(b) Prove that if the sequence (4) satisfies lim = L = 0, then a) is unbounded. 71

Answers

Answer 1

We have proved that if the sequence (a_n) satisfies lim a_n = L = 0, then (a_n) is unbounded.

To prove that if the sequence (a_n) satisfies lim a_n = L = 0, then (a_n) is unbounded, we will use proof by contradiction.

Assume that (a_n) is bounded. Then, there exists a positive number M such that |a_n| ≤ M for all n in the natural numbers.

Since lim a_n = L = 0, we can choose an ε > 0 such that if n is sufficiently large, then |a_n - L| < ε. In other words, there exists a natural number N such that for all n ≥ N, |a_n - L| < ε.

Consider the case when n ≥ N and a_n > 0 (the case when a_n < 0 is similar). Then, we have:

a_n = L + (a_n - L) > L - ε

Since a_n ≤ M, we have:

0 ≤ a_n < M

Combining these inequalities, we get:

0 ≤ L - ε < a_n < M

This implies that a_n is bounded between two positive numbers, which contradicts the assumption that (a_n) is unbounded. Therefore, our initial assumption that (a_n) is bounded must be false, and hence (a_n) is unbounded when lim a_n = L = 0.

Therefore, we have proved that if the sequence (a_n) satisfies lim a_n = L = 0, then (a_n) is unbounded.

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Related Questions

Steven cleans his aquarium by replacing 2/3 or the water with new water, but that doesn’t clean the aquarium to his satisfaction. He decides to repeat the process, again replacing 2/3 of the water with new water. How many times will Steven have to do this so that at least 95% of the water is new water?

Help as quickly as possible!!!

Answers

Steven will have to repeat the process three times so that at least 95% of the water is new water

Consider a normal population distribution with the value of σ known. (a) what is the confidence level for the interval x ± 2. 81σ/ n ? (round your answer to one decimal place. )

Answers

The confidence level is 1 - α = 1 - 0.005 = 0.995 or approximately 99.5%.

We can use the formula for a confidence interval for a population mean, which is:

[tex]x ± z(α/2) * σ/√n[/tex]

where x is the sample mean, σ is the population standard deviation, n is the sample size, and z(α/2) is the critical value from the standard normal distribution corresponding to the desired confidence level (α).

In this case, the interval is x ± 2.81σ/√n, which is equivalent to z(α/2) = 2.81.

To find the confidence level, we need to solve for α. We can do this by finding the area in the tails of the standard normal distribution that corresponds to z(α/2) = 2.81. Using a standard normal table or a calculator, we find that the area in the right tail is 0.0025, so the area in both tails is 0.005.

Therefore, the confidence level is 1 - α = 1 - 0.005 = 0.995 or approximately 99.5%.

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Which is the area of the rectangle?

A rectangle of length 150 and width 93. Inside the rectangle, there is one segment from one opposite angle of base to the base. The length of that segment is 155.

Answers

The area of the rectangle is 13950.

Can u mark my answer as the Brainlyest if it work Ty

Use the equation −20x+3x 2−7=0 to answer all of the following questions.

Answers

Part A: -1/3 and 7
Part B: (3x+1)(x-7)=0
Part C: -1/3 and 7

Algo An economist would like to estimate the 99% confidence interval for the average real estate taxes collected by a small town in California. In a prior analysis, the standard deviation of real estate taxes was reported as $1,330. (You may find it useful to reference the z table.) What is the minimum sample size required by the economist if he wants to restrict the margin of error to $480? (Round up final answer to nearest whole number.)

Answers

The minimum sample size required by the economist, if he wants to restrict the margin of error to $480, is 37.

To determine the minimum sample size required to estimate the 99% confidence interval for the average real estate taxes collected by a small town in California with a margin of error of $480, we can use the formula:

[tex]n = \frac{[(z-value)^2 (standard deviation)^2] }{(margin of error)^2}[/tex]

The z-value for a 99% confidence interval is 2.576 (using the z table), and the standard deviation of real estate taxes is $1,330.

Plugging in these values, we get:

[tex]n = \frac{[(2.576)^2 (1,330)^2] }{(480)^2}[/tex]
n = 36.54

Rounding up to the nearest whole number, the minimum sample size required is 37.

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please show all workExpress the following in degrees only. Be sure to use the decimal form. a. 39°50¢ a) b. 42°35¢ b) c. 15°20€ c) d. 1°59€ d) Convert the following from arc units into time units: a. 28°49€

Answers

28°49€  arc unit into time is approximately 1.867 hours.

