The two martingales will help to prove that supermartingale.
Let {Xt: t > 0} and {Yt: t≥ 0} be two martingales in respect to the same filtration.
To prove that the process {Xt/Yt: t ≥ 0} is a supermartingale, we can use the definition of a supermartingale.
Let Zt = Xt/Yt.
Then, Zt is a non-negative process (since Xt and Yt are both non-negative) and we need to show that E[Zt+1 | Ft] ≤ Zt for all t and all Ft ⊆ Fs
In order to do this, we first use the product rule of conditional expectation to write:
E[Zt+1 | Ft] = E[Xt+1/Yt+1 | Ft]
Now, since Xt and Yt are both martingales, we know that E[Xt+1 | Ft] = Xt and E[Yt+1 | Ft] = Yt.
So, we can rewrite the above expression as
E[Zt+1 | Ft] = Xt/Yt = Zt
Since Zt is non-negative, this implies that E[Zt+1 | Ft] ≤ E[Zt | Ft], which is the definition of a supermartingale.
Therefore, we have shown that the process {Xt/Yt: t ≥ 0} is a supermartingale.
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suppose that a line chart includes several lines. which chart element will tell you the category of data that each line represents?
The legend chart element will tells the category of data that each line represents the lines.
Lines:
Lines refers a one-dimensional figure, which has length but no width.
Given,
suppose that a line chart includes several lines.
Here we need to identify the chart element will tell you the category of data that each line represents.
Basically, chart is a visual representation of numeric data in a worksheet. And it helps you to identify trends, make comparisons, and recognize patterns in the numbers.
In order to get the clear information that appears in your chart, you can add a chart title, axis titles, and data labels.
The element legend or data table is used to represents the category of the data.
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The perpendicular bisector of a line segment will result in angles that are __________.
Answer:
90 degrees
Step-by-step explanation:
Flying against the wind, a jet travels miles in hours. Flying with the wind, the same jet travels miles in hours. What is the rate of the jet in still air and what is the rate of the wind
Answer:
Velocity in still air: 760 mi/ hr
Velocity against the wind: 210 mi/ hr
Step-by-step explanation:
Given
See attachment for complete question
Required
The rate in still air
The rate of the wind
From the question, the velocity (v) against the wind is:
\(v =\frac{distance}{time}\)
\(v =\frac{3040}{4}\)
\(v_1 =760mi/hr\)
The velocity with the wind is:
\(v_2 = \frac{8260}{7}\)
\(v_2 = 1180mi/hr\)
Let:
\(x \to\) velocity in still air
\(y \to\) velocity of the wind
So, we have:
\(x - y = 760\)
\(x + y = 1180\)
Add both equations
\(x + x -y + y = 760 + 1180\)
\(2x = 1940\)
Divide by 2
\(x = 970\)
Substitute \(x = 970\) in \(x - y = 760\)
\(970 - y= 760\)
Make y the subject
\(y = 970 - 760\)
\(y = 210\)
Find a Doctor, is a small startup that helps people find a physician that best meets their needs (location, insurance accepted, etc) During a "slow time for them, they have 9 staff members taking calls from customers. On average, one call arrives every 5 minutes (standard deviation of 5 minutes). Each staff member spends on average 18 minutes with each customer (with a standard deviation of 27 minutes) Round your answer to 2 decimal places) How long does a customer spend on average waiting on hold before they can start speaking to a representative? Minutes
On average, a customer spends approximately 1.16 minutes waiting time on hold before they can start speaking to a representative.
To find the average waiting time for a customer on hold before they can start speaking to a representative, we need to consider both the arrival rate of calls and the average service time of the staff members.
Given:
9 staff members taking calls.
On average, one call arrives every 5 minutes (standard deviation of 5 minutes).
Each staff member spends on average 18 minutes with each customer (with a standard deviation of 27 minutes).
To calculate the average waiting time, we need to use queuing theory, specifically the M/M/c queuing model. In this model:
"M" stands for Markovian or memoryless arrival and service times.
"c" represents the number of servers.
In our case, we have an M/M/9 queuing model since we have 9 staff members.
