The IQR is the best measure of variability, and it equals 4.
Option C is the correct answer.
What is the interquartile range (IQR) supposed to mean?
The range provides us with a gauge of how dispersed our entire data collection is. The interquartile range, which reveals the distance between the first and third quartiles, depicts the dispersion of the middle 50% of our collection of data.
We have,
The appropriate measure of variability for the data is the interquartile range (IQR), which is the range of the middle 50% of the data.
In other words, it is the difference between the third quartile (Q3) and the first quartile (Q1).
From the box plot, we can see that the box extends from 17 to 21 on the number line, with a line at 19 inside the box.
This means that Q1 is 17 and Q3 is 21.
The IQR is:
IQR = Q3 - Q1 = 21 - 17 = 4
Thus,
The IQR is the best measure of variability, and it equals 4.
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Let a, b ∈ Z be integers not both zero and c = gcd(a, b) be the greatest common divisor of a and b. Prove that the following two sets are equal, A = B, where A = {x ∈ Z | x = at + bs for some t, s ∈ Z }, and B = {x ∈ Z | x = ct for some t ∈ Z}
The sets A and B, defined as A = {x ∈ Z | x = at + bs for some t, s ∈ Z} and B = {x ∈ Z | x = ct for some t ∈ Z}, are equal. This is because every element in A can be expressed as an element in B and vice versa, based on the properties of the greatest common divisor.
To prove that the sets A = B, where A = {x ∈ Z | x = at + bs for some t, s ∈ Z} and B = {x ∈ Z | x = ct for some t ∈ Z}, we need to show that every element in A is also in B, and vice versa.
First, let's show that every element in A is in B:
Let x be an element in A. This means there exist integers t and s such that x = at + bs.
Since c = gcd(a, b), we can express a and b as a = c * a' and b = c * b', where a' and b' are integers.
Substituting these expressions into x, we have:
x = (c * a')t + (c * b')s
x = c(a't + b's)
Since a't + b's is an integer (as it is the sum of two integers), we can let t' = a't + b's, where t' is also an integer.
Therefore, x = ct', where t' = a't + b's is an integer.
This shows that every element in A is in B.
Next, let's show that every element in B is in A:
Let x be an element in B. This means there exists an integer t such that x = ct.
Since c = gcd(a, b), we know that c divides both a and b. Therefore, we can express a and b as a = cx and b = cy, where x and y are integers.
Substituting these expressions into x, we have:
x = c * t
x = c * (xt)
Since xt is an integer (as it is the product of two integers), we can let s = xt, where s is also an integer.
Therefore, x = at + bs, where t = xt and s = y.
This shows that every element in B is in A.
Since we have shown that every element in A is in B and every element in B is in A, we conclude that A = B.
Hence, the sets A and B are equal, as desired.
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Please answer
convert decimal divison expressions to fractional division expressions to create whole number divisions.
1. 35.7 ÷ 0.07
2. 486.12 ÷ 0.6
3. 3.43 ÷ 0.035
4. 5,418.54 ÷ 0.009
5. 812.5 ÷ 1.25
6. 17.343 ÷ 36.9
Will give brainliest to best answer!!
Step-by-step explanation:
1. 35.7/0.07=510
2. 486.12/0.6=810.2 approximately 810
3. 3.43/0.035=98
4. 5418.54/0.009=602,060
5. 812.5/1.25=650
6. 17.343/36.9=0.47 approximately 1
Consider the following random sample of data: 9,−1,9,−6,5,−6,−3,5,10,90 a) What is the mean of the sample data? Round your response to at least 2 decimal places. b) If the outlier is removed, what is the mean of the remaining sample data? Round your response to at least 2 decimal places.
a)The mean of the sample data is 11.2, rounded to 2 decimal places.
The sum of the data is:9 + (-1) + 9 + (-6) + 5 + (-6) + (-3) + 5 + 10 + 90 = 112. Now we can divide the sum by the number of data to obtain the mean.
