Answer:
E[X|Y = y] = E[X] (by the definition of independence)
Step-by-step explanation:
How to find linearity of the expected value?To show that E[aX + bY + c] = aE[X] + bE[Y] + c, we can use the linearity of the expected value:
E[aX + bY + c] = E[aX] + E[bY] + E[c] (by linearity of E[ ])
= aE[X] + bE[Y] + c (since E[c] = c for any constant c)
To show that Var(aX + bY + c) = aVar(X) + 2abCov(X, Y) + b2Var(Y), we can use the definition of variance:
Var(aX + bY + c) = E[(aX + bY + c - E[aX + bY + c])^2]
= E[((aX - aE[X]) + (bY - bE[Y]) + c)^2]
= E[(aX - aE[X])^2] + E[(bY - bE[Y])^2] + E[c^2]
+ 2aE[(aX - aE[X])(bY - bE[Y])] + 2cE[aX - aE[X]] + 2cE[bY - bE[Y]]
= a^2 E[(X - E[X])^2] + b^2 E[(Y - E[Y])^2] + c^2 + 2abE[(X - E[X])(Y - E[Y])]
+ 2ac(aE[X] - aE[X]) + 2bc(E[Y] - E[Y])
= aVar(X) + b^2Var(Y) + 2abCov(X, Y)
Finally, if X and Y are independent, then Cov(X, Y) = 0, so:
E[X|Y = y] = E[X] (by the definition of independence)
This means that the expected value of X given a particular value of Y is simply the expected value of X, regardless of the value of Y.
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Estimate ΔyΔy using differentials.
y=cos(5x),=/30,x=0.055
(Give your answer to three decimal places.)
The estimated change in yy using differentials is -0.00679. This means that if xx is increased by 0.005, then yy is estimated to decrease by 0.00679. The differential of yy is dy=-5sin(5x)dxdy=−5sin(5x)dx. We are given that y=cos(5x)=π/30y=cos(5x)=π/30 and x=0.055x=0.055.
We want to estimate ΔyΔy, which is the change in yy when xx is increased by 0.005. We can use the differential to estimate ΔyΔy as follows:
Δy≈dy≈dy=-5sin(5x)dx
Plugging in the values of y, x, and dxdx, we get:
Δy≈-5sin(5(0.055))(0.005)≈-0.00679
Therefore, the estimated change in yy using differentials is -0.00679.
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f(-2)=__
numerical answers expected!
answer for blank 1:
Answer:
2
Step-by-step explanation:
The question is asking what the value of f(x), or y, is when x equals -2.
When x = -2, y = 2. Therefore, f(-2) = 2.
The area of a circle is 42.71m2.
Find the length of the diameter rounded to 1 DP.
PLEASE IM BEGGING ANSWER THIS ASAP
Answer:
d=7.4
d= =square 1.
Step-by-step explanation:
Answer:
7.4 meters
Step-by-step explanation:
Solve for the radius:
\(A=\pi r^2\)
\(42.71=\pi r^2\)
\(\frac{42.71}{\pi}=r^2\)
\(\sqrt{\frac{42.71}{\pi}}=r\)
Solve for the diameter:
\(d=2r\)
\(d=2\sqrt{\frac{42.71}{\pi}}\)
\(d\approx7.4\)
Therefore, the diameter of the circle is about 7.4 meters
There were 20 balloons at the beginning of a party. By the end of the party,n of them had popped. using n, write an expression for the number of the balloons that were left
expression: 20 - n
total balloons = 20popped balloons = nnumbers of balloons left = total balloons - popped balloons
numbers of balloons left = 20 - n
Answer:
20 - n balloons remained
Explanation:
To find how much balloons remained after the party, we need to subtract the number of balloons popped from the total balloons.Finding how much balloons remained:
We know that there were 20 balloons at the beginning of the party and n balloons popped when the party was over.20 - n balloons remained.
X is a uniform random variable with parameters 0 and 1.Find a function g(x) such that the PDF of Y = g(x) is fY(y) = 3y^2 0<= y <=1,0 otherwise
The function g(x) that satisfies the given PDF of Y is g(x) = Y = 3x².
To find the function g(x), we need to use the transformation method. We know that Y = g(X), so we can use the following formula:
fY(y) = fX(x) * |dx/dy|
where fX(x) is the PDF of X, and |dx/dy| is the absolute value of the derivative of g(x) with respect to y.
In this case, X is a uniform random variable with parameters 0 and 1, so its PDF is:
fX(x) = 1 for 0 <= x <= 1, 0 otherwise.