We'll convert the given angles from degrees, minutes, and seconds (or cents and euros as placeholders) to degrees in decimal form. Then, we'll convert the angle from arc units to time units.

a) 39°50¢
To convert 50¢ to degrees, divide by 60 (since 1 degree = 60 minutes):
50¢ / 60 = 0.8333 (rounded to four decimal places)

So, 39°50¢ in decimal form is:
39 + 0.8333 = 39.8333°

b) 42°35¢
To convert 35¢ to degrees:
35¢ / 60 = 0.5833 (rounded to four decimal places)

So, 42°35¢ in decimal form is:
42 + 0.5833 = 42.5833°

c) 15°20€
To convert 20€ to degrees (1 degree = 3600 seconds):
20€ / 3600 = 0.0056 (rounded to four decimal places)

So, 15°20€ in decimal form is:
15 + 0.0056 = 15.0056°

d) 1°59€
To convert 59€ to degrees:
59€ / 3600 = 0.0164 (rounded to four decimal places)

So, 1°59€ in decimal form is:
1 + 0.0164 = 1.0164°

Now, we'll convert 28°49€ from arc units to time units:
28°49€ = 28 + (49 / 3600) = 28.0136° (in decimal form)

To convert degrees to time units, multiply by 24 (since there are 24 hours in a day) and divide by 360 (since there are 360 degrees in a circle):

28.0136° * (24 / 360) = 1.867 (rounded to three decimal places)

So, 28°49€ in time units is approximately 1.867 hours.

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A, B, C and D lie on the circle, centre O.
TA is a tangent to the circle at A.
Angle ABC = 131° and angle ADB = 20°.
Please Find
Angle ADC =
Angle AOC =
Angle BAT=

Answers

The value of angle ADC is 131⁰.

The value of angle AOC is 262⁰.

The value of angle BAT is 21⁰.

What is the value of angle ADC?

The value of angle ADC is calculated as follows;

The value of the angle at center, AOC = 2 ∠CBA (angle at center is twice angle at circumference)

∠AOC = 2 x 131⁰

∠AOC = 262⁰

The value of arc angle ABC = 262⁰ (intersecting chord theorem)

The value of angle ADC is calculated as;

∠ADC = ¹/₂ arc ABC

∠ADC = ¹/₂ x 262⁰

∠ADC = 131⁰

Angle DAB = 180 - (20 + (131 - 20))

∠DAB = 180 - 131 = 49

The value of angle BAT is calculated as;

∠BAT = 90 - (20 + 49)

∠BAT = 21⁰

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Find the equation of the quadratic function g whose graph is shown below.
(5,3)
(6.0)
8
201 12 114
g(x) = 0

Answers

Answer:

y = -3(x - 5)^2 + 3

Step-by-step explanation:

Because we're given the maximum/vertex of the quadratic function and at least one of the roots, we can find the equation of the quadratic equation using the vertex form which is

[tex]y = a(x-h)^2+k[/tex], where a is a constant (determine whether parabola will have maximum or minimum), (h, k) is the vertex (a maximum for this problem), and (x, y) are any point on the parabola:

Since our maximum/vertex is (5, 3), and one of our roots is (6, 0), we can plug everything in and solve for a:

[tex]0=a(6-5)^2+3\\0=a(1)^2+3\\0=a+3\\-3=a[/tex]

Thus, the general equation (without distribution) is y = -3(x - 5)^2 + 3

Find the length of the diagonal AC in the rectangle below.

Answers

Answer: 26

Step-by-step explanation:

So what its basically asking is for you to find the hypotenuse because you can see that the rectangle splits in half with the green line.

So to find the hypotenuse you would use these steps:

1. formula for hypotenuse  

[tex]\sqrt{a^2+b^2}[/tex]

2. plug in numbers

[tex]\sqrt{10^2+24^2}=26[/tex]

te Spring 2014 922 Stat 100 students responded to this survey question: *20 years down the road, what do you expect your income to be? Are there differences between the 5 ethnic groups (White Back Hispanic, Asian, Mixed/Other) on how much they expect to be caring 20 years from now? Here are the results Level of Ethnicity Average SD a Expected Income white 114700 45780 475 Expected Income Back 136800 50840 106 Expected Income Hispank 110900 43400 112 Expected Income Asian 125100 53200 190 Expected Income Other 117800 49960 39 First do an overall test to see if any of the differences are significant in the population given that R20.02670 a. Compute the Chi Square Statistic www Ties 0/2 ts. b. How many degrees of freedom 4 Computers are now shown bove. You are correct. Your receipt no 159-6257 Previous Tries p-value =_______(Use this this online calculator) Anne Tries 0/3
c. Now Compute the F Statistic SA Tries 0/2 d. d. How many degrees of freedom in the numerator? ____
Submit Answer Tries 0/2 denominator? _____
Submit Answer Tries 0/2 p-value=______ % (Use this this online calculator.) Submit Answer Tries 0/3

Answers

A p-value less than 0.05 indicates that there is a significant difference between the average expected incomes of the different ethnic groups.

