cubic-units.

Find each product. (20 Points!)

Find each product. (20 Points!)

Answers

Answer:
13) 10b^2a^4
14) -5y^3+35y^2-10y

Which of the following graphs represents the solution(s) of the following system?
X^ - y = -2, 4y - 8 = x

Answers

The graph that represents the solutions of the given system of equations is attached below.

We are given a system of equations. The first equation is a quadratic polynomial. The second equation is linear in nature. The equations are given below.

x² - y = -2

4y - 8 = x

We need to find the solution to the equations using a graph. The graph of the equations is attached below. The graph of the first equation is represented by an upward parabola. The graph of the second equation is represented by a straight line. The intersection points of the two curves are the solutions to the given system of equations.

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Which of the following graphs represents the solution(s) of the following system?X^ - y = -2, 4y - 8

Evaluate (4/5) to the third power

Answers

Answer:

ie (4/5)^3

= 64/125

Step-by-step explanation:

please mark as brainliest

• Which ratios have a unit rate of 5? Choose ALL that apply.

 Which ratios have a unit rate of 5? Choose ALL that apply.

Answers

Answer:

6 1/4 and 1 1/4

1 and 1/5

Step-by-step explanation:

These are the only ones I think

\(6\frac{1}{4}\) kilometer:  \(1\frac{1}{4}\) minutes and 1 kilometer: 1/5 minutes has unit rate as 5.

What is Ratio?

A ratio is an ordered pair of numbers a and b, written a / b where b does not equal 0.

The given, ratios are:

4/5 km : 5 minutes

\(3\frac{1}{10}\) km: 3/10 minutes

1 kilometer: 1/5 minutes

1/3 kilometer: \(1\frac{2}{3}\) minutes

\(4\frac{1}{2}\) kilometer: 2 minutes

\(6\frac{1}{4}\) kilometer:  \(1\frac{1}{4}\) minutes

We need to check which ratios have 5 as unit rate.

\(6\frac{1}{4}\) kilometer:  \(1\frac{1}{4}\) minutes has unit rate as 5

25/4/5/4

5

1 kilometer: 1/5 minutes

5

Hence, \(6\frac{1}{4}\) kilometer:  \(1\frac{1}{4}\) minutes and 1 kilometer: 1/5 minutes has unit rate as 5.

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a penny is found to have a mass of grams. using unit analysis, show what the mass of this penny is in pounds.

Answers

mass of the penny in pounds is 0.00220462 pounds.

To explain this, we can use unit analysis to convert the mass from grams to pounds. We know that there are 453.592 grams in one pound, so we can set up a conversion factor:
1 pound / 453.592 grams
To convert the mass of the penny in grams to pounds, we can multiply the given value by this conversion factor:
( X grams ) * ( 1 pound / 453.592 grams )
Simplifying this expression, the grams unit cancels out, leaving us with the mass of the penny in pounds:
( X / 453.592 ) pounds
Plugging in the given mass of the penny in grams, we get:
( Y grams ) * ( 1 pound / 453.592 grams ) = ( Y / 453.592 ) pounds

the mass of the penny in pounds is ( Y / 453.592 ) pounds, which is approximately 0.00220462 pounds.

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In Buffalo, New York, the temperature was 20 degrees in the morning. By
6:00pm the temperature had dropped to 8 degrees below zero, what is
the difference between the highest and the lowest temperature? -28 28 12 -12 can someone tell me the answer.

Answers

Answer:

28

Step-by-step explanation:

In the morning, the temperature was 20 degrees

By 6pm, we have a drop to 8 degrees below 0, that will be -8

So the temperature difference will be;

20-(-8)

= 20 + 8 = 28

the mean number of words per minute (wpm) typed by a speed typist is 124 with a standard deviation of 15 wpm. what is the probability that the sample mean would be less than 127 wpm if 84 speed typists are randomly selected? round your answer to four decimal places.

Answers

The probability that the sample mean would be less than 127 wpm if 84-speed typists are randomly selected is: 0.033625

What is Mean?

In statistics, in addition to the mode and median, the mean is one of the measures of central tendency. Simply said, the mean is the average of the values in the given collection. It indicates that values in a certain data collection are distributed equally. The three most often employed measures of central tendency are the mean, median, and mode. The total values provided in a datasheet must be added, and the sum must be divided by the total number of values in order to get the mean. When all of the values are organized in ascending order, the Median is the median value of the provided data. While the number in the list that is repeated a maximum of times is the mode.