The average waiting time for a customer on hold is given by the following formula:
Waiting time = (1 / (c * (μ - λ))) * (ρ / (1 - ρ))
Where:
c = number of servers (staff members) = 9
μ = average service rate (1 / average service time)
λ = average arrival rate (1 / average interarrival time)
ρ = λ / (c * μ)
First, let's calculate the average arrival rate (λ):
λ = 1 / (average interarrival time) = 1 / 5 minutes = 0.2 calls per minute
Next, calculate the average service rate (μ):
μ = 1 / (average service time) = 1 / 18 minutes = 0.0556 customers per minute
Now, calculate ρ:
ρ = λ / (c * μ) = 0.2 / (9 * 0.0556) ≈ 0.407
Finally, calculate the waiting time:
Waiting time = (1 / (c * (μ - λ))) * (ρ / (1 - ρ))
= (1 / (9 * (0.0556 - 0.2))) * (0.407 / (1 - 0.407))
≈ 1.16 minutes
Therefore, on average, a customer spends approximately 1.16 minutes waiting on hold before they can start speaking to a representative.
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The distance between the points A ( -1,3) and B 2,
Answer:
Y=2x+5
This is my answer that I got
Hurry plz!!! graph y= 5/3x - 9
Answer:
This is what it would look like! Hope this helps!
if i0i0i_0 = 20.0 w/m2w/m2 , θ0θ0theta_0 = 25.0 degreesdegrees , and θtaθtatheta_ta = 40.0 degreesdegrees , what is the transmitted intensity i1i1i_1 ? Express your answer numerically in watts per square meter.
The transmitted intensity i1 is approximately 19.32 watts per square meter.
An indicator of a physical phenomenon's strength or power, such as light, sound, or radiation, is its intensity. It is often expressed in terms of the quantity of energy being transmitted or received per unit area or volume. For instance, the intensity of light is expressed in watts per square metre, while the strength of sound is expressed in watts per square metre per hertz. Distance, direction, and the qualities of the medium through which the phenomenon is transmitted can all have an impact on intensity.
To find the transmitted intensity (i1), we need to use the formula:
\(i1 = i0 * cos(θ0 - θta)\)
where i0 is the initial intensity, \(θ0\)is the initial angle, and \(θta\) is the transmitted angle.
Step 1: Calculate the difference between the angles:
\(Δθ = θ0 - θta\) = 25.0 degrees - 40.0 degrees = -15.0 degrees
Step 2: Convert the angle difference to radians:
\(Δθ\)(in radians) = -15.0 degrees *\((\pi /180)\) ≈ -0.2618 radians
Step 3: Calculate the cosine of the angle difference:
\(cos(Δθ) ≈ cos(-0.2618)\)≈ 0.9659
Step 4: Calculate the transmitted intensity (i1):
i1 = i0 * \(cos(Δθ)\) = 20.0\(W/m^2\) * 0.9659 ≈ 19.32 \(W/m^2\)
So, the transmitted intensity i1 is approximately 19.32 watts per square meter.
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What is the quotient? x 5 )4x2 14x − 9 4x 6 4x 6 − 4x − 6 4x − 6 −
The quotient of dividing the expression 4x² + 14x - 9 by 4x - 6 is x + 5.
The quotient is the result of dividing one number by another. In this case, we are dividing the expression 4x² + 14x - 9 by 4x - 6.
To find the quotient, we can use polynomial long division.
1. Start by dividing the first term of the numerator (4x²) by the first term of the denominator (4x). The result is x.
2. Multiply the entire denominator (4x - 6) by the quotient we just found (x). This gives us 4x² - 6x.
3. Subtract the result obtained in step 2 from the numerator (4x² + 14x - 9). This gives us (4x² + 14x - 9) - (4x² - 6x) = 20x - 9.
4. Bring down the next term from the numerator, which is 20x.
5. Divide the first term of the new expression (20x) by the first term of the denominator (4x). The result is 5.
6. Multiply the entire denominator (4x - 6) by the quotient we just found (5). This gives us 20x - 30.
7. Subtract the result obtained in step 6 from the expression obtained in step 5 (20x - 30) from (20x - 9). This gives us (-30 + 9) = -21.
8. Since there are no more terms left in the numerator, the division process is complete.
Therefore, the quotient is x + 5.