The number of data is 10. mean = (sum of data) / (number of data) = 112 / 10 = 11.2. Therefore, the mean of the sample data is 11.2, rounded to 2 decimal places.
b) The mean of the remaining sample data is 1.33, rounded to 2 decimal places.
If the outlier is removed, we will have the sample data: 9, -1, 9, -6, 5, -6, -3, 5, 10.We can start by calculating the sum of the remaining data. The sum of the data is:9 + (-1) + 9 + (-6) + 5 + (-6) + (-3) + 5 + 10 = 12.
Now we can divide the sum by the number of data to obtain the mean. The number of data is 9. μ = (sum of data) / (number of data) = 12 / 9 = 4/3 = 1.33Therefore, the mean of the remaining sample data is 1.33, rounded to 2 decimal places.
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A puppy weighs 2.8 pounds at birth and gain about .5 pounds per week. A kitten weighs 1.4 pounds at birth and gain about 1.2 pounds per week. In how many weeks will the weight of the kitten be less than the weight of the puppy?
Answer:
2 weeks
Step-by-step explanation:
The ages (years) of three government officials when they died in office were 56, 46, and 60. Complete parts (a) through () a. Assuming that 2 of the ages are randomly selected with replacement, list the difflerent possible samples O A. (56,56), (56,46),(56,60),(46,46),(46,60),(60,60) ○ B. (56,46),(56,60),(46,56),(46.60)·(00,56),(60A6) O C. (56,46),(56,60),(46,60) O D. (56,56), (56,46)(56,60),(46,56),(46,46),(46,60),(60,56),(60,46),(60,60) b. Find the range of each of the samples, then summarize the sampling distribution of the ranges in the format of a table representing the probability distribution Sample Range Probability Type an integer or a fraction.) c. Compare the population range to the mean of the sample ranges Choose the correct answer below
a) The different possible samples, assuming 2 ages are randomly selected with replacement, are:
A. (56, 56), (56, 46), (56, 60), (46, 46), (46, 60), (60, 60)
B. (56, 46), (56, 60), (46, 56), (46, 60)
C. (56, 46), (56, 60), (46, 60)
D. (56, 56), (56, 46), (56, 60), (46, 56), (46, 46), (46, 60), (60, 56), (60, 46), (60, 60)
b) To find the range of each sample, we subtract the minimum age from the maximum age. The sampling distribution of the ranges can be summarized in the following table representing the probability distribution:
Sample Range Probability
2 2/9
10 3/9
14 3/9
c) To compare the population range to the mean of the sample ranges, we need the population range. Since the given information only provides the ages of the government officials when they died, the population range cannot be determined. Therefore, we cannot compare the population range to the mean of the sample ranges.
Note: The actual range of the population would depend on the complete set of ages of government officials, which is not provided in the given information.
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Please answer correctly !!!!!!!!!!!!!!!!! Will mark Brianliest !!!!!!!!!!!!!!!!!!
Answer:
106°
Step-by-step explanation:
they are parallel to each other
Answer: 106
Step-by-step explanation:
Each month, Megan babysits for a total of 50 hours. How many hours will she spend
babysitting in a year?
600 hours
Step-by-step explanation:
I year = 12 months
I month = 50 hours
Total = 50×12
= 600
Evaluate 1/6 + 2/3. Can you please explain how you got your answer?
A. 3/18
B. 5/6
C. 1/5
D. 1 1/6
Answer:
5/6
Step-by-step explanation:
1/6 + 2/3
Get a common denominator of 6
1/6 + 2/3 *2/2
1/6 + 4/6
Add the numerators
5/6
Answer:
B
Step-by-step explanation:
1. Get the common denominator
2 × 2 = 4
_______ = (4/6)
3 × 2 = 6
(4/6)+(1/6)= 5/6
10. It takes about me 25 minutes to make out a test for a mathematics dass How long will it take to make
out tests for all five of my classes?
Answer:
2 hours and 5 minutes or 125 minutes
Step-by-step explanation:
25minutes per class
5 classes
25 * 5 = 125 minutes = 2 hours and 5 minutes
Given 2y + 16 = 5x y(0) = 3.6 the value of y(3) using Euler's method and a step size of h = 1.5 is
Using Euler's method with a step size of h = 1.5, the value of y(3) is approximately -13.025.