We have

\(\mu=124\)  

\(\sigma=15\)

n=84

We want to find the probability that the sample mean would be greater than 127 WPM is

\(\begin{aligned}P(\bar{X} > 127) &=P\left(\frac{\bar{X}-\mu}{\sigma / \sqrt{n}} > \frac{127-124}{15 / \sqrt{84}}\right) \\&=P(Z > 1.83)\end{aligned}\)

\(=0.033625\)

The required probability is 0.0336.

Hence, The probability that the sample mean would be less than 127 wpm if 84-speed typists are randomly selected is: 0.033625

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Please help what is the are of the triangle!!

Please help what is the are of the triangle!!

Answers

Answer: B

Step-by-step explanation:

the formula for area of a triangle is base times height divided by 2

to get the base do 12.3 x 2 = 24.6

24.6 x 25.6 = 629.76

629.76/2 = 314.88

the answer would be B

(sorry for saying the answer was A at first, i forgot to find the full base)

Answer:

B. 314.9m

Step-by-step explanation:

First, let's take a look at the formula of a triangle.

A=\(\frac{1}{2}\)(b * h) ALSO WRITTEN AS- A= \(\frac{(b*h)}{2}\).

So, as you can see, there is only half the base provided. To get the other half, just multiply it by 2. You get 24.6m as the base.

The height is provided. It's 25.6m. Plug in your base and height values and slove.

A=\(\frac{24.6m * 25.6m}{2}\)

A= \(\frac{629.76}{2}\)

A= 314.88m

You then round to the nearest tenth.

The final answer is A=314.9m.

a lecture hall has 200 seats with folding arm tablets 30 of which are designed

Answers

There are number of 170 seats with folding arm tablets that are not designed for wheelchair users.

1. First we need to identify the total number of seats in the lecture hall which is 200.

2. Then we need to identify the number of seats with folding arm tablets that are designed for wheelchair users which is 30.

3. To find the number of seats with folding arm tablets that are not designed for wheelchair users, we can subtract the number of seats designed for wheelchair users from the total number of seats.

4. Therefore, 200 - 30 = 170, which means there are 170 seats with folding arm tablets that are not designed for wheelchair users.

The lecture hall in question has a total of 200 seats, with 30 of those seats having folding arm tablets that are designed for wheelchair users. To find the number of seats with folding arm tablets that are not designed for wheelchair users, we can subtract the number of seats designed for wheelchair users from the total number of seats. This means that 200 - 30 = 170, which means there are number of 170 seats with folding arm tablets that are not designed for wheelchair users.

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A set of washing machine belts have a life span that is on average, 2000 hours and a standard deviation of 5 hours. Find the probability, rounded to 2 decimal positions, that if you chose 64 of these beslis at random, their mean would be below 1999.375 hours.

Answers

Answer:

The probability that the mean lifespan of 64 randomly chosen washing machine belts is below 1999.375 hours is approximately 0.27.

Step-by-step explanation:

To find the probability that the mean lifespan of 64 randomly chosen washing machine belts is below 1999.375 hours, we can use the central limit theorem.

The central limit theorem states that for a large enough sample size, the distribution of the sample means approaches a normal distribution, regardless of the shape of the population distribution.

In this case, the sample size is large (n = 64), so we can assume that the distribution of the sample means will be approximately normal.

The mean of the sample means is equal to the population mean, which is 2000 hours.

The standard deviation of the sample means, also known as the standard error of the mean, is calculated by dividing the population standard deviation by the square root of the sample size:

Standard Error of the Mean = σ / √(n)

In this case, the population standard deviation is 5 hours, and the sample size is 64. So, the standard error of the mean is:

Standard Error of the Mean = 5 / √(64) = 5 / 8 = 0.625 hours

Now, we can calculate the z-score, which measures the number of standard deviations the desired value (1999.375 hours) is away from the mean:

z = (x - μ) / SE

where x is the desired value, μ is the mean, and SE is the standard error of the mean.

z = (1999.375 - 2000) / 0.625 = -0.6

Using a standard normal distribution table or a calculator, we can find the probability associated with this z-score. Therefore, the probability is approximately 0.2743 (rounded to 2 decimal places).

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The probability, rounded to 2 decimal places, that if you chose 64 washing machine belts at random, their mean would be below 1999.375 hours is 0.27.

To solve this problem, we can use the central limit theorem, which states that the distribution of sample means approaches a normal distribution as the sample size increases, regardless of the shape of the original distribution.