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Find the area of a circle with a circumference of
units.
This is the formula for circumference of circle
Given the circle has a radius of 9 and a center of (-6,4) what is the equation of the
circle?
Answer:
(x+6)2 + (y-4)2 = 81
Step-by-step explanation:
The equation of the circle is in the for (x-a)2 + (y-b)2 = c2
Alicia records the total number of points scored in two games by 10 players on her basketball team Which box plot represents the data
Complete question :
Alicia records the total number of points scored in two games by 10 players on her basketball team.
28, 13, 4, 8, 15, 10, 22, 7, 11, 15
Which box plot represents the data
Answer:
The most appropriate boxplot is the third option.
Step-by-step explanation:
Given the data:
28, 13, 4, 8, 15, 10, 22, 7, 11, 15
Ordering the data:
Ordered data : 4,7,8,10,11,13,15,15,22,28
Minimum value = 4
Maximum = 28
Using a boxplot maker :
Median = 12
First quartile: 8
Third quartile: 15
Answer:
im pretty sure its a
Step-by-step explanation:
Sara saved $16,000 for a new car that costs $10,500, plus $1200 each year for insurance. If Sara buys the car, then what would be the maximum number of years, x, she could pay insurance with her current savings? 3 years 3 years 4 years 4 years 5 years 5 years 6 years 6 years
Answer:
4 years
Step-by-step explanation:
Sara saved $16,000 for a new car that costs $10,500, plus $1200 each year for insurance.
Let the number of years she can pay for insurance be written as: x
$10,500 + $1200 × x = $16,000
$1200 × x = $16,000 - $10,500
x = $5,500/1200
x = 4.5833333333 years
Since the number of years is in decimal, we would pick the whole number there as the maximum number of years.
Therefore, the maximum number of years, x, she could pay insurance with her current savings is 4 years.
Find 175.7% of 163. Round to the nearest tenth.
Answer: The answer is 286.4! (Not rounded: 286.391)
Step-by-step explanation:
I hope this helped you! <333
In a class of 32 students 75% return their permission slips for the school field trip how many students return their permission slips?
24 students returned their permission slips for the school field trip
What is the percentage?
percentage, which is a relative figure used to denote hundredths of any amount. Since one per cent (symbolized as 1%) is equal to one-tenth of anything, 100 per cent stands for everything, while 200 per cent refers to double the amount specified.
1% of 1,000 chickens is equivalent to 1/100 of 1,000, or 10 birds, and 20% of the quantity is equal to 20% of 1,000, or 200. These relationships can be generalized as x = PT/100 where x is the quantity equal to a specific percentage P of T and T is the total reference quantity chosen to represent 100%. As a result, T is 1,000, P is 1, and x is determined to be 10 in the example for 1 per cent of 1,000 chickens.
Let x = those students who have to return the permission slip
so, X= \(\frac{75}{100} (32)\)
x=3(32)/4
x=24 students
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Write the equation of the circle given center (-13,-16) and point on the circle (-10,-16)
Answer:
Step-by-step explanation:
Question 14 of 25
Jim builds a robot that travels no more than 8 feet per minute. Graph the inequality showing the relationship
between the distance traveled and the time elapsed.
Is it possible for the robot to travel 10 feet in 1.5 minutes?
It is possible for the robot to travel 10 feet in 1.5 minutes based on the given inequality and graph.
To graph the inequality showing the relationship between the distance traveled and the time elapsed, we need to consider the given information that the robot can travel no more than 8 feet per minute. Let's denote the distance traveled as D and the time elapsed as T.
The inequality representing this relationship is: D ≤ 8T
To determine if it is possible for the robot to travel 10 feet in 1.5 minutes, we substitute the values into the inequality:
10 ≤ 8(1.5)
Simplifying the equation, we have:
10 ≤ 12
This statement is true. Therefore, it is possible for the robot to travel 10 feet in 1.5 minutes because the distance traveled (10 feet) is less than or equal to 8 times the time elapsed (8 * 1.5 = 12).
Graphically, if we plot the distance traveled (D) on the y-axis and the time elapsed (T) on the x-axis, we would have a horizontal line at D = 10 (representing the 10 feet traveled) and a diagonal line with a slope of 8 (representing the maximum speed of 8 feet per minute). The line representing the distance traveled would be below or touching the line representing the speed, indicating that the condition is satisfied.