To approximate the value of y(3) using Euler's method with a step size of h = 1.5, we can iteratively compute the values of y at each step.
The given differential equation is:
2y + 16 = 5x
We are given the initial condition y(0) = 3.6, and we want to find the value of y at x = 3.
Using Euler's method, the update rule is:
y(i+1) = y(i) + h * f(x(i), y(i))
where h is the step size, x(i) is the current x-value, y(i) is the current y-value, and f(x(i), y(i)) is the value of the derivative at the current point.
Let's calculate the values iteratively:
Step 1:
x(0) = 0
y(0) = 3.6
f(x(0), y(0)) = (5x - 16) / 2 = (5 * 0 - 16) / 2 = -8
y(1) = y(0) + h * f(x(0), y(0)) = 3.6 + 1.5 * (-8) = 3.6 - 12 = -8.4
Step 2:
x(1) = 0 + 1.5 = 1.5
y(1) = -8.4
f(x(1), y(1)) = (5x - 16) / 2 = (5 * 1.5 - 16) / 2 = -6.2
y(2) = y(1) + h * f(x(1), y(1)) = -8.4 + 1.5 * (-6.25) = -8.4 - 9.375 = -17.775
Step 3:
x(2) = 1.5 + 1.5 = 3
y(2) = -17.775
f(x(2), y(2)) = (5x - 16) / 2 = (5 * 3 - 16) / 2 = 2.5
y(3) = y(2) + h * f(x(2), y(2)) = -17.775 + 1.5 * 2.5 = -17.775 + 3.75 = -13.025
Therefore, using Euler's method with a step size of h = 1.5, the value of y(3) is approximately -13.025.
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Solve the following IVPs using Laplace transform: a. y' + 2y' + y = 0, y(0) = 2, y'(0) = 2.
The solution to the IVP is:
y(t) = 4e^(-t), y(0) = 2, y'(0) = 2.
To solve this IVP using Laplace transform, we first take the Laplace transform of both sides of the differential equation:
L{y' + 2y' + y} = L{0}
Using the linearity of the Laplace transform and the derivative property, we can simplify this to:
L{y'} + 2L{y} + L{y} = 0
Next, we use the Laplace transform of the derivative of y and simplify:
sY(s) - y(0) + 2sY(s) - y'(0) + Y(s) = 0
Substituting in the initial conditions y(0) = 2 and y'(0) = 2, we have:
sY(s) - 2 + 2sY(s) - 2 + Y(s) = 0
Simplifying this equation, we get:
(s + 1)Y(s) = 4
Dividing both sides by (s + 1), we get:
Y(s) = 4/(s + 1)
Now, we need to take the inverse Laplace transform to get the solution y(t):
y(t) = L^-1{4/(s + 1)}
Using the Laplace transform table, we know that L^-1{1/(s + a)} = e^(-at). Therefore,
y(t) = L^-1{4/(s + 1)} = 4e^(-t)
So the solution to the IVP is:
y(t) = 4e^(-t), y(0) = 2, y'(0) = 2.
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This exercise exhibits what is called a protocol failure. It provides an example where ciphertext can be decrypted by an eavesdropper, without determining the key, if a cryptosystem is used in a careless way. Now, suppose that Bob has an RSA Cryptosystem with a large modulus n for which the factorization cannot be found in a reasonable amount of time. Suppose Alice sends a message to Bob by representing each alphabetic character as an integer between 0 and 25 (i.i. A0,B1,C2,...,Z25), and then encrypting each residue modulo 26 as a separate plaintext character.
(a) Describe how Eve can easily decrypt a message which is encrypted this way.
(b) Illustrate this attack by decrypting the following ciphertext (which was encrypted using an RSA cryptosystem with n = 18721 and e = 25) without factoring the modulus: 365,0,4845,14930,2608,2608,0
The encryption is vulnerable as each residue modulo 26 corresponds to a single plaintext character. Eve can decrypt by trying all possible values and comparing them with the ciphertext.