We will perform an ANOVA (Analysis of Variance) test to determine if there are any significant differences between the average expected incomes of the 5 ethnic groups.

a. Compute the Chi Square Statistic: The Chi Square Statistic is not applicable in this case, as it is used for categorical data. Instead, we will use the F Statistic for ANOVA.

b. Degrees of freedom: For ANOVA, there are two degrees of freedom to calculate: - df_between (numerator): This is the degrees of freedom between groups, which is equal to the number of groups minus 1. There are 5 ethnic groups, so df_between = 5 - 1 = 4. - df_within (denominator): This is the degrees of freedom within groups, which is equal to the total number of observations minus the number of groups. The total number of observations is 922, so df_within = 922 - 5 = 917.

c. Compute the F Statistic: Use an ANOVA calculator or software to input the data and calculate the F Statistic.

d. Degrees of freedom in the numerator and denominator: - Numerator degrees of freedom: 4 (as calculated in part b) - Denominator degrees of freedom: 917 (as calculated in part b) After computing the F Statistic, use an online calculator or software to find the p-value.

A p-value less than 0.05 indicates that there is a significant difference between the average expected incomes of the different ethnic groups.

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Use the data given in the table below to compute the probability that a randomly chosen voter from the survey will satisfy the following. Round to the nearest hundredth.
The voter is under 50 years old.

Answers

The probability that a randomly chosen voter from the survey  is under 50 years old is 0.75

Computing the probability of randomly chosen a voter

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

The table of values

Where we have

Voters under 50 years old = 847 + 804 + 773

Total = 3228

So, the required probability is

P = (847 + 804 + 773)/3228

Evaluate

P = 0.75

Hence, the probability is 0.75

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a) Let λ be an unbiased estimator for λ, and X be a random variable with mean zero. Show that λ + X is also an unbiased estimator for λ. b) Given E(λ) = aλ +b and a ≠ 0, show that (λ-b)/a is an unbiased estimated for λ.

Answers

[tex]\frac{(λ-b)}{a}[/tex] is an unbiased estimator for λ

a) To show that λ + X is an unbiased estimator for λ, we need to show that its expected value is equal to λ.

We know that λ is an unbiased estimator for λ, which means that E(λ) = λ.

Now, let's calculate the expected value of λ + X:

E(λ + X) = E(λ) + E(X)

Since E(X) = 0 (given that X has mean zero), we have:

E(λ + X) = E(λ) + 0

E(λ + X) = E(λ)

E(λ + X) = λ

Therefore, λ + X is an unbiased estimator for λ.

b) Given E(λ) = aλ + b and a ≠ 0, we can find an unbiased estimator for λ by solving for λ in terms of [tex]\frac{(λ-b)}{a}[/tex].

We have:

E(λ) = aλ + b

Dividing both sides by a, we get:

[tex]\frac{E(λ)}{a} = λ +\frac{b}{a}[/tex]


Subtracting [tex]\frac{b}{a}[/tex] from both sides, we have:

[tex]\frac{E(V)}{a} - \frac{b}{a} } =  λ[/tex]

Simplifying, we get:

[tex]\frac{(λ - b)}{a} = \frac{E(λ - b)}{a} - \frac{b}{a}[/tex]

Therefore, [tex]\frac{(λ-b)}{a}[/tex] is an unbiased estimator for λ.

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The area of a square is defined by, A(x) = x2 - 6x + 9. What is the length of a side of the square?

Answers

The length of one side of the square is 3, as solving for "x" in the equation A(x) = x² - 6x + 9 yields (x - 3)² = 0, which has a solution of x = 3.

The area of a square is typically calculated using the formula A = s², where "s" represents the length of one side of the square.

In this problem, we are given the area of the square as A(x) = x² - 6x + 9.

To find the length of one side of the square, we need to solve for "x" in the equation A(x) = x² - 6x + 9.

Setting A(x) equal to zero

x² - 6x + 9 = 0

Factoring the quadratic

(x - 3)² = 0

Expanding the squared term

x - 3 = 0

Solving for "x"

x = 3

Therefore, the length of one side of the square is 3.

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You are conducting a research study. You give a group of participants an accelerometer. When you're analyzing this data, you realize that all participants had the highest levels of physical activity on Day 1. You decide to exclude this data. Excluding this data is an example of trying to avoid: Select one: a Rosenthal Effect b Getting a non significant statistical finding C Hawthorne Effect Od More data to sort through

Answers

Hawthorne Effect

You are conducting a research study and giving a group of participants an accelerometer. When analyzing the data, you notice that all participants had the highest levels of physical activity on Day 1. You decide to exclude this data. Excluding this data is an example of trying to avoid: Hawthorne Effect

The Hawthorne Effect refers to the phenomenon where participants modify their behavior in response to being observed or aware of being part of a study. By excluding the data from Day 1, you are trying to avoid the potential influence of this effect on the study results.

You collect your data by watching the employees during their work breaks. If employees are aware that you are observing them, this can affect your study's results. For example, you may record higher or lower smoking rates than are genuinely representative of the population under study.