Therefore, it is possible for the robot to travel 10 feet in 1.5 minutes based on the given inequality and graph.
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the average number of phone inquiries per day at the emergency center is four. find the probability that it will receive five calls on a given day.
the probability that the emergency center will receive five calls on a given day is approximately 0.156, or 15.6%.
To find the probability of receiving five calls on a given day at the emergency center, we need to use the Poisson distribution formula:
\(P(x = 5) = (e^{-4})*\frac{(4^5)}{(5!)}\)
Where:
- x = number of phone inquiries
- e = Euler's number (approximately 2.71828)
- ! = factorial (i.e. 5! = 5*4*3*2*1)
Given that the average number of phone inquiries per day is four, we can use that as our lambda (λ) value in the Poisson distribution formula, since lambda represents the mean number of events in a specific time interval:
λ = 4
Now we can substitute these values into the formula and solve:
P(x = 5) = (e^-4)*(4^5)/(5!) = (2.71828^-4)*(1024)/(120) ≈ 0.156
Therefore, the probability that the emergency center will receive five calls on a given day is approximately 0.156, or 15.6%.
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The probability that the emergency center will receive five calls on a given day is approximately 0.1755 or 17.55%.
To find the probability that the emergency center will receive five calls on a given day, given that the average number of phone inquiries per day is four, we can use the Poisson distribution formula.
Identify the average rate (λ): In this case, λ = 4 calls per day.
Identify the desired number of events (k): In this case, k = 5 calls.
Use the Poisson distribution formula: \(P(X = k) = (e^(-λ) \times (λ^k)) / k!\)
e is the base of the natural logarithm (approximately 2.71828)
λ is the average rate
k is the desired number of events
k! is the factorial of k
Plug in the values and calculate the probability:
\(P(X = 5) = (e^{(-4)} \TIMES (4^5)) / 5!\)
\(P(X = 5) = (0.0183 \times 1024) / 120\)
P(X = 5) ≈ 0.1755
So, the probability that the emergency center will receive five calls on a given day is approximately 0.1755 or 17.55%.
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At a certain intersection, every 5th car traveling west turns left, while every 8th car traveling
east turns left. if a car traveling west and a car traveling east arrive at this intersection at
the same time, what is the probability that both cars turn left?
To find the probability that both cars turn left, we need to determine the probability of each event happening individually and then multiply the probabilities together.
The probability that a car traveling west turns left is 1 out of every 5 cars, which can be written as 1/5. Similarly, the probability that a car traveling east turns left is 1 out of every 8 cars, or 1/8.
Since the events are independent (the actions of one car does not affect the other), we can multiply the probabilities together to find the probability that both cars turn left.
Probability (both cars turn left) = Probability (west car turns left) * Probability (east car turns left)
= (1/5) * (1/8)
= 1/40
Therefore, the probability that both cars turn left is 1/40. This means that out of every 40 cars arriving at the intersection, on average, only one pair of cars will both turn left.
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What is 241.3- 81.55
Answer:
159.75
Step-by-step explanation:
Hope this helps!!!
241.3
- 81.55
= 159.75
Answer:
The answer is 159.75, have a good day/night☁
my birthday is six days after my sister's birthday. my birthday is on the 12th. therefore, my sister's birthday is on the 18th. group of answer choices inductive deductive
This is an example of deductive reasoning. Deductive reasoning is a logical process where a conclusion is drawn from previously known facts or observations.
In this case, the fact that the person's birthday is six days after their sister's birthday, and the person's birthday is on the 12th, allows us to deduce that the sister's birthday must be on the 18th. The conclusion is derived directly from the given facts, without the need for additional observation or evidence.
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Find the P-value for a left-tailed hypothesis test with a test statistic of Z = −1.42. Decide whether to reject H0 if the level of significance is α = 0.10.
P-value = (Round to four decimal places as needed.)
State your conclusion. Choose the correct answer below.
Since P ≤ α , fail to reject H0.
Since P ≤ α , reject H0.
Since P > α , reject H0.
Since P > α , fail to reject H0.
