(a) if we have a distribution of x values that is more or less mound-shaped and somewhat symmetrical, what is the sample size n needed to claim that the distribution of sample means x from random samples of that size is approximately normal? n ≥ (b) if the original distribution of x values is known to be normal, do we need to make any restriction about sample size in order to claim that the distribution of sample means x taken from random samples of a given size is normal? yes no

Answers

Answer 1

Sample size of 30 or more, the distribution of sample means can be considered approximately normal. greater confidence in the normality assumption.

(a) To claim that the distribution of sample means x from random samples of a mound-shaped and symmetrical distribution is approximately normal, the sample size needed (n) should be greater than or equal to 30.

This is based on the Central Limit Theorem, which states that as the sample size increases, the distribution of sample means approaches a normal distribution, regardless of the shape of the original population. Thus, with a sample size of 30 or more, the distribution of sample means can be considered approximately normal.

(b) If the original distribution of x values is known to be normal, there are no specific restrictions on the sample size to claim that the distribution of sample means x taken from random samples of a given size is normal.

According to the Central Limit Theorem, even with small sample sizes (e.g., less than 30), the distribution of sample means will still be approximately normal if the original population is normally distributed.

However, larger sample sizes are generally preferred as they provide more accurate estimates and greater confidence in the normality assumption.

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Related Questions

zeros –5 and 1, and with y-intercept-10

Answers

Answer:

rise over run go up y and right x

What is the area to this figure ?

What is the area to this figure ?

Answers

Answer:

Paralleogram Area = 98 cm²

Rectangle Area = 147 cm²

Total Area of Composite Figure = 245 cm²

Step-by-step explanation:

To find the area of paralleogram you have to take the odd part out and put it on the other side to make a rectangle. Then find the area of that rectangle. 7 * 14 = 98²

After that, Find the area of The regular rectangle. 7 * 21 = 147²

Then, do 98² + 147² = 245²

Thats how you get the answer of 245 cm²

:) hope it helped!

Janelle expanded the Expression as shown below what errors did she make select 3 options

Janelle expanded the Expression as shown below what errors did she make select 3 options

Answers

Given:

\(-4(-3x+\frac{2}{7})=-12x-3\frac{5}{7}\)

Correct answer is

\(-4(-3x+\frac{2}{7})=12x-1\frac{1}{7}\)

Final options are:

The first term should be positive.

She did not distribute the -4 properly.

\(\text{She added }\frac{2}{7}\text{ to -4 instead of multiplying }\frac{2}{7}\text{ by -4.}\)

Jane's school is due west of her house and due south of her friend Norma's house. The distance between the school and Norma's house is 8 kilometers and the straight-line distance between Jane's house and Norma's house is 9 kilometers. How far is Jane's house from school? If necessary, round to the nearest tenth.

Answers

Answer

Distance = 4.1 km

Explanation

Let the distance between Jane's house from school be x

The distance can be calculated using pythagora's theorem

\(\begin{gathered} \text{Hypotenus}^2=opposite^2+adjacent^2 \\ \text{Hypotenus = 9km, opposite = 8km and adjacent = x km} \\ 9^2=8^2+x^2 \\ \text{Isolate x}^2 \\ 81=64+x^2 \\ \text{Collect the like terms} \\ 81-64=x^2 \\ 17=x^2 \\ \text{Take the square roots of both sides} \\ \text{x = }\sqrt[]{17} \\ \text{x = 4.1 km} \end{gathered}\)

Therefore, the distance between Jane's house from school is 4.1 km

Jane's school is due west of her house and due south of her friend Norma's house. The distance between

Please help me ASAP

Suppose 1 side of a triangle measures 23 inches and another side measures 19 inches. Use the triangle theorem to determine possible side lengths for the third side. Show work

A: c > 4

B: 4 > c > 42

C: c > 42

D: 4 < c < 42

Please help me ASAP Suppose 1 side of a triangle measures 23 inches and another side measures 19 inches.

Answers

Using the triangle inequality theorem, the length of the third side is: D. 4 < c < 42.

How to Apply the Triangle Inequality Theorem?

The triangle inequality theorem states that for any triangle, the sum of the lengths of any two sides must be greater than the length of the third side.