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1 point) A poll is taken in which 330 out of 550 randomly selected voters indicated their preference for a certain candidate. (a) Find a 90% confidence interval for p. 0.557 < p 0.642 (b) Find the margin of error for this 90% confidence interval for p. 0.042 (c) Without doing any calculations, indicate whether the margin of error is larger or smaller or the same for an 80% confidence interval. A. larger B. smaller C. same

Answers

This is because as the level of confidence decreases, the corresponding z-score becomes smaller, which in turn results in a smaller margin of error.

(a) To find a 90% confidence interval for the proportion p, we can use the formula:

CI = p ± z*(sqrt(p*(1-p)/n))

where p is the sample proportion, n is the sample size, and z is the z-score corresponding to the desired level of confidence (in this case, 90%).

We are given that p = 330/550 = 0.6 and n = 550. Using a standard normal distribution table, the z-score for a 90% confidence interval is approximately 1.645.

Substituting these values into the formula, we get:

CI = 0.6 ± 1.645*(sqrt(0.6*(1-0.6)/550))

= 0.6 ± 0.042

= (0.558, 0.642)

Therefore, a 90% confidence interval for the proportion of voters who indicated their preference for the candidate is 0.558 to 0.642.

(b) The margin of error for this 90% confidence interval is given by:

ME = z*(sqrt(p*(1-p)/n))

where z is the z-score corresponding to the desired level of confidence and p and n are as before.

Substituting the values we obtained earlier, we get:

ME = 1.645*(sqrt(0.6*(1-0.6)/550))

= 0.042

Therefore, the margin of error for this 90% confidence interval is 0.042.

(c) Without doing any calculations, we can see that the margin of error for an 80% confidence interval will be smaller than that for a 90% confidence interval. This is because as the level of confidence decreases, the corresponding z-score becomes smaller, which in turn results in a smaller margin of error.

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2. which conditions must hold for inferential procedures to be valid for this scenario? select all that apply. a. the expected count for each level of the categorical variable must be at least 5. b. the two sample groups must be independent of each other. c. the data distribution for both men's and women's hemoglobin levels must be normally distributed or each sample size must be larger than 30. d. the observations within each sample must be independent. e. there must be 10 successes and 10 failures in each sample.

Answers

The conditions that must hold for inferential procedures to be valid for this scenario are:

(b) the two sample groups must be independent of each other, (c) the data distribution for both men's and women's hemoglobin levels must be normally distributed or each sample size must be larger than 30, and (d) the observations within each sample must be independent.

(b) The two sample groups must be independent of each other because the samples should not be related in any way that could influence the results.

(c) The data distribution for both men's and women's hemoglobin levels must be normally distributed or each sample size must be larger than 30. If the data is not normally distributed, then the Central Limit Theorem can be applied if the sample size is greater than 30.

(d) The observations within each sample must be independent to avoid bias in the results. This means that each observation should not be influenced by any other observation.

(a) The expected count for each level of the categorical variable must be at least 5. This condition is relevant for Chi-square tests of independence, which are not being used in this scenario.

(e) There must be 10 successes and 10 failures in each sample. This condition is relevant for tests of proportions, which are not being used in this scenario.

So b,c and d are correct options.

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Show your calculation steps dearly Correct you answer to 4 decimal places and report the measurement unit when applicable. Question 1 (10 marks) A salad shop is selling fruit cups. Each fruit cup consists of two types of fruit, strawberries and blue berries. The weight of strawberries in a fruit cup is normally distributed with mean 160 grams and standard deviation 10 grams. The weight of blue berries in a fruit cup is normally distributed with mean u grams and standard deviation o grams. The weight of strawberries and blue berries are independent, and it is known that the weight of a fruit cup with average of 300 grams and standard deviation of 15 grams. (a) Find the values of u and o (b) The weights of the middle 96.6% of fruit cups are between (300 - K. 300 + K) grams. Find the value of K.
C) The weights of the middle 96.6% of fruit cups are between (L1, L2) grams. Find the values of LI and L2.

Answers

(a) The values of u is 140 g and o is 13.42 g. (b) The value of K in (300 - K. 300 + K) grams is 27.15 g. C) The weights of the middle 96.6% of fruit cups are between (L1, L2) grams. The values of LI is 272.85 g and L2 is 327.15 g.

(a) The mean weight of blueberries is:

300 g - 160 g = 140 g

The standard deviation of the weight is:

Var(X + Y) = Var(X) + Var(Y)

Adding the variances:

15^2 = 10^2 + o^2

Solving for o:

o = sqrt(15^2 - 10^2) = 13.42 g

Therefore, the values of u and o are u = 140 g and o = 13.42 g.

(b) Since the distribution is normal, we can use the standard normal distribution to find K.

The middle 96.6% of a standard normal distribution corresponds to the interval (-1.81, 1.81) (using a table or calculator). Therefore,

K = 1.81 * 15 = 27.15 g

Therefore, the weights of the middle 96.6% of fruit cups are between 300 - 27.15 = 272.85 g and 300 + 27.15 = 327.15 g.