The encryption used in this case is susceptible to a straightforward attack. Since each residue modulo 26 is encrypted as a separate character, there are only 26 possible values.
Eve can try all values from 0 to 25, encrypt them using the given RSA parameters (modulus n = 18721 and exponent e = 25), and compare the results with the ciphertext. When an encrypted residue matches the corresponding ciphertext, Eve has successfully decrypted that residue.
By repeating this process for each residue, Eve can decipher the entire message without needing to factorize the modulus. In the provided ciphertext (365, 0, 4845, 14930, 2608, 2608, 0), applying this attack reveals the plaintext as "HELLOAA".
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A roulette wheel consists of 38 slots, numbered 0, 00, 1, 2,. , 36. To play the game, a metal ball is spun around the wheel and allowed to fall into one of the numbered slots. The slots numbered 0 and 00 are green, the odd numbers are red, and the even numbers are black. (a) Determine the probability that the metal ball falls into a green slot. Interpret this probability. (b) Determine the probability that the metal ball falls into a green or a red slot. Interpret this probability. (c) Determine the probability that the metal ball falls into 00 or a red slot. Interpret this probability (d) Determine the probability that the metal ball falls into the number 31 and a black slot simultaneously. What term is used to describe this event? (a) P(green) = ___ (Type an integer or decimal rounded to four decimal places as needed. ) If the wheel is spun 100 times, one would expect about __ spin(s) to end with the ball in a green slot. (Round to the nearest integer as needed. ) (b) P(green or red) = ___
(Type an integer or decimal rounded to four decimal places as needed. ) If the wheel is spun 100 times, one would expect about __ spin(s) to end with the ball in either a green or red slot. (Round to the nearest integer as needed. ) (c) P(00 or red)= ___ (Type an integer or decimal rounded to four decimal places as needed. )
(a). There is a 5.26% chance that the metal ball falls into a green slot.
(b). There is a 52.63% chance that the metal ball falls into either a green or a red slot on any given spin of the roulette wheel.
(c). P(00 or red) ≈ 0.5263
(d). This event is called impossible.
(a) P(green) = 2/38 = 1/19 ≈ 0.0526.
This means that there is a 5.26% chance that the metal ball falls into a green slot on any given spin of the roulette wheel.
If the wheel is spun 100 times, one would expect about 5 spins to end with the ball in a green slot. (Expected value = 100 x P(green) = 100/19 ≈ 5.26, which we round to the nearest integer.)
(b) P(green or red) = P(green) + P(red) = 2/38 + 18/38 = 20/38 ≈ 0.5263. This means that there is a 52.63% chance that the metal ball falls into either a green or a red slot on any given spin of the roulette wheel.
If the wheel is spun 100 times, one would expect about 53 spins to end with the ball in either a green or red slot. (Expected value = 100 * P(green or red) = 2000/38 ≈ 52.63, which we round to the nearest integer.)
(c) P(00 or red) = P(00) + P(red) = 2/38 + 18/38 = 20/38 ≈ 0.5263. This means that there is a 52.63% chance that the metal ball falls into either 00 or a red slot on any given spin of the roulette wheel.
(d) The probability that the metal ball falls into the number 31 and a black slot simultaneously is zero, since 31 is an odd number and all odd numbers are red on the roulette wheel. This event is called impossible.
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On the spinner, the probability of landing on black is 1/2 , and the probability of landing on red is 1/3. Create a probability distribution for the experiment of spinning the spinner.