The P-value is 0.0764 and the conclusion is that Since P > α , reject H0.
From the question above, test statistic of Z = −1.42.
The P-value for a left-tailed hypothesis test is the probability that the test statistic will be less than the observed value of the test statistic.
Since it is left-tailed, we find the area to the left of Z. Using the Z-table, we find the probability associated with the test statistic as follows:
P-value = P(Z < −1.42) = 0.0764 (rounded to four decimal places)
If the level of significance is α = 0.10.
Since P-value (0.0764) is greater than the level of significance α (0.10), we fail to reject H0.
Therefore, the correct answer is:
Since P > α, fail to reject H0.
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0.2(10−5c)=5c− 16 pls help
Answer:
c=3
Step-by-step explanation:
A survey found that the american family generates an average of 17. 2 pounds of glass garbage each year. Assume the standard deviation of the distriution is 2. 5 pounds. Find the probability that the mean of a sample of 55 families will be between 17 and 18 pounds
The probability that the mean of a sample of 55 families will be between 17 and 18 pounds is approximately 71.55%.
How to solve for the probabilityσ_sample = σ / sqrt(n)
σ_sample = 2.5 / sqrt(55)
σ_sample ≈ 0.336
Now, we can standardize the values of 17 and 18 pounds using the Z-score formula. This will tell us how many standard deviations away from the population mean these values are:
Z = (X - μ) / σ_sample
Z_17 = (17 - 17.2) / 0.336 ≈ -0.595
Z_18 = (18 - 17.2) / 0.336 ≈ 2.381
Now we will use the standard normal distribution (Z-distribution) to find the probabilities corresponding to these Z-scores. You can use a Z-table, statistical software, or an online calculator to find these probabilities.
P(Z < -0.595) = 0.2760
P(Z < 2.381) = 0.9915
To find the probability that the mean of a sample of 55 families will be between 17 and 18 pounds, we will find the difference between the probabilities corresponding to the two Z-scores:
P(17 < X < 18) = P(Z < 2.381) - P(Z < -0.595)
P(17 < X < 18) = 0.9915 - 0.2760
P(17 < X < 18) ≈ 0.7155
So, the probability that the mean of a sample of 55 families will be between 17 and 18 pounds is approximately 71.55%.
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Compare the integers -4,-1, 2, and 4.
Which statements are true? Check all that apply.
0-45-1
O 2<-4
0 -4 = 4
-1 <4
Answer:
-4 < -1
-1 < 4
Step-by-step explanation:
Negative numbers are always smaller than positive numbers (number line)
Therefore,
-4 < -1 < 2 < 4
Answer:
A and D
Step-by-step explanation:
Зу + 4 < 14 Solve the inequalities
\(\huge\text{Hey there!}\)
\(\large\text{Solve the inequalities: } \mathsf{3y + 4 < 14}\)
\(\mathsf{3y + 4 < 14}\)
\(\large\text{SUBTRACT 4 to BOTH SIDES}\)
\(\mathsf{3y + 4 -4< 14-4}\)
\(\large\text{CANCEL out: }\mathsf{4 - 4}\large\text{ because it gives you 0}\)
\(\large\text{Keep: }\mathsf{14 - 4}\large\text{ because it gives you 10 (which helps you solve for y)}\)
\(\large\text{New equation: }\mathsf{3y < 10}\)
\(\large\text{DIVIDE 3 to BOTH SIDES}\)
\(\mathsf{\dfrac{3y}{3}<\dfrac{10}{3}}\)
\(\large\text{Cancel out: }\mathsf{\dfrac{3}{3}}\large\text{ because it gives you 1}\)
\(\large\text{Keep: }\mathsf{\dfrac{10}{3}}\large\text{ because it helps solve for y....or compare to y}\)
\(\boxed{\boxed{\huge\text{Answer: }\mathsf{\bf y<\dfrac{10}{3}}}}\huge\checkmark\)
\(\text{Good luck on your assignment and enjoy your day!}\)
~\(\frak{Amphitrite1040:)}\)
A nutrition researcher wants to determine the mean fat content of hen's eggs. She collects a sample of 40 eggs. She calculates a mean fat content of 23 grams with a sample standard deviation of 8 grams. From these statistics, she calculates a 90% confidence interval of 20.9 grams to 25.1 grams. What can the researcher do to decrease the width of the confidence interval?
a. increase the confidence level
b. decrease the confidence level
c. decrease the sample size
d. none of the above
To decrease the width of the confidence interval, the researcher can take the following steps:
1. Decrease the confidence level: The confidence interval width is inversely proportional to the confidence level. By decreasing the confidence level, the researcher can have a narrower interval. However, it is important to note that decreasing the confidence level also increases the chance of the interval not capturing the true population mean.