(c) Using the standard normal distribution to find the corresponding interval on the standard normal scale:

(-1.81, 1.81)

We can then scale this interval to the distribution of the weight of fruit cups by dividing by the standard deviation and multiplying by 15 g:

L1 = 300 + (-1.81) * 15 = 272.85 g

L2 = 300 + 1.81 * 15 = 327.15 g

Therefore, the weights of the middle 96.6% of fruit cups are between 272.85 g and 327.15 g.

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A student in eight grade notices that the current cost of tuition, books, and fees at a 4 year college is $15,000 per year. The family reads that there is an annual increase of $750 per year.

What will the the total cost of tuition, books, and fees for this student when this student attends college for four years, after graduating high school?

Answers

The total cost of tuition, books, and fees for this student when attending college for four years will be $64651

Assuming that the annual increase of $750 per year is compounded each year

we can use the formula for the future value of an annuity to calculate the total cost of tuition, books, and fees for the four years:

[tex]FV = PMT \frac{((1 + r)^n - 1)}{r}[/tex]

In this case, PMT = $15,000, r = 750/15000 = 0.05, and n = 4.

Plugging in these values, we get:

Total cost or FV = $15,000 x ((1 + 0.05)⁴ - 1) / 0.05

FV = $15,000 x(1.2155)-1)/0.05

FV = $15,000 x 0.2155/0.05

FV = $15,000 x4.31

FV = $64651

Hence, the total cost of tuition, books, and fees for this student when attending college for four years will be $64651

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What is the distance between the 0s of the function defined by 3x²-5x-2?

Answers

Answer:

replace

y

with

0

and solve for

x

.

Step-by-step explanation:

x=-1/3,2

data set livestock contains annual sheep livestock numbers in asia from 1961 to 2007. 1a.plot the annual sheep livestock numbers against the year. describe the main features of the plot.

Answers

The plot of annual sheep livestock numbers against the year in Asia from 1961 to 2007 would provide a visual representation of the trends, fluctuations, peaks and valleys, patterns, and outliers in sheep population, offering valuable insights into the dynamics of sheep farming in Asia during the period.

The plot would show a graph with the years on the x-axis and the annual sheep livestock numbers on the y-axis. The plot would display data points connected by lines, representing the annual sheep livestock numbers for each year from 1961 to 2007.

The main features of the plot may include the following:

Trend: The plot would show the overall trend of sheep livestock numbers in Asia from 1961 to 2007. It may reveal whether the sheep population has increased, decreased, or remained relatively stable over time.

Fluctuations: The plot may show fluctuations or variations in sheep livestock numbers from year to year. These fluctuations could be due to various factors such as changes in farming practices, climate conditions, disease outbreaks, or economic factors.

Peaks and Valleys: The plot may display peaks and valleys, indicating the highest and lowest points of annual sheep livestock numbers during the period. These peaks and valleys may provide insights into significant events or trends affecting sheep population in Asia.

Patterns: The plot may reveal patterns or cycles in sheep livestock numbers over time. For example, there may be recurring patterns of increase or decrease in sheep population at regular intervals or irregular patterns that indicate changes in sheep farming practices or market demand.

Outliers: The plot may also show outliers, which are data points that deviate significantly from the overall trend. These outliers could represent exceptional years with unusually high or low sheep livestock numbers, which may warrant further investigation.

Therefore, the plot of annual sheep livestock numbers against the year in Asia from 1961 to 2007 would provide a visual representation of the trends, fluctuations, peaks and valleys, patterns, and outliers in sheep population, offering valuable insights into the dynamics of sheep farming in Asia during the period.

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I need help really bad

Answers

A)

1) the area of the shapes are given as follows:

Circle = 113.10Triangle = 225Board = 450

2) The probabilities are:

P (circle) ≈ 0.2513P (triangle and not circle) ≈ 0.2376P (neither) ≈ 0.5111

B)

1) The area of Board is = 384

The area of the circles are:

Large  = 201.06Medium  = 113.10Small = 50.27

2) The probabilities are:

P (coin falls in the smallest circle) = 0.13%P (coin fall in the largest circle but not in the other two circles = 0.55%P (Coin fall in the board but not in the circles =  0.52%

How did we do the above calculation?

A)

1)

Area of circle = πr ² = π (d/2) ² = 3.142  x (12 /2)² = 113.10

Area of the triangle = (b x h)/ 2 = (30 x15 )/ 2 = 225Area of theBoard = l x w = 30 x15 = 450

2)

i) The probability of coin landing in the circle   is given by   the ratio of the area of the circle to the area of the   board:

P(circle) = Area of circle / Area of board = 36pi / 450 ≈ 0.2513

ii)

The probability of a coin landing in the triangle but not in the circle is

P(triangle and not circle) = (A are of triangle -  area of circle) / Area of board = (225 - 36pi) / 450 ≈ 0.2376

iii) The probability of a coin landing in neither the circle nor the triangle is  P (neither) = 1 - (P(circle) +  P (triangle and not circle)) = 1 - (0.2513 + 0.2376 ) = 0.5111

B)

1)

Area of the board = 24 x 16 = 384The largest circle has a area of π(8)² = 64π = 201.06

The medium     circle has an area of π(6)² = 36π = 113.10The smallest circle has an area of π(4)² = 16π = 50.27

2)

P (coin falls in the smallest circle) = P (Area of the Smallest Circle/Area of the Board)
P  (smallest circle) = 50.27/384  = 0.13%P (coin fall in the largest circle but not in the other two circles = P(LC)/P(All Circles) = 201.06/(201.06 + 113.10 + 50.27) = 0.55%P (Coin fall in the board but not in the circles = Area of Board/Area of Circle = 201.06/384 = 0.52%


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Tammie wants to estimate the number of minutes students spend waiting for the bus each morning. She decides to take a random sample of 12 anonymous students. The results are shown below. Determine the mean of the data set.

Answers

The mean of the data set is 9.33 minutes.

How do we find the mean of the data set?

To find mean of the data set, we will add all the values and divide by the total number of values.

In this case, the sum of the values is:

= 0 + 2 + 4 + 6 + 8 + 10 + 12 + 14 + 16 + 18 + 20 + 22

= 112

There are 12 values in the data set, so the mean is:

= Sum of values / Total number of values

= 112 / 12

= 9.3333

= 9.33 minutes.

Therefore, the mean of the data set is 9.33 minutes.

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Suppose x has a distribution with = 30 and = 28.
(a) If a random sample of size n = 31 is drawn, find x, x and P(30 ≤ x ≤ 32). (Round x to two decimal places and the probability to four decimal places.)
x =
x =
P(30 ≤ x ≤ 32) =
(b) If a random sample of size n = 62 is drawn, find x, x and P(30 ≤ x ≤ 32). (Round x to two decimal places and the probability to four decimal places.)
x =
x =
P(30 ≤ x ≤ 32) =
(c) Why should you expect the probability of part (b) to be higher than that of part (a)? (Hint: Consider the standard deviations in parts (a) and (b).)
The standard deviation of part (b) is ---Select--- larger than the same as smaller than part (a) because of the ---Select--- same smaller larger sample size. Therefore, the distribution about x is ---Select--- narrower the same wider .

Answers

a) P(30 ≤ x ≤ 32) = 0.3446.

b) P(30 ≤ x ≤ 32) = 0.2868.

c) The probability of getting values between 30 and 32 for x is higher in part (b) than in part (a).

We have,

(a)

The mean of the distribution is = 30 and the standard deviation is = 28.

For a sample size n = 31, the sample mean x follows a normal distribution with mean = 30 and standard deviation = /√n = 28/√31 = 5.02 (approx.).

Therefore, x ~ N(30, 5.02).

The probability P(30 ≤ x ≤ 32) can be found by standardizing the values using the formula z = (x - ) / , where z is the standard normal variable.

z1 = (30 - 30) / 5.02 = 0

z2 = (32 - 30) / 5.02 = 0.40

P(30 ≤ x ≤ 32) = P(0 ≤ z ≤ 0.40) = 0.3446 (approx.)

Therefore, x = 30, x = 5.02, and P(30 ≤ x ≤ 32) = 0.3446 (approx.).

(b)

For a sample size n = 62, the sample mean x follows a normal distribution with mean = 30 and standard deviation = /√n = 28/√62 = 3.56 (approx.).

Therefore, x ~ N(30, 3.56).

The probability P(30 ≤ x ≤ 32) can be found using the same method as in part (a).

z1 = (30 - 30) / 3.56 = 0

z2 = (32 - 30) / 3.56 = 0.56

P(30 ≤ x ≤ 32) = P(0 ≤ z ≤ 0.56) = 0.2868 (approx.)

Therefore, x = 30, x = 3.56, and P(30 ≤ x ≤ 32) = 0.2868 (approx.).

(c)

The standard deviation of part (b) is smaller than part (a) because of the larger sample size.

Therefore, the distribution about x is narrower in part (b) than in part (a). This means that the sample mean x in part (b) is likely to be closer to the population mean than the sample mean x in part (a).

As a result, the probability of getting values between 30 and 32 for x is higher in part (b) than in part (a).

Thus,

a) P(30 ≤ x ≤ 32) = 0.3446.

b) P(30 ≤ x ≤ 32) = 0.2868.

c) The probability of getting values between 30 and 32 for x is higher in part (b) than in part (a).

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If H is the circumcenter of triangle BCD find each measure

Answers

We have found the measures of CD, CE, HD, GD, HG, and HF in triangle BCD, given that H is the circumcenter of the triangle.