Answer:
1) \( p_i \geq 0 , \forall i\)
2)\( \sum_{i=1}^n P_i = 1, i =1,2,...,n\)
And for this case we have:
\( \frac{1}{2}+\frac{1}{6}= \frac{2}{3}\)
By the complement rule we can find the probability that the spinner land in a non black or red space:
\(p(N) = 1- \frac{1}{2} -\frac{1}{3}= \frac{1}{6}\)
And then the probability distribution would be:
Color Red Black N
Prob. 1/3 1/2 1/6
Step-by-step explanation:
For this case we have two possible outcomes for the spinner experiment:
\( p(black) =\frac{1}{2}\)
\( p(red) = \frac{1}{3}\)
In order to have a probability distribution we need to satisfy two conditions:
1) \( p_i \geq 0 , \forall i\)
2)\( \sum_{i=1}^n P_i = 1, i =1,2,...,n\)
And for this case we have:
\( \frac{1}{2}+\frac{1}{6}= \frac{2}{3}\)
By the complement rule we can find the probability that the spinner land in a non black or red space:
\(p(N) = 1- \frac{1}{2} -\frac{1}{3}= \frac{1}{6}\)
And then the probability distribution would be:
Color Red Black N
Prob. 1/3 1/2 1/6
Answer:
1/27
Step-by-step explanation:
can somebody please help me I’m begging
Given z₁ = 4 cos(cos(π/4)+isin(π/4)) and z₂=2(cos(2π/3)+isin(2π/3)), i, find z₁z₂ ii, find z₁/z₂
z_1 and z_2 are complex number;
i) z₁z₂ = 8(cos(7π/12) + isin(7π/12))
ii) z₁/z₂ = 2(cos(π/12) + isin(π/12))
To calculate z₁z₂ and z₁/z₂, we need to perform the complex number operations on z₁ and z₂. Let's break down the calculations step by step:
i) To find z₁z₂, we multiply the magnitudes and add the angles:
z₁z₂ = 4cos(cos(π/4) + isin(π/4)) * 2cos(2π/3) + isin(2π/3))
= 8cos((cos(π/4) + 2π/3) + isin((π/4) + 2π/3))
= 8cos(7π/12) + isin(7π/12)
ii) To find z₁/z₂, we divide the magnitudes and subtract the angles:
z₁/z₂ = (4cos(cos(π/4) + isin(π/4))) / (2cos(2π/3) + isin(2π/3))
= (4cos((cos(π/4) - 2π/3) + isin((π/4) - 2π/3))) / 2
= 2cos(π/12) + isin(π/12)
i) z₁z₂ = 8(cos(7π/12) + isin(7π/12))
ii) z₁/z₂ = 2(cos(π/12) + isin(π/12))
Please note that the given calculations are based on the provided complex numbers and their angles.
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PLZZZ HULPP MEEEEEEEEEE
Answer: A
Step-by-step explanation: sorry if it is wrong.
Please help due tonight.
Answer
A
Step-by-step explanation:
dr. ellison says that the equation y = -3x 7 has a solution of (2, 13). is dr. ellison right or wrong
Dr. Ellison is wrong.
To determine if the equation y = -3x + 7 has a solution of (2, 13), we can substitute the values of x and y into the equation and check if it holds true.
Substituting x = 2 and y = 13 into the equation:
13 = -3(2) + 7
13 = -6 + 7
13 = 1
The equation does not hold true since 13 is not equal to 1.
Therefore, (2, 13) is not a solution to the equation y = -3x + 7.
Hence, Dr. Ellison is incorrect in stating that (2, 13) is a solution to the equation.
An equation is a mathematical statement that indicates that two expressions are equal. It consists of variables, constants, and mathematical operations such as addition, subtraction, multiplication, division, exponentiation, etc. Equations are used to represent relationships between quantities and to solve problems in various branches of mathematics and science.
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I need help to find the answer.
EXPLANATION:
Given;
We are given a parallel pair of lines m and n, and a transversal that cuts both lines.
Required;
We are required to find the value of x.
Step-by-step solution;
When a pair of parallel lines are cut by a transversal, the angle formed by the point of intersection of one line and the transversal is equal to that formed by the other line and the transversal when they both lie on the same side of the transversal.
This means on the diagram given;
This means angle 167 on line n is equal to angle 167 on line m. These are called corresponding angles.
The same applies to angle x on the line m and the other angle on line n. They both are also corresponding angles.
Next, take note that angles that lie on either side of a vertex where two lines intersect are called vertically opposite angles (or just opposite angles).
Therefore, angle x = 167 and angle 167 = x.
ANSWER:
\(x=167\degree\)Slope of the line perpendicular to the line
The slope of the perpendicular line is the inverse reciprocal of the line on which the line is perpendicular.
What is a slope?A line's slope is determined by how its y coordinate changes in relation to how its x coordinate changes. y and x are the net changes in the y and x coordinates, respectively. Therefore, m = y/x can be used to express the change in the y coordinate with regard to the change in the x coordinate.
The slope of two parallel lines is such that the slope of one line is equal to the reciprocal of the negative slope of the other. The relationship between the slope of perpendicular lines can be represented by the formula m1 if the slopes of the two perpendicular lines are m1, m2.
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Zelly works 10 hours a week at a food market for $6.50 an hour she takes Home $5.20 an hour after deductions what is her rate for deductions use an equation to model the problem and solve it use our to represent the rate for her deductions
Answer:
$1.40/ hour
Step-by-step explanation:
The rate of the deductions is
Full amount minus new amount. This is the amount taken per hour
$6.50/ hour -$5.2/hour = rate
$1.40/ hour
a home improvement store has 11 unmarked holly plants for sale, 7 of which are female. if a homeowner buys 4plants at random, what is the probability that berries will be produced?
The probability that a plant will produce berries can be calculated as the proportion of female plants in the population, which is 7/11.
The probability that berries will be produced if the homeowner buys 4 plants at random can be calculated as the number of successful outcomes (i.e., buying 4 female plants) divided by the total number of possible outcomes (i.e., the number of ways to choose 4 plants from 11).
Since the plants are selected without replacement, this is equivalent to finding the number of combinations of 4 female plants out of 7. The formula for combinations is given by C(n,k) = n! / (k! (n-k)!).
So, the number of combinations of 4 female plants out of 7 is C(7,4) = 35. The total number of combinations of 4 plants out of 11 is C(11,4) = 330.
Therefore, the probability that berries will be produced is 35/330 = 7/66.
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a population has a per-capita growth rate of 0.5(n-15) where n is the population density
The per-capita growth rate of 0.5(n-15) indicates that the population growth rate is dependent on the population density and the carrying capacity of the environment.
Firstly, the per-capita growth rate of 0.5(n-15) implies that the growth rate of the population is directly proportional to the difference between the current population density (n) and the carrying capacity (15). The carrying capacity is the maximum population size that can be supported by the available resources in the environment.
If the population density is less than 15, meaning the environment has more resources than the current population needs, the growth rate will be positive. This means that the population will increase in size. However, as the population grows, it will eventually reach the carrying capacity, and the growth rate will decrease.
On the other hand, if the population density is greater than 15, meaning the environment has fewer resources than the current population needs, the growth rate will be negative. This means that the population will decrease in size.
It is important to note that the per-capita growth rate is a measure of the average individual's contribution to the population growth. It is calculated by dividing the total population growth by the total population size.
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Please help me ASAP
Answer:
The third option: 62.50 cubic units
Step-by-step explanation:
V=4*2.5^3
2.5^3=15.625
V=4*15.625
V=62.50
Round 468,217 to the nearest ten thousand.
Answer: 470,000
My last answer for the day :)
Explanation: When rounding to the nearest ten thousand, look at the number right after it (the thousand value).
Since the number is 8, round the 6 up by one, so 7.
If x^2 − 4x + 4 = 49, then what is x
Answer:
x=9 x=-5
Step-by-step explanation:
x² − 4x + 4 = 49
(x-2)²= 49
x-2= 7 or x-2=-7
x=9 or x=-5
Half a number plus 5 is 11.What is the number?
Let x be the number
\(\small\bold\red{→}\small\bold{(\frac{1}{2} )x + 5 = 11}\)
\(\small\bold\red{→}\small\bold{(\frac{1}{2})x + 5 - 5 = 11 - 5}\)
\(\small\bold\red{→}\small\bold{(\frac{1}{2})x = 6}\)
\(\small\bold\red{→}\small\bold{2 × (\frac{1}{2})x = 6 × 2 }\)
\(\small\bold\red{→}\small\bold{x = 12}\)
Hello.
First, "half a number" means we divide that number by 2.
Let's say the number is z.
Divide z by 2:
\(\displaystyle\frac{z}{2}\)
Add 5 to it:
\(\displaystyle\frac{z}{2} +5\)
Now, this expression equals 11:
\(\displaystyle\frac{z}{2} +5=11\)
Subtract 5 from both sides:
\(\displaystyle\frac{z}{2} =11-5\)
\(\displaystyle\frac{z}{2} =6\)
Now, in order to get rid of the fraction, we should multiply the entire equation by 2:
\(\displaystyle\frac{z}{2} *2=6*2\)
\(z=6*2\)
\(\Large\boxed{z=12}\)
I hope it helps.
Have an outstanding day. :)
\(\boxed{imperturbability}\)
Given g(x)=√x - 4 + 3 find g-¹(5)=
A 26
B 67
C4
D 8
Answer:
D
Step-by-step explanation:
D.D.D..D.D.D.D.D.D.D.D D D. D.D.D.
It has been claimed that the best predictor of todays weather is todays weather. Suppose in the town of Octapa, if it rained yesterday, then there is a 60% chance of rain today, and if it did not rain yesterday there is an 85% chance of no rain today. A) find the transition matrix describing the rain probabilities. B) if it rained monday, what is the probability it will rain Wednesday? C) if it did not rain Friday, what is the probability of rain Monday? D) using the matrix from A. find the steady-state vector. use this to determine the probability that it will be raing at the end of time.
Therefore, the probability that it will be raining at the end of time is 37.5%.
A) To describe the transition matrix, we can use the following notation: R = It will rain N = It will not rain
Since it is given that if it rained yesterday, then there is a 60% chance of rain today, and if it did not rain yesterday there is an 85% chance of no rain today.
Thus, the transition matrix would be as follows:| P(R/R) P(N/R)| P(R/N) P(N/N)| = |0.6 0.4| |0.15 0.85|
B) If it rained Monday, then we need to find the probability that it will rain Wednesday.
We can find this by multiplying the probability of rain on Wednesday given that it rained on Monday and the probability that it rained on Monday.
Thus, the probability of rain on Wednesday, given that it rained on Monday would be:0.6 x 0.6 = 0.36So, there is a 36% chance that it will rain on Wednesday given that it rained on Monday.
C) If it did not rain Friday, then we need to find the probability of rain on Monday. Using Bayes' theorem, we can write: P(R/M) = P(M/R)P(R)/[P(M/R)P(R) + P(M/N)P(N)]where, M = It did not rain Friday= 0.15 (from the transition matrix)P(R) = Probability of rain = 0.6 (given in the problem)P(N) = Probability of no rain = 0.4 (calculated from 1 - P(R))P(M/R) = Probability of it not raining on Friday given that it rained on Thursday = 0.4P(M/N) = Probability of it not raining on Friday given that it did not rain on Thursday = 0.85Substituting these values, we get: P(R/M) = 0.4 x 0.6/[0.4 x 0.6 + 0.85 x 0.4] = 0.31 So, there is a 31% chance of rain on Monday given that it did not rain on Friday.
D) The steady-state vector is the vector that describes the probabilities of being in each of the states in the long run. To find the steady-state vector, we need to solve the following equation: πP = πwhere,π = steady-state vector P = transition matrix Substituting the values from the transition matrix, we get:| π(R) π(N)| |0.6 0.4| = | π(R) π(N)| | π(R) π(N)| |0.15 0.85| | π(R) π(N)|
Simplifying this, we get the following two equations:π(R) x 0.6 + π(N) x 0.15 = π(R)π(R) x 0.4 + π(N) x 0.85 = π(N) Solving these equations, we get: π(R) = 0.375π(N) = 0.625So, the steady-state vector is:| π(R) π(N)| = |0.375 0.625|This means that in the long run, there is a 37.5% chance of rain and a 62.5% chance of no rain.
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