In this case, we know that side A measures 23 inches and side B measures 19 inches. To find possible values for side C, we can use the triangle inequality theorem by adding the lengths of sides A and B and comparing the sum to all possible values of side C.

A + B > C

23 + 19 > C

42 > C

So, the length of side C must be less than 42 inches.

Also

C > A - B

C > 23 - 19

C > 4

So, the length of side C must be greater than 4 inches.

Therefore, the possible side lengths of the third side, C, must be between 4 inches and 42 inches (not including 4 inches and 42 inches).

The answer is: D. 4 < c < 42

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Which logarithmic equation is equivalent to this exponential equation?

Which logarithmic equation is equivalent to this exponential equation?

Answers

Answer:

im doing work to im going to fail

Step-by-step explanation:

10^a=200 is the answer to ur question

What is the slope of a line perpendicular to the line whose equation is 2x+4y=-64

Answers

the answer will be 2

which provides a better estimate of the theoretical probability p(h) for the unfair coin: an empirical probability using 30 flips or 1000 flips? why do you think so?

Answers

the empirical probability based on 1000 flips provides a better estimate of the theoretical probability p(h) for the unfair coin.

The empirical probability is based on observed data from actual trials or experiments. It involves calculating the ratio of the number of favorable outcomes (e.g., getting a "heads") to the total number of trials (flips). The larger the number of trials, the more reliable and accurate the estimate becomes.

When estimating the theoretical probability of an unfair coin, it is important to have a sufficiently large sample size to minimize the impact of random variations. With a larger number of flips, such as 1000, the estimate is based on more data points and is less susceptible to random fluctuations. This helps to reduce the influence of outliers and provides a more stable and reliable estimate of the true probability.In contrast, with only 30 flips, the estimate may be more affected by chance variations and may not fully capture the underlying probability of the coin. Therefore, the empirical probability based on 1000 flips provides a better estimate of the theoretical probability p(h) for the unfair coin.

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Answer:

Experimental probability

Step-by-step explanation:

Experimental probability is a probability that is determined on the basis of a series of experiments. A random experiment is done and is repeated many times to determine their likelihood and each repetition is known as a trial.

The price of a toy usually costing £50 is increased to £65. Work out the percentage increase.

Unfortunately the answer doesn't seem obvious to me. If i could have the answer as quickly as possible it would be very helpful. Thank you

Answers

Answer:

115%

Step-by-step explanation:

115% percent increase in usual value, I may guess see other answrrs too

Answer:

30%

Step-by-step explanation:

The percentage increase is calculated as

\(\frac{increase}{original}\) × 100%

increase = £65 - £50 = £15 , then

percent increase = \(\frac{15}{50}\) × 100% = 15 × 2% = 30%

The ratio of 49 cm to 35 cm is

Answers

Answer:

49:35

Step-by-step explanation:

Divide 49 and 35 and then you can Get Answer..

Answer:

7/5 cm

Step-by-step explanation:

ratio of 49 cm to 35 cm

=> 49:35 { divide by 7}

=> 7:5 cm

hope it helps<3

¿Cuál es la medida del ángulo x?
A.-130°
B.-100°
C.-50°
D.-40°

Cul es la medida del ngulo x?A.-130B.-100C.-50D.-40

Answers

Step-by-step explanation:

x+50 = 180 because asim circle

x =180-130

x=150


A rectangular vegetable garden will have a width that is 4 feet less than the length, and an area of 140 square feet. If x represents the length, then
the length can be found by solving the equation:
x(x-4)= 140
What is the length, x, of the garden?

Answers

Solving for x would give me 14 and negative 10 which would lead to the problem looking like so 14(-10-4)=140

Answer:

17.5

Step-by-step explanation:

x(x-4)=140

2x=140/4

2x=35

x=35/2

x=17.5

One day your aunt gave you 20 pieces of candy and you ate 2 pieces each day. After a
certain number of days, there are 10 pieces left. Which of the following equations
represents the day, d, when there are 10 pieces left?
Will award brainliest

Answers

Answer:

5

Step-by-step explanation:

on day 1 you had 20 pieces and each day you lose 2 pieces. so that means your equation is y=-2x+20. So x = number of days, and y = pieces of candy. Plug in 10 for y, minus 20 to both sides, divide by -2 to each side. Then your answer is 5.