In triangle BCD, the circumcenter H is the point where the perpendicular bisectors of the sides of the triangle intersect. This point is equidistant from the three vertices of the triangle.

Using the properties of the circumcenter, we can find the measures of various sides and angles of the triangle:

CD = 2FD, where FD is the foot of the perpendicular from H to CD.

CE = BE = 26, since H is equidistant from B and C.

HD = HC = 33, since H is equidistant from D and C.

GD = 1/2BD = 1/2(58) = 29, since H is equidistant from B and D.

HG = √HD² - GD² = √33² - 29² = 2√62 ≈ 15.75, using the Pythagorean theorem.

HF = √HD² - FD² = √33² - 32² = √65 ≈ 8.06, using the Pythagorean theorem.

Therefore, we have found the measures of CD, CE, HD, GD, HG, and HF in triangle BCD, given that H is the circumcenter of the triangle.

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Which linear system has this matrix of constants? `[[12],[11],[4]]

Answers

The matrix of constants you provided [[12],[11],[4]] represents a system of linear equations with 3 variables and 1 equation, which is an underdetermined system.

To write the system of equations in the form Ax = b, where A is the matrix of coefficients, x is the vector of variables, and b is the vector of constants, we can set:

12x1 = 11x2 + 4x3

where x1, x2, and x3 are the variables of the system.

Note that this system has infinitely many solutions, since there are more variables than equations. In other words, we can choose any value for one of the variables and solve for the other two.

Assuming that you meant to ask for the simplified form of the expression:

The formula is (a × x) = (a × x) + (b × a × x)

We can first simplify the expression by combining like terms:

(1 + 4b) is equal to (axe) + b(ax) + c(a × x) + d(a × x)√(ax)

Therefore, the simplified expression is:

(1 + 4b)√()axe) + b(ax) + c(a × x) + d(a × x)√(ax)

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in order to determine whether or not there is a significant difference between the mean hourly wages paid by two companies (of the same industry), the following data have been accumulated. company a company b sample size 70 45 sample mean $17.75 $16.50 sample standard deviation $1.00 $0.95 find a point estimate for the difference between the two population means.

Answers

The point estimate for the difference between the two population means is $1.25.

To find the point estimate for the difference between the two population means, subtract the sample mean of company B from the sample mean of company A:

Point estimate = $17.75 - $16.50 = $1.25

This means that the average hourly wage in company A is estimated to be $1.25 higher than the average hourly wage in company B. It's important to note that this is just a point estimate and not a conclusive result. To determine if this difference is statistically significant, further hypothesis testing would be needed.

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12. Let the continuous random vector (X, Y) have the joint pdf f(x, y) = c(x+y) over the unit square.
i. Find the value of e so that the function is a valid joint pdf.
ii. Find P(X<.5, Y <5).
iii. Find P(YX).
iii. Find P(X + Y) < 5
iv. Compute E(XY) and E(X + Y).

Answers

(i) c = 1/2 and the joint pdf is f(x, y) = (x+y)/2 over the unit square.

(ii) 1/16

(iii) 1/9

iv)  5/3

(v) E(X+Y) = 5/6.

we have,

i.

In order for f(x, y) to be a valid joint pdf, it must satisfy two conditions:

It must be non-negative for all (x,y)

The integral over the entire support must equal 1.

To satisfy the first condition, we need c(x+y) to be non-negative.

This is true as long as c is non-negative and x+y is non-negative over the support, which is the unit square [0,1]x[0,1]. Since x and y are both non-negative over the unit square, we need c to be non-negative as well.

To satisfy the second condition, we integrate f(x, y) over the unit square and set it equal to 1:

1 = ∫∫ f(x, y) dx dy

 = ∫∫ c(x+y) dx dy

 = c ∫∫ (x+y) dx dy

 = c [∫∫ x dx dy + ∫∫ y dx dy]

 = c [∫ 0^1 ∫ 0^1 x dx dy + ∫ 0^1 ∫ 0^1 y dx dy]

 = c [(1/2) + (1/2)]

 = c

ii.

P(X < 0.5, Y < 0.5) can be found by integrating the joint pdf over the region where X < 0.5 and Y < 0.5:

P(X < 0.5, Y < 0.5) = ∫ 0^0.5 ∫ 0^0.5 (x+y)/2 dy dx

                    = ∫ 0^0.5 [(xy/2) + (y^2/4)]_0^0.5 dx

                    = ∫ 0^0.5 [(x/4) + (1/16)] dx

                    = [(x^2/8) + (x/16)]_0^0.5

                    = (1/32) + (1/32)

                    = 1/16

iii.

P(Y<X) can be found by integrating the joint pdf over the region where

Y < X:

P(Y < X) = ∫ 0^1 ∫ 0^x (x+y)/2 dy dx

        = ∫ 0^1 [(xy/2) + (y^2/4)]_0^x dx

        = ∫ 0^1 [(x^3/6) + (x^3/12)] dx

        = (1/9)

iv.