Given that the average lifespan of washing machine belts is 2000 hours with a standard deviation of 5 hours, we can calculate the standard deviation of the sample mean (also known as the standard error) using the formula:

Standard Error (SE) = Standard Deviation (SD) / √(Sample Size)

SE = 5 / √64 = 5 / 8 = 0.625

Now, we need to convert the value 1999.375 hours into a z-score. The z-score measures the number of standard deviations a value is from the mean. We can calculate the z-score using the formula:

z = (X - μ) / SE

z = (1999.375 - 2000) / 0.625 = -0.6

To find the probability that the mean of the sample is below 1999.375 hours, we need to find the area under the standard normal distribution curve to the left of the z-score -0.6.

Using a standard normal distribution table or a calculator, we can find that the area to the left of -0.6 is approximately 0.2743.

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can you guys please help me?

can you guys please help me?

Answers

Frequency means how often a number or something appears.

so,

2

4

3

5

If you were to roll a six sided die, 6 TIMES. How many times would you predict that it would land on a number GREATER than 4?

Answers

Answer:

2/6 times

Step-by-step explanation:

only side 5 and 6 are greater than four and with fair rolls you would expect the die to land on each side once. So 2/6 times you would expect a roll greater than 4.

Given: 41 and 42 are supplements,
23 and 24 are supplements,
and Z1 = 24.
Prove: 22 23
1
Intro
2
3
Demo
k
Statements Reasons
subtraction property
definition of angles
Statements
✓1. 23 and 24 are supp.
✓2. m23+ m24 = 180
✓3.21 24
✓4. m21= m/24
5. 21 and 22 are supp.
substitution property
def. of supplementary angles
Reasons
1. given
2. def. of supplementary angles
3. given
4. definition of angles
5. given

Given: 41 and 42 are supplements,23 and 24 are supplements,and Z1 = 24.Prove: 22 231Intro23DemokStatements

Answers

The proof that m∠2 = m∠3 in the two column proof table is; shown in the various steps and this can be seen in the attachment.

What are supplementary angles?

It should be noted that two angles are called complementary when their measures add to 90 degrees.

On the other hand, two angles are called supplementary when their measures add up to 180 degrees. One way to avoid mixing up these definitions is to note that s comes after c in the alphabet, and 180 is greater than 90.

Check the attachment.

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Given: 41 and 42 are supplements,23 and 24 are supplements,and Z1 = 24.Prove: 22 231Intro23DemokStatements

32x+8+5=113 2x+8 +5=11 simplify in radical form

Answers

Answer:

The answer is in the picture below

Step-by-step explanation:

32x+8+5=113 2x+8 +5=11 simplify in radical form

Type the correct answer in the box. a standard new york car license plate has 3 letters followed by 4 numbers. if the letters and numbers can be repeated, the number of distinct license plates that can be created in the given pattern is .

Answers

Answer:

here are 26 choices for each letter, so we can select the letters in 26 x 26 x 26 waysThere are 10 choices for each digit so we can select digits in 10 x 10 x 10 x 10 ways. So total : 26 '3 x 10 '4 ways

Step-by-step explanation:

The number of distinct license plates that can be created in the given pattern is 17576000.

What is the fundamental counting principle?

The fundamental counting principle or basic principle of counting is a method or a rule used to calculate the total number of outcomes when two or more events are occurring together.

Given: A standard New York car license plate has 3 letters followed by 4 numbers.

If the letters and numbers can be repeated, then the number of ways 3 letters picked for license plate = 26 x 26 x 26

And the number of ways 4 numbers picked for license plate = 10 x 10 x 10

The total number of distinct license plates that can be created in the given pattern = 26 x 26 x 26 x 10 x 10 x 10

= 17576000

Hence, the number of distinct license plates that can be created in the given pattern is 17576000.

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A website sells Bolga baskets for $42 each. The expression 42b represents the total price buying b baskets.

What do the parts of the park expression 42b represent?

In the expression 42b, b represents the ?

and 42 represents the ?

Answers

Answer: b represents the variable and 42 represents the coefficent.

Step-by-step explanation:

The required  the  parts of the park expression 42b represent

the total price of the bolga basket , b represents the number of bolga basket and 42 represents the cost of each bolga basket.

What is a statement?

A statement is a declarative sentence that is either true or false but not both. A statement is sometimes called a proposition. The key is that there must be no ambiguity. To be a statement, a sentence must be true or false, and it cannot be both.

Given:

Bolga baskets= $42

The expression 42b represents the total price buying b baskets.

According to given question we have

The given statement is

Let the number of bolga basket be b

So, the total price of the bolga basket =42b

The cost of each bolga basket is  $42

Therefore, the required  the  parts of the park expression 42b represent

the total price of the bolga basket , b represents the number of bolga basket and 42 represents the cost of each bolga basket.

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Which set of line segments could create a right triangle?

A. 24, 30, 35
B. 12, 18, 30
C. 18, 24, 30
D. 18, 24, 35

Answers

Answer:

C. 18, 24, 30

Step-by-step explanation:

C 18, 24 , 30
Step by step
The answer above obeys pythagoras theorem law

Which table shows a proportional relationship between x and y?
x
1
2
3
6
O
у
1.5
:
3
6
9
.
x
2.
4
5
6
о
y
6
12
18
21
х
1
3
4
5
o
O
y
50
150
200
250
х
3
5
7
8
a
у
1.5
2.5
3
4.5
1
2
3
4
5
6
7
8
9
10
Next

Which table shows a proportional relationship between x and y?x1236O1.5:369.x2.456y61218211345oOy501502002503578a1.52.534.512345678910Next

Answers

The ratio of y:x should be constant for any value of x and y.

\( \frac{y}{x} = constant\)

If go over every table, you'll find that this is true for the third one and that the ratio is r=50

The table showing the proportional relationship between x and y is the third one.

What is proportional relationship?

Two sequences of numbers, often experimental data, are proportional or directly proportional if their corresponding elements have a constant ratio, which is called the coefficient of proportionality or proportionality constant.

Given are four tables, giving values of x and y, we need to identify the table giving the relation between x and y which is proportional.

Table 1)

x = 1, 2, 3, 6

y = 1.5, 3, 6, 9

y/x = 1.5, 1.5, 2, 1.5 [not proportional]

Table 2)

x = 2, 4, 5, 6

y = 6, 12, 18, 21

y/x = 3, 3, 3.6, 3.5 [not proportional]

Table 3)

x = 1, 3, 4, 5

y = 50, 150, 200, 250

y/x = 50, 50, 50, 50 [proportional]

Hence, the table showing the proportional relationship between x and y is the third one.

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PLS HELP ASAP RNNN FASTT

PLS HELP ASAP RNNN FASTT

Answers

Answer:

It is the first answer

Step-by-step explanation:

Because you are multiplying which also means (product of something).

Product of power property

3x+y=10
-4x-2y=2

this has to be solved by elimination.

Answers

3x + y = 10 >>>>>>

6x + 2y = 20
-4x - 2y = 2

2x = 22

X = 11. Y = -23.

y = 10 + 3 x hopefully this helps im still new tho!

PLS DO NUMBER 10 WILL MARK BRAINLY AND ALSO GIVE AN ADDITIONAL 100 PTS IF CORRECT PLS HURRY. THANK YOU

PLS DO NUMBER 10 WILL MARK BRAINLY AND ALSO GIVE AN ADDITIONAL 100 PTS IF CORRECT PLS HURRY. THANK YOU

Answers

The answers to all the parts is given above.

What is direct variation? What is scale factor?

Direct variation of {y} with {x} means that as {x} increases, {y} increases uniformly with it. Mathematically -

{K} = y/x = constant                             .... Eq{ 1 }

Scale factor {K} is a dimensionless value that indicates the constant ratio value indicating direct variation.

Given is a table as shown in question 10 of the given image.

{ 1 } -

We can write Jake's rate of change of grade per hour studied as -

{r} = (91 - 84)/(2 - 1)

{r} = 7/1

{r} = 7

{ 2 } -

We can write Howie's rate of change of grade per hour studied as -

{r} = {(91 + 6) - 84}/(2 - 1)

{r} = 13

Therefore, the answers to all the parts is given above.

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Find the values of x such that the given vectors are orthogonal. (Enter your answers from smallest to largest.)(x+4)i−4jxi+8j

Answers

The  values of x is (4,-8) he two vectors will be orthogonal.

Let u=(x+4) i-4 j

x=x i+8 j

Now, U and v are orthogonal.

A number of vectors that are mutually perpendicular to each other, meaning they form an angle of 90° with a magnitude of one unit with each other, are called orthogonal unit vectors.

The dot product of two orthogonal vectors is zero. The dot product of the two column matrices that represent them is zero. Only the relative orientation matters. If the vectors are orthogonal, the dot product will be zero.Two non-zero vectors are said to be orthogonal when (if and only if) their dot product is zero.

Therefore, u.v=0

⇒\(((x+4) i-4 j) \cdot(x i+8 j)=0 \\\)

⇒\(x(x+4)-32=0 \\\)

⇒\(x^2+4 x-32=0 \\\)

⇒\(x^2+8 x-4 x-32=0 \\\)

⇒\(x(x+8)-4(x+8)=0 \\\)

⇒x=4, x=-8

Therefore, the value of x=4 and x=-8 the two vectors will be orthogonal.

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HELP ASAP!! I DONT GET IT​

HELP ASAP!! I DONT GET IT

Answers

Answer:

16

Step-by-step explanation:

Given that the total number of seats in an auditorium is modeled by the following equation:where x represents the number of rows of seats.We are to find the number of rows are there in the auditorium with a total of 416 seats.So, we are to find the value of x if f(x) = 416.


Since the number of rows cannot be negative, so the required number of rows in the auditorium is 16.Thus, the number f rows is 16.

HELP ASAP!! I DONT GET IT
The answer is B. Hdhshshgehedhhd

(figure: labor supply curve) based on the graph, we see that this person is willing to supply _____ hours of labor at wage rate w1 than at w2 and _____ hours of labor at wage rate w3 than at w2.

Answers

The person is willing to supply fewer hours of labor at wage rate w1 than at w2 and more hours of labor at wage rate w3 than at w2.

What is fewer hours (w1)?

"Fewer hours (w1)" refers to a condition where an individual is willing to offer a reduced amount or a lesser number of hours of labor in response to a specific wage rate denoted as w1. It implies a decrease in the quantity of labor supplied relative to other wage rates, such as w2 or w3.

Typically, the labor supply curve has an upward slope, indicating that as the wage rate increases, individuals are more willing to supply labor or work more hours. This is because higher wages incentivize individuals to allocate more of their time to work in order to earn more income.

Therefore, if we assume a conventional labor supply curve, we can infer that at a higher wage rate (w3) compared to a lower wage rate (w2), the individual would be willing to supply more hours of labor. Conversely, at a lower wage rate (w1) compared to w2, the individual would be willing to supply fewer hours of labor.

It is important to note that the actual relationship between wage rates and labor supply can be influenced by various factors such as individual preferences, market conditions, and other economic factors. Therefore, a specific labor supply curve graph or more information would be needed to provide a more accurate and specific explanation.

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What will be the sign of the product if we multiply together 199 negative and 10 positive integers?

Answers

we know that two negative makes a positive. it means every two negative makes a positive. it concludes that even no. of negative sign makes positive and odd no. of negative sign makes a negative.
in positive values there are whatever numbers, they will always be positive.
in question given that multiplication of 199 negative integers. that will give negative value because 199 is an odd number.
and then multiply by 10 positive integers which give positive value.
so overall value will be negative.

Tiyana is saving for a vacation. She wants to have at least $75 for each of the 12 days of her trip. If she saves $ 85 each month for 10 months, will she save enough money?

Use mental math to find the total amount she will save. Then write a division equation to see if she will save enough.

Kevin says he can solve this problem a different way. He says that he can compare 85 x 10 and 75 x 12. Do you agree? Explain your thinking.

Answers

Answer:

yes I agree with kevin's thinking because she needs 75 for each of the 12 days so its 12*75 and compare with how she earns 85 dollars each month for ten months which is 85 *10

Step-by-step explanation:

Answer:

Yes, I agree.

Step-by-step explanation:

She needs 75 for each of the 12 days so do the math 12x75.  Because she earns 85 dollars each month for ten months, you do 85x10.

The midpoint of GH is M(-5, 4). One endpoint is H (-8, 0).
Find the coordinates of end point G

Answers

Answer:

G (-2,8)

Step-by-step explanation:

(-8+x)/2 = -5

-8 + x = -10

x = -10 + 8

x = -2


(0+y)/2 = 4

y = 4 · 2

y = 8

Which quadratic expression represents the product of these factors? (2x + 5)(7 − 4x)
A.
-8x2 + 6x − 35
B.
-8x2 − 6x + 35
C.
-8x2 − 34x + 35
D.
-8x2 + 34x − 35

Answers

Answer:

\( - 8x {}^{2} - 6x + 35 \)

Step-by-step explanation:

(2x+5)(7-4x)

expanding

2x(7-4x)+5(8-4x)

removing brackets

2x×7+2x×-4x+5×7+5×-4x

14x-8x^2+35-20x

arranging properly

-8x^2-6x+35

Brainliest if correct please help

Brainliest if correct please help

Answers

Answer:

H - 20

Step-by-step explanation:

Answer:

H) 20 cm.

Step-by-step explanation:

The small trapezoid is two times smaller than the large trapezoid. So, you would do 40/2 to get 20 for d.

Hope it helps!

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