Now we need to find g(x) such that fY(y) = 3y² for 0 <= y <= 1, 0 otherwise. Let's set g(x) = Y = 3x².
Then, we can find the derivative of g(x) with respect to y:
dy/dx = 6x
|dx/dy| = 1/|dy/dx| = 1/6x
Now we can substitute fX(x) and |dx/dy| into the formula:
fY(y) = fX(x) * |dx/dy|
fY(y) = 1 * 1/6x
fY(y) = 1/6(√y)
We can see that this matches the desired PDF of Y, which is 3y² for 0 <= y <= 1, 0 otherwise.
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30 POINTS + BRAINLIEST TO FIRST CORRECT ANSWER!
The ratio table below shows the relationship between the number of bricks in a wall and the length of the wall.
Brick Wall
Number of bricks Length (ft)
6 3
8 4
12 6
18 9
When the number of bricks is multiplied by 2, the length is multiplied by
1.
2.
3.
6.
Answer:
The length will be multiplied by 2.
Step-by-step explanation:
By looking at the first and third ratio, we know that the no. of birck have been multiplied by 2 and the length has also been multiplied by 2 .
So when the number of bricks is multiplied by 2, the length is multiplied by 2
Answer:
2Step-by-step explanation:
Using the table we observe the points
(6, 3) and (12, 6)The number of bricks doubled
6*2 = 12, andThe length is doubled accordingly
3*2 = 6So the answer is 2
Nine percent of men and 0.25% of women cannot distinguish between the colors red and green. This is the type of color blindness that causes problems with traffic signals. (a) If 9 men are randomly selected for a study of traffic signal perceptions, find the probability that between 2 and 4 inclusive of them have this type of color blindness. (b) In a group of 180 men, find the mean number that are color blind. (c) In a group of 180 men, find the standard deviation of the number that are color blind. (d) Suppose that a group of 180 men are randomly selected, and 27 of them are color blind. Is this a significantly high number that would perhaps suggest that the given percentage of men that are color blind (i.e., 9%) is not correct?
By using binomial distribution, it can be calculated that
a) If 9 men are randomly selected for a study of traffic signal perceptions, the probability that between 2 and 4 inclusive of them have this type of color blindness is 0.1907
b) Mean number that are color blind = 16.2
c) Standard deviation of the number that are color blind = 3.8395
d) 27 is a significantly high number that would perhaps suggest that the given percentage of men that are color blind (i.e., 9%) is not correct.
What is Binomial Distribution?
Binomial distribution is a discrete probability distribution whose Probability mass function is given by
P(X = x) = \({n \choose x} p^x q^{n-x}\), where p is the probability of success and q is the probability of failure
a)P(X = 2) = \({9 \choose 2}(0.09)^2(1 - 0.09)^7=0.1507\)
P(X = 3) = \({9 \choose 3}(0.09)^3(1 - 0.09)^6=0.0348\\\)
P(X = 4) = \({9 \choose 4}(0.09)^4(1 - 0.09)^5=0.0052\)
Total probability = 0.1507 + 0.0348 + 0.0052 = 0.1907
b) n = 180
Mean number that are color blind = 180 \(\times\) 0.09 = 16.2
c) Standard deviation of the number that are color blind = \(\sqrt{180 \times 0.09 \times 0.91} = 3.8395\)
d) Let us calculate \(16.2 \pm 2 \times 3.8395\)
16.2 + 2 \(\times\) 3.8395 = 23.88
16.2 - 2 \(\times\) 3.8395 = 8.52
27 does not lie in the interval (8.52, 23.88)
So, 27 is a significantly high number that would perhaps suggest that the given percentage of men that are color blind (i.e., 9%) is not correct.
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15/2 × 56L Tell the answer fast it's urgent.
Answer:
420 is the answer
Step-by-step explanation:
15/2 * 56L =
l = 15/2 = 7.5
7.5 * 56 = 420
Answer:
420
Step-by-step explanation:
Attached below
Nick consumes chocolate over two periods. He has 20 chocolate bars which can be consumed in either period. He cannot buy more chocolate bars and left over chocolate bars do not gain or lose value. Let c 1
be the amount of chocolate bars consumed in period 1 and let c 2
be the amount of chocolate bars consumed in period 2. Unfortunately for Nick, there is a .25 probability that someone will steal his chocolate before he ever gets a chance to eat it. Ian the insurance broker offers to replace any stolen chocolate as long as Nick pays Ian F upfront for the insurance. Nick's utility is U(c 1
;c 2
;F ′
)=c 1
c 2
−F ′
where c 1
and c 2
are the actual amounts of chocolate consumed and F ′
is the amount spent on insurance ( 0 if no insurance is purchased, F if insurance is purchased). Nick maximizes his expected utility. Find the threshold price F ∗
for insurance where Nick is indifferent over buying insurance. What happens if F>F ∗
? What happens if F
?
The threshold price F * for insurance is F * = c1c2. If F >F *, it would not be rational for Nick to purchase insurance. If F < F *, it would be rational for Nick to purchase insurance as it provides a net benefit.
To find the threshold price F * for insurance where Nick is indifferent over buying insurance, we need to determine the point at which Nick's expected utility is the same whether he purchases insurance or not.
Let's consider the two scenarios:
1. No insurance purchased (F' = 0):
In this case, if Nick consumes c1 chocolate bars in period 1 and c2 chocolate bars in period 2, his utility function becomes U(c1;c2;0) = c1c2.
2. Insurance purchased (F' = F):
If Nick purchases insurance by paying F upfront, his utility function becomes U(c1;c2;F) = c1c2 - F.
Now, let's find the threshold price F * by comparing the expected utilities for both scenarios:
1. No insurance:
The expected utility without insurance is the utility multiplied by the probability of not having his chocolate stolen (1 - 0.25 = 0.75):
E(U(c1;c2;0)) = 0.75 * (c1c2)
2. Insurance:
The expected utility with insurance is the utility multiplied by the probability of not having his chocolate stolen, minus the cost of insurance (F), multiplied by the probability of having his chocolate stolen (0.25):
E(U(c1;c2;F)) = 0.75 * (c1c2) + 0.25 * (c1c2 - F)
To find the threshold price F *, we set the expected utilities equal to each other and solve for F:
0.75 * (c1c2) = 0.75 * (c1c2) + 0.25 * (c1c2 - F)
By simplifying the equation, we get:
0 = 0.25 * (c1c2 - F)
Solving for F gives us:
F = c1c2
Therefore, the threshold price F * for insurance is F * = c1c2.
Now let's consider the scenarios when F > F * and F < F *:
- F > F *:
If the price of insurance (F) is greater than the threshold price (F *), it means that the cost of insurance is higher than the expected loss from chocolate being stolen. In this case, it would not be rational for Nick to purchase insurance because he would be paying more than the potential loss.
- F < F *:
If the price of insurance (F) is less than the threshold price (F *), it means that the cost of insurance is lower than the expected loss from chocolate being stolen. In this case, it would be rational for Nick to purchase insurance as it provides a net benefit by reducing the potential loss.
In summary, the threshold price F * for insurance is F * = c1c2. If F > F *, it would not be rational for Nick to purchase insurance. If F < F *, it would be rational for Nick to purchase insurance as it provides a net benefit.
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What percentage of the total vote is needed to be the plurality winner? (1 point) a.The plurality winner must have 50% of the vote. b.The plurality winner must have over 50% of the vote. c.The plurality winner must have over 25% of the vote. d.The plurality winner does not need to achieve a set percentage of the vote.
The correct answer is d. The plurality winner does not need to achieve a set percentage of the vote.
In a plurality voting system, the candidate who receives the most votes is declared the winner, regardless of whether they have a majority or a specific percentage of the total vote. Unlike in a majority voting system where a candidate needs to secure over 50% of the vote to win, a plurality winner only needs to have the highest number of votes among all the candidates. This means that even if the plurality winner receives less than 50% or even 25% of the total vote, they can still emerge as the winner as long as they have more votes than any other candidate. The plurality winner's victory is determined by having the highest vote count, without a specific threshold or percentage requirement.
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Which number has the greatest possibility of showing up when rolling two dice and add the resulting values
Answer:
I'd say probably 6, as 3 + 3 = 6, and 3 is the middle number.
**EDIT**
It's a 7, because there are 6 ways of rolling this value, making it the most probable.
12y + 48 - 4y = 8(y-6)
Answer:
No solutions
Step-by-step explanation:
Let's simplify the equation first.
12y + 48 - 4y = 8(y-6) becomes 8y + 48 = 8y - 48 (You can probably see why it has no solutions already)
Now let's subtract 8y from both sides.
48 = -48. No solutions
A manufacturer has a steady annual demand for 15,000 cases of sugar. It costs $10 to store 1 case for 1 year, $30 in set up cost to produce each batch, and $16 to produce each case. Find the number of cases per batch that should be produced to minimize cost.
The number of cases per batch that should be produced to minimize cost is: 300 units
How to find the economic order quantity?The number of cases per batch that should be produced to minimize cost can be found by using the Economic Order Quantity.
The Economic Order Quantity (EOQ) is a calculation performed by a business that represents the ideal order size that allows the business to meet demand without overspending. The inventory manager calculates her EOQ to minimize storage costs and excess inventory.
Thus:
Number of cases per batch = √((2 * Setup costs * annual demand)/ holding costs for the year)
Solving gives:
√((2 * 30 * 15000)/10)
= √90000
= 300 units
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if p = 2^k + 1 is prime, show that every quadratic nonresidue of p is a primitive root of p.
Every quadratic nonresidue of p is a primitive root of p, when p = 2^k + 1 is primeIf p = 2^k + 1 is a prime number, we want to show that every quadratic nonresidue of p is a primitive root of p.
In other words, we aim to prove that if an element x is a quadratic nonresidue modulo p, then it is also a primitive root of p.
Let's assume p = 2^k + 1 is a prime number. To prove that every quadratic nonresidue of p is a primitive root of p, we can use the properties of quadratic residues and quadratic nonresidues.
A quadratic residue modulo p is an element y such that y^((p-1)/2) ≡ 1 (mod p), while a quadratic nonresidue is an element x such that x^((p-1)/2) ≡ -1 (mod p).
Now, let's consider an element x that is a quadratic nonresidue modulo p. We want to show that x is a primitive root of p.
Since x is a quadratic nonresidue, we know that x^((p-1)/2) ≡ -1 (mod p). By Euler's criterion, this implies that x^((p-1)/2) ≡ -1^((p-1)/2) ≡ -1^2 ≡ 1 (mod p).
Since x^((p-1)/2) ≡ 1 (mod p), we can conclude that the order of x modulo p is at least (p-1)/2. However, since p = 2^k + 1 is a prime, the order of x modulo p must be equal to (p-1)/2.
By definition, a primitive root of p has an order of (p-1). Since the order of x modulo p is (p-1)/2, it follows that x is a primitive root of p.
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I will mark brainly if anyone can answer this
-2-4(6p-5)
-5(v-6)+10v
and 25 pts
Answer:
Ich weiß nicht =13
die Antwort -2 -4 (6p-5)
Step-by-step explanation:
in statistical process control, the mean is often used as a substitute for the standard deviation. True or false?
False. In statistical process control (SPC), the mean and the standard deviation serve different purposes and are not interchangeable.
The mean, often denoted as μ, represents the central tendency or average of a set of data points. It provides information about the typical or expected value of the process under consideration.
The mean is commonly used as a reference point in SPC to monitor and control the process performance. Control charts, which are a fundamental tool in SPC, typically plot the mean of the process data over time to detect any shifts or trends.
On the other hand, the standard deviation, often denoted as σ, is a measure of the dispersion or variability of the data points around the mean. It provides insights into the spread or consistency of the process. The standard deviation is not used as a substitute for the mean in SPC; rather, it is used to calculate control limits on control charts.
Control limits help identify when the process is exhibiting unusual variation that may indicate a special cause or a deviation from the desired performance.
In summary, the mean and the standard deviation are distinct statistical measures, each with its own role in SPC. They provide complementary information and should not be used interchangeably.
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If I1 ⊇ I2 ⊇ .... In ⊇... is a nested sequence of intervals and if In = [an; bn], show that a1 ≤ a2 ≤ ....... ≤ an ≤ ........ and b1 ≤ b2 ≤..... bn ≤ ......
The intervals are nested, each subsequent interval is contained within the previous one. Mathematically, this means I₁ ⊇ I₂ ⊇ ... In ⊇ ... . Therefore, we have:
1. I₁ ⊇ I₂ implies [a₁; b₁] ⊇ [a₂; b₂], which means a₁ ≤ a₂ and b₁ ≥ b₂.
2. I₂ ⊇ I₃ implies [a₂; b₂] ⊇ [a₃; b₃], which means a₂ ≤ a₃ and b₂ ≥ b₃.
To show that a1 ≤ a2 ≤ ... ≤ an ≤ ..., we need to use the fact that the sequence of intervals is nested, meaning that each interval is contained within the next one.
First, we know that I1 contains I2, so every point in I2 is also in I1. That means that a1 ≤ a2 and b1 ≥ b2.
Now consider I2 and I3. Again, every point in I3 is also in I2, so a2 ≤ a3 and b2 ≥ b3.
We can continue this process for all the intervals in the sequence, until we reach In. So we have:
a1 ≤ a2 ≤ ... ≤ an-1 ≤ an
and
b1 ≥ b2 ≥ ... ≥ bn-1 ≥ bn
This shows that the endpoints of the intervals are ordered in the same way.
Given that I₁ ⊇ I₂ ⊇ ... In ⊇ ... is a nested sequence of intervals and In = [an; bn], we can show that a₁ ≤ a₂ ≤ ... ≤ an ≤ ... and b₁ ≥ b₂ ≥ ... ≥ bn ≥ ... as follows:
Since the intervals are nested, each subsequent interval is contained within the previous one. Mathematically, this means I₁ ⊇ I₂ ⊇ ... In ⊇ ... . Therefore, we have:
1. I₁ ⊇ I₂ implies [a₁; b₁] ⊇ [a₂; b₂], which means a₁ ≤ a₂ and b₁ ≥ b₂.
2. I₂ ⊇ I₃ implies [a₂; b₂] ⊇ [a₃; b₃], which means a₂ ≤ a₃ and b₂ ≥ b₃.
Continuing this pattern for all intervals in the sequence, we can conclude that a₁ ≤ a₂ ≤ ... ≤ an ≤ ... and b₁ ≥ b₂ ≥ ... ≥ bn ≥ ... .
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how many cards must be selected from a standard deck of 52 cards to guarantee that at least three cards of the same (matching) suit are chosen
Answer:
Step-by-step explanation:
17
jim an joe ran a relay race Jim had a time of 9.2 seconds Joe head at time of 10.32 seconds together how long did it take them to complete the race?
Answer: 19.52 seconds
Step-by-step explanation:
9.2 seconds + 10.32 seconds = 19.52 seconds
what is the standard deviation of the followng sample: average of 100 independent normal random variables each with a population standard deviation of 3?
The standard deviation of the given sample, which is the average of 100 independent normal random variables with a population standard deviation of 3, is 0.3.
To calculate the standard deviation of the sample, we can use the formula:
Standard Deviation of Sample = Population Standard Deviation / \(\sqrt{}\)(Sample Size)
In this case, the population standard deviation is given as 3, and the sample size is 100.
Plugging these values into the formula, we have:
Standard Deviation of Sample \(\sigma= 3 / \sqrt{100}\)
\(\sigma = 3 / 10\\ \sigma = 0.3\)
Therefore, the standard deviation of the sample is 0.3. This value represents the spread or variability of the sample's data points around the mean. It indicates the average amount by which each data point differs from the sample's mean value.
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Rewrite the following equation in standard form.
Y=9/4x + 1/4
Answer:
So standard form is Ax+Bx=C Hence 9x-4y=-1 is your answerA bicycle shop advertised all mountain bikes priced at 1/3 discount.
What is the discount price of the bicycle?
Answer:
33% is the discount
Step-by-step explanation:
You need to add the prices so i can caculate the discounts.
Plz give brainliest
A linear function has an x-intercept of 8 and a y-intercept of 4 . which of these is an equation of the linear function?
The linear function is y = (-1/2)x + 4.
What is a linear function?
A linear function whose graph is a straight line and which is represented by an equation of the form y = ax + b where a and b are constants, a does not equal zero, and x is any real number.
Here, we have
Given,
A linear function has an x-intercept of 8 and a y-intercept of 4.
So, The two points on the line are (8, 0) and (0, 4).
Now, slope(m) = (4 - 0)/(0 - 8).
slope(m) = -4/8.
slope(m) = -1/2.
As it has a y-intercept of 4 it is the value of b, In y = mx + b.
Hence, the linear function is y = (-1/2)x + 4.
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What is the length of the radius, r? 6 cm 18 cm 36 cm 72 cm.
The length of the radius of circle o is 18 cm.
Given that
Circle o has a circumference of 36π cm.
We have to determine
What is the length of the radius, r?
According to the questionCircle o has a circumference of 36π cm.
The length of the radius of the circle is determined by the following formula;
\(\rm Circumference = 2\pi r\)
Substitute all the values in the formula;
\(\rm Circumference = 2\pi r\\ \\ 36\pi =2\pi r\\ \\ r = \dfrac{36\pi }{2\pi }\\ \\ r = 18 \ cm\)
Hence, the length of the radius of circle o is 18 cm.
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Answer:
18 cm
Step-by-step explanation:
on edge
Solve for a and b
c = 1
Answer:
a=?,b=?,c=1
1=ab
1xab
=ab
1=a,1=b
=a=1,b=1
Factor the expression.
81x^2 + 36x + 4
Answer:
(9x+2)^2
Step-by-step explanation:
1. BC
[-1 2] [2 3 5]
[6 0] * [0 4 -1]
Step-by-step explanation:
⎡02413524−6⎦⎥⎥⎤ and B=⎣⎢⎢⎡−10021030−1⎦⎥⎥⎤
∴4A=⎣⎢⎢⎡081641220816−24⎦⎥⎥⎤ and 6B=⎣⎢⎢⎡−600126080−6⎦⎥⎥⎤
⇒4A−6B=⎣⎢⎢⎡0−(−6)8−016−04
Sarah got off work at 5:20 on Friday. How many hours did she work after noon?
O 5 1/2
O 5 1/4
O 5 1/5
O 5 1/3
Sarah left work at 5:20 p.m. on Friday. She work d) 5 1/3 hrs after noon.
To calculate the hours, we know that noon is 12:00 PM, so we have to find the difference between 12 PM and 5:20 PM. We know that clock resets at 12, so she works 5 hours 20 mins after noon.
We can write 5 hours 20 mins as
5 20/60
= 5 1/3 because in 1 hour there are 60 minutes.
Hence, the answer is 5 1/3.
Equal hours, also known as equinoctial hours, were defined as 124 of a day measured from noon to noon; small seasonal changes in this unit were subsequently smoothed out by making it 124 of a solar day.
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Element X decays radioactively with a half life of 12 minutes. If there are 760 grams of element X, how long, to the nearest tenth a minute, would it take the element to decay to 15 grams?
Answer:
The time it'd take for the element to have 15 g of mass is approximately 68 min.
Step-by-step explanation:
The radioactive decay of a substance is given by the following formula:
\(mass(t) = mass(0)*e^{-\lambda*t}\)
Since the element has a half life of 12 minutes, this means that after this time the mass of the element will be half of it was originally, therefore:
\(\frac{mass(0)}{2} = mass(0)*e^{-\lambda*12}\)
\(\frac{1}{2} = e^{-\lambda*12}\)
\(ln(\frac{1}{2}) = -12*\lambda\\\lambda = -\frac{ln(0.5)}{12} =0.0577623\)
Therefore the mass of the element is given by:
\(mass(t) = mass(0)*e^{-0.0577623*t}\)
If the initial mass is 760 g and the final mass is 15 g, we have:
\(mass(t) = mass(0)*e^{-0.0577623*t}\\\\15 = 760*e^{-0.0577623*t}\\\\e^{-0.0577623*t} = \frac{15}{760}\\\\ln(e^{-0.0577623*t}) = ln(\frac{15}{760})\\\\-0.0577623*t = ln(\frac{15}{760})\\\\t = \frac{ln(\frac{15}{760})}{-0.0577623}\\\\t = 67.9555\)
The time it'd take for the element to have 15 g of mass is approximately 68 min.
Use the z-score formula, x-μ Z = -, and the information below to find the mean, 0 μ. Round your answer to one decimal place, if necessary. z = 2.25, x = 22.2, and = 1.6
The mean is 18.6.
Given the following information; z = 2.25, x = 22.2, and σ = 1.6, to find the mean, we have to apply the formula for z-score. z = (x - μ)/σWhere; z-score is represented by z, the value of X is represented by x, the mean is represented by μ and the standard deviation is represented by σSubstituting the values into the equation above;2.25 = (22.2 - μ)/1.6Multiplying both sides of the equation by 1.6, we have;1.6(2.25) = (22.2 - μ)3.6 = 22.2 - μ Subtracting 22.2 from both sides of the equation;3.6 - 22.2 = - μ-18.6 = - μ Multiplying both sides of the equation by -1, we have;μ = 18.6
Simply said, a z-score, also known as a standard score, informs you of how far a data point is from the mean. Technically speaking, however, it's a measurement of how many standard deviations a raw score is from or above the population mean.
You can plot a z-score on a normal distribution curve. Z-scores range from -3 standard deviations, which would fall to the extreme left of the normal distribution curve, to +3 standard deviations, which would fall to the far right. You must be aware of the mean and population standard deviation in order to use a z-score.
The z-score can show you how that person's weight compares to the mean weight of the general population.
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