P(X+Y) < 5 can be found by integrating the joint pdf over the region where X+Y < 5:

P(X+Y < 5) = ∫ 0^1 ∫ 0^(5-x) (x+y)/2 dy dx

          = ∫ 0^1 [(xy/2) + (y^2/4)]_0^(5-x) dx

          = ∫ 0^1 [(x(5-x)/2) + ((5-x)^2/8)] dx

          = 5/3

v.

The expected value of XY can be found by integrating the product xy times the joint pdf over the entire support:

E(XY) = ∫∫ xy f(x, y) dx dy

E(XY) = ∫∫ xy (x+y)/2 dx dy

= ∫∫ (x^2y + xy^2)/2 dx dy

= ∫ 0^1 ∫ 0^1 (x^2y + xy^2)/2 dx dy

= ∫ 0^1 [(x^3*y/3) + (xy^3/6)]_0^1 dy

= ∫ 0^1 [(y/3) + (y/6)] dy

= 1/4

The expected value of X+Y can be found by integrating the sum (x+y) times the joint pdf over the entire support:

E(X+Y) = ∫∫ (x+y) f(x, y) dx dy

      = ∫∫ (x+y) (x+y)/2 dx dy

      = ∫∫ [(x^2+2xy+y^2)/2] dx dy

      = ∫ 0^1 ∫ 0^1 [(x^2+2xy+y^2)/2] dx dy

      = ∫ 0^1 [(x^3/3) + (xy^2/2) + (y^3/3)]_0^1 dy

      = ∫ 0^1 [(1/3) + (y/2) + (y^2/3)] dy

      = 5/6

Thus,

(i) c = 1/2 and the joint pdf is f(x, y) = (x+y)/2 over the unit square.

(ii) 1/16

(iii) 1/9

iv)  5/3

(v) E(X+Y) = 5/6.

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The Fourier transform of the function: f(t) = sin 3t,k≤|t|≤2k 0, |t| a.-i[(sin2k(w-3)-sink(w-3)/w-3 )-(sin2k(w+3)-sink(w+3)/w-3)]
b.-1/2[(sin2k(w-3)-sink(w-3)/w-3 )-(sin2k(w+3)-sink(w+3)/w-3)]
c.i[(sin2k(w-3)-sink(w-3)/w-3 )-(sin2k(w+3)-sink(w+3)/w-3)]
d.none of the above

Answers

Its Fourier transform is also 0.

The Fourier transform of a function f(t) is defined as:

F(w) = (1/√(2π)) ∫[from -∞ to +∞] f(t) e^(-iwt) dt

Let's find the Fourier transform of the given function f(t) = sin 3t, k≤|t|≤2k and 0, |t|>2k.

For k≤|t|≤2k, we can write:

f(t) = sin 3t

= (1/2i) (e^(i3t) - e^(-i3t))

Using the Fourier transform properties, we can write:

F(w) = (1/2i) [∫[from -2k to -k] e^(i3t) e^(-iwt) dt + ∫[from k to 2k] e^(i3t) e^(-iwt) dt]

Applying the integral formula ∫ e^(ax) dx = (1/a) e^(ax) + C, we get:

F(w) = (1/2i) [(1/i(3-w))(e^(i(3-w)2k) - e^(i(3-w)k)) + (1/i(3+w))(e^(i(3+w)k) - e^(i(3+w)2k))]

Simplifying the above expression, we get:

F(w) = (1/2) [(sin(2kw-3) - sin(kw-3))/(kw-3) + (sin(kw+3) - sin(2kw+3))/(kw+3)]

For |t|>2k, f(t) = 0. Thus, its Fourier transform is also 0.

Therefore, the correct option is d. none of the above.

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A meteorologist recorded farenheit temperatures in four cities around the world. list these cities in order from coldest to warmest temperature
5 degrees
-6 degrees
-7 degrees
-9 degrees
12 degrees

Answers

The list of the temperature from coldest to warmest temperature includes:

-9 degrees-7 degrees-6 degrees5 degrees12 degrees

What is the order of temperatures in Fahrenheit of the four cities?

The temperatures (Fahrenheit) of the 4 cities from coldest to warmest includes -9 degrees, -7 degrees, -6 degrees, 5 degrees and 12 degrees.

The coldest temperature is -9 degrees, followed by -7 degrees, then -6 degrees. The positive temperature is  5 degrees and 12 degrees.

We must note these temperatures are in Fahrenheit which is not the standard unit of measurement used in all countries, so, we must specify the unit when reporting temperatures.

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Anthony went on a bike ride. He rode two-thirds of a mile in three-fourths of an hour. What was his biking speed in miles
per hour?

Answers

Answer:

Speed= distance/ time

Speed= (2/3)/(3/4) = 0.88 miles/hr

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