One day your aunt gave you 20 pieces of candy and you ate 2 pieces each day. After acertain number of

-6k+7k
So I'm not sure that it's k because I need to simplify? Can someone help me

Answers

Answer:

k

Step-by-step explanation:

its just k, since 1k can be simplified to just k

It’s K since 1k equals K times 1 which equals k

What is the pattern in the infinite sequence below?

–3, –1, 1, 3, 5, ...


Multiply the term number by 2, then subtract 5.
Multiply the term number by 3, then subtract 6.
Multiply the term number by 4, then subtract 7.
Multiply the term number by 5, then subtract 8.

Answers

Is there only 4 options?

Answer:

A. Multiply the term number by 2, then subtract 5

Step-by-step explanation:

Edge 2021

At lunchtime, the temperature was 14°F. By 9 p.m., the temperature had dropped 18 degrees. What was the temperature, in degrees Fahrenheit, at 9 p.m.?

Answers

Answer:

-4 degrees

Step-by-step explanation:

You subtract 14-18

1. Triangle ABC has coordinates A (3,9), B(5,1) and C (9,5) What type of triangle is ABC? Find the area and perimeter​

Answers

Triangle ABC is a scalene triangle because all three sides have different lengths.

To find the area of the triangle, we can use the formula for the area of a triangle:

Area = 1/2 * base * height

We can choose any side as the base, but let's choose AB. To find the height, we need to drop a perpendicular line from C to AB. The length of this line is the height.

First, let's find the length of AB:

AB = sqrt((5-3)² + (1-9)²) = sqrt(32)

Next, let's find the length of the perpendicular line from C to AB. We can use the slope of AB to find the slope of the line perpendicular to AB:

slope of AB = (1-9)/(5-3) = -4

slope of perpendicular line = 1/4

Now we can use the point-slope formula to find the equation of the line perpendicular to AB that passes through C:

y - 5 = 1/4(x - 9)

Simplifying:

y = 1/4x + 17/4

To find the point where this line intersects AB, we can set y = 0 and solve for x:

0 = 1/4x + 17/4

x = -17/4

This point is not on AB, so we need to find the length of the segment of the perpendicular line that is inside the triangle. We can use the distance formula to find the length of this segment:

AC = sqrt((9-3)² + (5-9)²) = 2sqrt(20)

BC = sqrt((5-9)² + (1-5)²) = 4sqrt(2)

The height of the triangle is the length of the segment of the perpendicular line inside the triangle, which is:

height = AC - BC = 2sqrt(20) - 4sqrt(2)

Now we can find the area of the triangle:

Area = 1/2 * AB * height

Area = 1/2 * sqrt(32) * (2sqrt(20) - 4sqrt(2))

Area = 16sqrt(5) - 16sqrt(2)

To find the perimeter of the triangle, we need to find the lengths of all three sides:

AB = sqrt(32)

AC = 2sqrt(20)

BC = 4sqrt(2)

Perimeter = AB + AC + BC = sqrt(32) + 2sqrt(20) + 4sqrt(2)

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3.
Find the area of sector AOB. Round to the nearest tenth.
2
1.
A
18 cm
0
70°
4 ft

What is the answer for all three of those help
40%
1 mm
A
B
Area
Area =
C
Area =
mm²

3.Find the area of sector AOB. Round to the nearest tenth.21.A18 cm0704 ftWhat is the answer for all

Answers

nsusyejwosjsjsissjw nice

Simplify it.
Show steps please
√16x^2

Answers

Answer:

4\(x^{2}\)

Step-by-step explanation:

1st seperate the equation

\(\sqrt{16}\) and \(x^{2}\)

square root of 16 is 4, and x squared stays the same, so the equation becomes

4\(x^{2}\)

Simplify. Express your answer as a single term using exponents. 853 4 853 3​

Answers

Answer:

                               

Step-by-step explanation:

         

Answer:

this isnt a question? is it 853 times 4 and 853 times 3?

h(t) = -16 + 10t
g(-6) =

h(t) = -16 + 10tg(-6) =

Answers

Answer:

-6g

Step-by-step explanation:

solvle the equation 18×4(4÷393)-36+8

Answers

The given expression is

18×4(4÷393)-36+8

We would simplify by applying the correct order of operations which is known as PEDMAS where

P represents parentheses

E represents exponents

D represents division

M represents multiplication

A represents addition

S represents subtraction

Thus, we would simplify the terms in the parentheses first.

4/393

Then we would multiply 4/393 by 18 * 4. It becomes

18 * 4 * 4/393 = 288/393

The expression becomes

288/393 - 36 + 8

The next step is to add 36 and 8

36 + 8 = 44

The expression becomes

288/393 - 44

= (288 + 17292)/393

= 17580/393

Evaluate the expression for the given value of the variables.
0.9g - 2.1h
g = 15, h=2

Answers

The value of the variable is 9.3

What is a variable ?

Any mathematical object can be represented by a variable in mathematics as a symbol and placeholder. A variable can, for example, represent a number, a vector, a matrix, a function, the argument of a function, a set, or a set's component.

There are many variables, including height, age, wealth, province of birth, academic standing, and kind of dwelling. Two major categories—categorical and numeric—can be used to group variables.

As you can see, categorizing variables into four separate groups is one approach to see them ( nominal, ordinal, interval and ratio).

0.9g - 2.1h

Substitute the values g = 15 , h = 2

0.9(15) - 2.1(2)

13.5 - 4.2

= 9.3

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Answer this question what is 6x-y=11 and 2x+3y=11 using substitution

Answers

Answer:

{y,x}={-22/5,11/10}

Step-by-step explanation:

Can someone help me understand this?

Can someone help me understand this?

Answers

Answer:

  see attached

Step-by-step explanation:

You are given two solutions to a 3-step inequality and are asked to describe them.

3-Step inequality

These inequalities have variable terms and constant terms on both sides of the comparison symbol. The expressions have been simplified.

These inequalities can be described as 3-step, because a straightforward solution can be accomplished in 3 steps. The first two steps separate the constant and variable terms, and the final step divides by the coefficient of the variable.

The process is virtually identical to that for solving a 3-step equation.

Allison

Allison's first step is to get rid of one of the unwanted variable terms by subtracting it from both sides. She chose the "3x" term, which has a smaller coefficient than the "5x" term, so the resulting difference will leave a positive coefficient on the x-term.

Then she removed the unwanted constant from the side with 2x by adding its opposite.

Since the x-term has a positive coefficient, Allison did not have to change anything about the inequality symbol when she divide both sides by that coefficient.

John

John used a first step similar to Allison's but he chose to eliminate the 5x term. The result was the x-term ended up with a negative coefficient. That introduces an extra bit of procedure at the end when he divides by the -2 coefficient of x: the inequality symbol must be reversed.

The constant term on the side with the x-term was removed by adding its opposite. This is the same step Allison performed as step 2.

When John finally divides by the coefficient of x, he has to reverse the inequality symbol, since that coefficient is negative.

__

Additional comment

You can compare one line of the solution to the one above to see what is different. Identifying that difference will tell you what step was taken to get the current line from the previous one. It helps to understand the way equations and inequalities are solved, so you better know what to look for.

Can someone help me understand this?

Please help me solve this, answer only please. Let x 3

(t)=2tria( 2
t

), where tria(t)={ 1−∣t∣,
0,

∣t∣≤1
else ​
Present signal x 4

(t)= dt
dx 3

(t)

as a linear combination of rectangular pulses of form rect ( T
t−t 0


) where rect(t)={ 1,
0,

∣t∣≤ 2
1

else ​

Answers

The expression of x₄(t) = dt/dx₃(t) as a linear combination of rectangular pulses rect(T(t - t₀)) is: x₄(t) = -1 / (2 * d(|t|)/dt) * rect(T(t - t₀)) for |t| ≤ 1

To represent x₄(t) as a linear combination of rectangular pulses, we first need to compute dx₃(t)/dt, and then compute dt/dx₃(t). Let's start by finding dx₃(t)/dt.

Differentiating x₃(t) = 2 * tria(2t) with respect to t, we get:

dx₃(t)/dt = 2 * d(tria(2t))/dt

Now, let's calculate d(tria(2t))/dt by considering the different regions of tria(2t):

For |t| ≤ 1, tria(2t) = 1 - |2t|, so:

d(tria(2t))/dt = d(1 - |2t|)/dt = 0 - d(|2t|)/dt = -2 * d(|t|)/dt

For |t| > 1, tria(2t) = 0, so:

d(tria(2t))/dt = d(0)/dt = 0

Combining these results, we have:

dx₃(t)/dt = -2 * d(|t|)/dt for |t| ≤ 1

dx₃(t)/dt = 0 for |t| > 1

Next, we can compute dt/dx₃(t) by taking the reciprocal of dx₃(t)/dt:

dt/dx₃(t) = 1 / dx₃(t)/dt

For |t| ≤ 1, dx₃(t)/dt = -2 * d(|t|)/dt, so:

dt/dx₃(t) = 1 / (-2 * d(|t|)/dt) = -1 / (2 * d(|t|)/dt)

For |t| > 1, dx₃(t)/dt = 0, so: dt/dx₃(t) is undefined.

Note that for |t| > 1, the signal x₄(t) is undefined since dt/dx₃(t) is undefined in those regions.

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Please help me solve this, answer only please.

Let \(x3(t)=2tria( t/2)\), where tria(t) = { 1 − ∣t∣, ∣t∣ ≤ 1

                                                           { 0,         else

​Present signal \(x4(t)= dx3​(t)/dt\) as a linear combination of rectangular pulses of form rect ( t−t0/T) where rect(t) = { 1, ∣t∣ ≤ 1/2

                                                                       { 0, else

 

BANQUET A charity is hosting a benefit dinner. They are asking $100 per table plus $40 per person. Nathaniel is purchasing tickets for his friends and does not want to spend more than $250.

Answers

Answer:

he would only be able to bring 2 friends

Step-by-step explanation:

250- 100= 150    cost of table

150/ 40=3.75   cost of friends

He was would not be able to bring a .75 of a friend so you would have to round down.

In the 1960 presidential election, 34,226,731 people voted for Kennedy; 34,108,157 for Nixon, and 197,029 for third-party candidates. Would it be appropriate to find a confidence interval for the proportion of voters choosing Kennedy

Answers

Answer:

Yes, it would be appropriate to find a confidence interval for the proportion of voters choosing Kennedy since we have the necessary information (number of people who voted for Kennedy, number of people who voted for Nixon, and number of third-party votes) and the sample size (total number of voters) is large enough to assume a normal distribution. A confidence interval can provide an estimate of the true proportion of voters who chose Kennedy and the level of uncertainty around that estimate.


giving brainliest

please help

 giving brainliest please help

Answers

Answer:

17 pt

Step-by-step explanation:

Cause 8 quarts= 16 pt and i added 1 pint to it so its 17 pints

Remember 1 quart = 1 pint

Have a good day!

the answer is 17pt, good luck

Lincoln invested $49,000 in an account paying an interest rate of 6\tfrac{1}{8}6

8

1



% compounded daily. Eli invested $49,000 in an account paying an interest rate of 5\tfrac{5}{8}5

8

5



% compounded continuously. After 20 years, how much more money would Lincoln have in his account than Eli, to the nearest dollar?

Answers

Using compound interest and continuous compounding, it is found that Lincoln would have $15,856 more in his account than Eli.

What is compound interest?

The amount of money earned, in compound interest, after t years, is given by:

\(A(t) = P\left(1 + \frac{r}{n}\right)^{nt}\)

In which:

A(t) is the amount of money after t years. P is the principal(the initial sum of money). r is the interest rate(as a decimal value). n is the number of times that interest is compounded per year.

Hence, for Lincoln, we have that the parameters are as follows:

P = 49000, r = 0.06125, n = 365, t = 20.

Hence the amount will be of:

\(A_L(t) = P\left(1 + \frac{r}{n}\right)^{nt}\)

\(A_L(20) = 49000\left(1 + \frac{0.06125}{365}\right)^{365 \times 20}\)

\(A_L(20) = 166787\)

What is continuous compounding?

The amount is given by:

\(A(t) = Pe^{rt}\)

For Eli, we have that r = 0.05625, hence the amount will be given by:

\(A(t) = Pe^{rt}\)

\(A_E(20) = 49000e^{0.05625 \times 20} = 150931\)

What is the difference?

It is given by:

\(D = A_L(20) - A_E(20) = 166787 - 150931 = 15856\)

Lincoln would have $15,856 more in his account than Eli.

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