2. Increase the sample size: The sample size affects the precision of the estimate. Increasing the sample size reduces the standard error, which leads to a narrower confidence interval. This is because a larger sample provides more information about the population.
Therefore, the researcher can decrease the width of the confidence interval by either decreasing the confidence level or increasing the sample size. Both approaches will result in a narrower interval, providing a more precise estimate of the mean fat content of hen's eggs.
The researcher can decrease the width of the confidence interval by either decreasing the confidence level or increasing the sample size. Both approaches will result in a more precise estimate of the mean fat content of hen's eggs.
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What is there effect on the volume of a cylinder when the radius is doubled and the height is unchanged?
Answer
Explanation:
Volume of a cylinder is expressed as;
\(\text{V = }\pi r^2h\)If the radius is doubled and the height is unchanged, then;
r2 = 2r
h2 = h
Get the volume of the new cylinder
\(undefined\)Which of the following are not the property of the correlation coefficient, r, calculated from a bivariate data set (X1.91)....(Xn-Yn)? O a Adding a constant to each value of a variable will not changes the correlation. Ob -1 0 for a least-squares line with positive slope. O d. r is close to 1 for a strong linear relationship between x and y, and close to -1 for a weak relationship
Option a: Adding a constant to each value of a variable will not change the correlation. This is a property of the correlation coefficient, r. In fact, the correlation coefficient only measures the strength and direction of the linear relationship between two variables, and is not affected by any linear transformation, such as adding or subtracting a constant to eachvalue of a variable. Therefore, option a is a property of the correlation coefficient.
Option b: -1 ≤ r ≤ 1 for a least-squares line with positive slope. This is also a property of the correlation coefficient. The correlation coefficient, r, always takes values between -1 and 1, where -1 indicates a perfect negative linear relationship, 0 indicates no linear relationship, and 1 indicates a perfect positive linear relationship. When a least-squares line has a positive slope, it means that the variables have a positive linear relationship, and therefore, the correlation coefficient should be positive and between 0 and 1. Therefore, option b is also a property of the correlation coefficient.
Option d: r is close to 1 for a strong linear relationship between x and y, and close to -1 for a weak relationship. This is not a property of the correlation coefficient. While it is true that r takes values between -1 and 1, and that values close to 1 indicate a strong linear relationship, and values close to -1 indicate a weak relationship, this is not a fixed property of the correlation coefficient. The strength of the linear relationship depends on the data set and the context of the problem. For instance, a correlation coefficient of 0.8 could be considered strong in some cases, but weak in others. Therefore, option d is not a property of the correlation coefficient.
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NEEED HELPPP ASAPPPPPP
The inverse of the function → f(x) = \(\sqrt{11x+12}\) is
f⁻¹(x) = (x² - 12)/11
We have -
y = f(x) = \(\sqrt{11x+12}\)
We have to find its inverse function.
What is the procedure to find inverse of function ?Inverse of a function can be calculated by following the steps mentioned below -
Step 1 - Replace 'y' with 'x' and vice - versa.
Step 2 - Rewrite the equation by solving for 'y'.
Step 3 - Replace 'y' with f⁻¹(x).
According to the question -
y = f(x) = \(\sqrt{11x+12}\)
x = \(\sqrt{11y+12}\)
x² = 11y + 12
x² - 12 = 11y
y = (x² - 12)/11
f⁻¹(x) = (x² - 12)/11
Therefore, the inverse of the function → f(x) = \(\sqrt{11x+12}\) is
f⁻¹(x) = (x² - 12)/11
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(-2a^2b^3)(4ab^5)(6a^3b^2)
Answer: (-2^4x3a^6b^10)
Step-by-step explanation: