Answer:
4.0731 cm
Step-by-step explanation:
Use pythagorean Theorem which is a^2 + b^2 = c^2 where a and b are the sides of the triangle and c is the hypotenuse, in other words the longest side.
Since x is in line with the center of the circle and is perpendicular with line that measures 15.6 cm we know that one side of the triangle is half of 15.6 or 7.8.
So then we input our known values into the formula and solve for the missing one. The formula looks like this
7.8^2 + b^2 = 8.8^2
solve for b and you get about 4.07431
your very welcome
Answer:
X= 4.1
Step-by-step explanation:
Other answer wasn't rounded.
X= 4.1 cm
I need help pls and no files ok pls no files
Answer:
$2,725
Step-by-step explanation:
The maximum number of days is 7.
The cost per days is $375.
The cost for 7 days is 7 * $375 = $2,625.
The owner applies a $100 fee for cleaning which must be added to the cost of the days.
$2,625 + $100 = $2,725
The greatest value for the range is the greatest cost there can be which is $2,725.
In a recent year, a research organization found that 517 of 766 surveyed male Internet users use social networking. By contrast 692 of 941 female Internet users use social networking. Let any difference refer to subtracting male values from female values. Complete parts a through d below. Assume that any necessary assumptions and conditions are satisfied. c) What is the standard error of the difference? (Round to four decimal places as needed.) d) Find a 95% confidence interval for the difference between these proportions. 00 (Round to three decimal places as needed.) In a recent year, a research organization found that 517 of 766 surveyed male Internet users use social networking. By contrast 692 of 941 female Internet users use social networking. Let any difference refer to subtracting male values from female values. Complete parts a through d below. Assume that any necessary assumptions and conditions are satisfied. c) What is the standard error of the difference? (Round to four decimal places as needed.) d) Find a 95% confidence interval for the difference between these proportions. 00
a) The proportion of male Internet users who use social networking is approximately 0.6747, and the proportion of female Internet users who use social networking is approximately 0.7358.
b) The difference in proportions is approximately -0.0611.
c) The standard error of the difference is approximately 0.0181.
d) The 95% confidence interval for the difference between these proportions is (-0.096, -0.026).
To calculate the standard error of the difference and find a 95% confidence interval for the difference between the proportions, we can use the formulas for proportions and their differences.
Let [tex]p_1[/tex] be the proportion of male Internet users who use social networking, and [tex]p_2[/tex] be the proportion of female Internet users who use social networking.
a) Proportion for male Internet users: [tex]p_1[/tex] = 517/766 = 0.6747
Proportion for female Internet users: [tex]p_2[/tex] = 692/941 = 0.7358
b) Difference in proportions: [tex]p_1 - p_2[/tex] = 0.6747 - 0.7358 = -0.0611
c) The standard error of the difference (SE) can be calculated using the formula:
[tex]SE = \sqrt{(p_1(1-p_1)/n_1) + (p_2(1-p_2)/n_2)}[/tex]
Where [tex]n_1[/tex] and [tex]n_2[/tex] are the sample sizes for male and female Internet users, respectively.
For male Internet users: [tex]n_1[/tex] = 766
For female Internet users: [tex]n_2[/tex] = 941
Plugging in the values, we have:
[tex]SE = \sqrt{(0.6747(1-0.6747)/766) + (0.7358(1-0.7358)/941)}[/tex]
d) To find the 95% confidence interval for the difference between these proportions, we can use the formula:
[tex]CI = (p_1 - p_2) \± (Z * SE)[/tex]
Where Z is the critical value corresponding to a 95% confidence level. For a large sample size, Z is approximately 1.96.
CI = (-0.0611) ± (1.96 * SE)
CI = -0.0611 ± 0.0355
CI = (-0.096, -0.026)
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6.01 x 0.2 =
Can anyone do this plz
Answer:
1.202
Step-by-step explanation:
PLEASE HELP!!!!
Find the volume and surface area of the composite figure. Give four answers in terms of π.
Answer Options
V = 123π in3; S = 78π in2
V = 612π in3; S = 264π in2
V = 153π in3; S = 123π in2
V = 135π in3; S = 105π in2
Answer:
V = 135π in3; S = 105π in2
Step-by-step explanation:
The record low temperature for a town is -13°F. Yesterday, it was 6°F. What is the
difference between the absolute values of these two temperatures?
Answer:
The difference between the absolute values of these two temperatures is 19°F.
Step-by-step explanation:
|-13| = 13
|6| = 6
13 + 6 = 19°F
Answer:
19
Explanation:
an absolute value is the value of a number without considering its sign.
thus, we can calculate the difference as such:
6 - (- 13) = 6 + 13 = 19
the difference between the absolute values of these two temperatures is 19.
i hope this helps! :D
C A- WHERE A) SUPPOSE A € M2x2 (R) A = [a A = AND det (A) = 0 ( STATE A FORMULA FOR VERIFY THAT iT WORKS. (i) USE YOUR FORMULA TO FIND 3 A= WHEN 5 . 27 Ut a AY SHOW ® SUPPOSE B a det (A). - [] Show: det B =
To verify that a matrix A satisfies the conditions A € M2x2(R), A = [a b; c d], and det(A) = 0, we can use the formula for the determinant of a 2x2 matrix:
det(A) = ad - bc
In this case, since det(A) = 0, we have:
ad - bc = 0
This formula allows us to check whether a given matrix satisfies the given conditions.
To find three matrices A when a = 5 and det(A) = 27, we can use the formula:
ad - bc = 27
Let's assume b = 1, c = 0, and d = 27/a.
Substituting these values into the formula, we get:
5 * (27/a) - 1 * 0 = 27
135/a = 27
a = 135/27
a = 5
Therefore, one possible matrix A that satisfies the conditions is:
A = [5 1; 0 27/5]
Similarly, we can find two more matrices by choosing different values for b, c, and d, as long as the determinant condition is satisfied.
Now, let's suppose B is a matrix such that det(B) = det(A):
B = [p q; r s]
To show that det(B) = det(A), we can equate their determinants:
det(B) = det(A)
ps - qr = ad - bc
Since we already know that ad - bc = 0, we can conclude that:
ps - qr = 0
This equation shows that the determinant of B is also zero, satisfying the condition det(B) = 0.
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Which of the following conditions is/are necessary to justify the use of t procedures in a significance test for the slope of a regression line? (4 points)
I. For each given value of x, the values of the response variable y are Normally distributed.
II. For each given value of x, the values of the response variable y are independent.
III. For each given value of x, the standard deviation of y is the same.
A. I only
B. II only
C. III only
D. I and II only
E. I, II, and III
The conditions that are required to validate the use of t for the significance test would be:
D). l and ll only
Regression Line"Regression Line" is described as the line that most adequately fits the provided data in order to display the efficacy of the model.
In the given situation, the I and II exemplify the conditions which will validate the process for the significance test.
The normal distribution, and among x and y and the independent response of y over x display that it suits the data successfully.
Thus, option D is the correct answer.
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Answer: Answer is THREE only.
Step-by-step explanation: Took the test. Also for the other guy's solution, he said one and two were REQUIRED. Make sure you read the question first ya'll. He still answered it.
a mean of 36.8° and a standard
deviation of 0.62°. If 19 people are randomly selected, find the probability that the sample mean
body temperature will be between 36.5° and 37.10?
The probability that the sample mean body temperature will be between 36.5° and 37.10° can be determined using the z-score and the standard normal distribution table.
First, we need to calculate the z-scores for both temperatures using the formula:
z = (x - μ) / (σ / √n)
where x is the sample mean, μ is the population mean, σ is the standard deviation, and n is the sample size.
For the lower temperature of 36.5°:
z1 = (36.5 - 36.8) / (0.62 / √19)
For the higher temperature of 37.10°:
z2 = (37.10 - 36.8) / (0.62 / √19)
Next, we look up the corresponding probabilities associated with these z-scores in the standard normal distribution table. Subtracting the probability of the lower z-score from the probability of the higher z-score will give us the probability of the sample mean body temperature falling between the two values.
Let's calculate the z-scores:
z1 = (36.5 - 36.8) / (0.62 / √19) ≈ -1.350
z2 = (37.10 - 36.8) / (0.62 / √19) ≈ 0.775
Now, we look up the probabilities associated with these z-scores in the standard normal distribution table. The probability corresponding to z1 is approximately 0.0885, and the probability corresponding to z2 is approximately 0.7794.
Finally, we subtract the lower probability from the higher probability:
P(36.5° ≤ sample mean ≤ 37.10°) = 0.7794 - 0.0885 ≈ 0.6909
Therefore, the probability that the sample mean body temperature will be between 36.5° and 37.10° for a sample size of 19 people is approximately 0.6909.
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what is 2 divided by 1/2
Answer:
4
Step-by-step explanation:
Answer:
4
Step-by-step explanation:
to me when you divide with a farction it already is divsion but when u use it in divson i make nubmer bigger (if it's the 2nd number ) so thats way 2÷1/2=4
Please help this is for a friend with co vid- 19
Answer:
am not sure but
Step-by-step explanation:
since they are similar they must have similar ratio
so 12/4 =3/1
so 3:1
4*3=12
for other sides I think
9*3 =27
and
6*3=18
y=27
x=18
Reduce: [(p → q)] ∧ q] ∧ [(q → p) ∧ p]
what? bro I am confused is this a question?
please help me solve these equations for geometry :-((
The length M is 12
The measure of the angle BEC is 102
The measure of the arc AB is 128
The length PQ is 18.3
How to calculate the length MThe length M can be calculated using
M² = 8 * (8 + 10)
So, we have
M² = 144
Take the square roots
M = 12
How to calculate the BECThe measure of the angle BEC can be calculated using
BEC = 1/2 * (BC + AD)
So, we have
BEC = 1/2 * (156 + 48)
Evaluate
BEC = 102
How to calculate the ABThe measure of the arc ABcan be calculated using
AB = 180 - 2 * BC
So, we have
AB = 180 - 2 * 26
Evaluate
AB = 128
How to calculate the PQThe length PQ can be calculated using
x² = (12 + 8)² - 8²
So, we have
x² = 336
Take the square roots
x = 18.3
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Calculate (4 + 10i)^2
By applying the the FOIL method, which stands for First, Outer, Inner, Last we obtained the result -84 + 80i for (4 + 10i)^2.
To calculate (4 + 10i)^2, we can:
First, we multiply the first terms of each binomial:
(4 + 10i) * (4 + 10i) = 16 + 40i
Next, we multiply the outer terms of each binomial:
(4 + 10i) * (4 + 10i) = 16 + 40i
Then, we multiply the inner terms of each binomial:
(4 + 10i) * (4 + 10i) = 16 + 40i
Finally, we multiply the last terms of each binomial:
(4 + 10i) * (4 + 10i) = 100i^2
We know that i^2 is equal to -1, so we can substitute that in:
100(-1) = -100
Putting it all together, we get:
(4 + 10i)^2 = 16 + 40i + 40i + (-100)
= -84+80i
Therefore, by applying this method for squaring a complex number, we obtained the result -84 + 80i for (4 + 10i)^2.
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what is the sum complete the equation-5 + (20)
Determine the standard error of the estimated slope coefficient for the price of roses (point F) and whether that estimated slope coefficient is statistically significant at the 5 percent level. A. 9.42 and statistically significant since the t-statistic is greater than 2 in absolute value. B. 9.42 and statistically insignificant since the t-statistic is less than 2 in absolute value. C. 4.74 and statistically insignificant since the P-value is greater than 5 percent. D. 4.74 and statistically significant since the P-value is greater than 5 percent.
To determine the standard error of the estimated slope coefficient and its statistical significance, more information is needed, such as the t-statistic or the p-value associated with the estimated slope coefficient. The options provided do not include the necessary details to make a conclusion.
The standard error of the estimated slope coefficient measures the precision or variability of the estimated coefficient. It provides information about how much the estimated slope coefficient could vary across different samples.
The t-statistic and the p-value, on the other hand, are used to assess the statistical significance of the estimated slope coefficient. The t-statistic measures the number of standard errors the estimated coefficient is away from zero, while the p-value indicates the probability of observing a coefficient as extreme as the estimated one under the null hypothesis that the true coefficient is zero.
Without the t-statistic or p-value, it is not possible to determine the statistical significance of the estimated slope coefficient at the 5% level.
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If the n objects in a permutation problem are not all distinguishable, that is, if there are n1 objects of type 1, n2 objects of type 2, and so on, for r different types, then the number of distinguishable permutations is shown below.
n!n1!n2!…nr!
Find the number of distinguishable permutations of the letters in each word below.
(a) initial
n!/3!1!1!1!1!=
(b) Hawaii
n!/1!2!1!2!=
(c) decreed
n!/2!3!1!1!=
(a) There are 840 distinguishable permutations of the letters in the word "initial." (b) There are 180 distinguishable permutations of the letters in the word "Hawaii." (c) There are 420 distinguishable permutations of the letters in the word "decreed."
(a) For the word "initial," we have a total of 7 letters, with 2 "I"s, and 1 occurrence of each of the remaining letters. Applying the formula, we get:
n! / (3!1!1!1!1!) = 7! / (3!1!1!1!1!) = (7 × 6 × 5 × 4 × 3 × 2 × 1) / (3 × 2 × 1 ×1 × 1 × 1 × 1) = 840
(b) For the word "Hawaii," we have a total of 6 letters, with 1 "H," 2 "A"s, and 2 "I"s. Applying the formula, we get:
n! / (1!2!1!2!) = 6! / (1!2!1!2!) = (6 × 5 × 4 × 3 × 2 × 1) / (1 × 2 × 1 × 2 × 1 × 1) = 180
(c) For the word "decreed," we have a total of 7 letters, with 2 "E"s, 3 "D"s, and 1 occurrence of each of the remaining letters. Applying the formula, we get:
n! / (2!3!1!1!) = 7! / (2!3!1!1!) = (7 × 6 × 5 × 4 × 3 × 2 × 1) / (2 × 1 × 3 × 2 × 1 × 1 × 1) = 420
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pls help asap
Click an item in the list or group of pictures at the bottom of the problem and, holding the button down, drag it into the correct position in the answer box. Release your mouse button when the item is place. If you change your mind, drag the item to the trashcan. Click the trashcan to clear all your answers.
Indicate in standard form the equation of the line passing through the given points.
E(-2, 2), F(5, 1)
Answer:
The equation of the line that passes through the given points is ;
7y = -x + 12
Step-by-step explanation:
Here, we want to get the equation of the line that passes through the given points
The general equation form
is;
y = mx + b
where m is the slope and b is the y-intercept
Now, let us substitute the x and y coordinate values of each of the points;
for (-2,2); we have
2 = -2m + b
b = 2m + 2 •••••(i)
for F;
1 = 5m + b
b = 1-5m ••••••(ii)
Equate both b
1-5m = 2m + 2
1-2 = 2m + 5m
7m = -1
m = -1/7
Recall;
b = 2m + 2
b = 2(-1/7) + 2
b = -2/7 + 2
b = (-2 + 14)/7 = 12/7
The equation of the line is thus;
y = -1/7x + 12/7
Multiply through by 7
7y = -x + 12
Pls help me the question is in the photo !!
Answer:
14
Step-by-step explanation:
separate the figure into two shapes. On the little one is 2x1 which the answer is 2 then on the larger shape is 6x2 which is 12 then you add 12+2 and then you get your answer
Find the roots of the quadratic equation 3x^2+64=2x^2/2 .
Need help with this problem
A quality control company was hired to study the length of meter sticks produced by a certain company. The team carefully measured the length of many meter sticks, and the distribution seems to be severely skewed to the right with a mean of 99.84 cm and a standard deviation of 0.2 cm.
a) What is the probability of finding a meter stick with a length of more than 100.04 cm? ____
b) What is the probability of finding a group of 42 meter sticks with a mean length of less than 99.82 cm?_____
c) What is the probability of finding a group of 50 meter sticks with a mean length of more than 99.87 cm? _____
d) What is the probability of finding a group of 28 meter sticks with a mean length of between 99.82 and 99.86 cm? ______
e) For a random sample of 32 meter sticks, what mean length would be at the 92nd percentile? ______
a) The probability of finding a meter stick with a length of more than 100.04cm is 0.44013.
b) The probability of finding a group of 42 meter sticks with a mean length of less than 99.82 cm is 0.65866.
c) The probability of finding a group of 50 meter sticks with a mean length of more than 99.87 cm is 0.44013.
d) The probability of finding a group of 28 meter sticks with a mean length of between 99.82and 99.86 cm is 0.11974.
e) The mean length that would be at the 92nd percentile for a random sample of 32 meter sticks is 99.89714 cm.
How is this so ?a) The probability of finding a meter stick with a length of more than 100.04cm is
P(X > 100.04 ) =1 - P(X <= 100.04)
= 1- Φ((100.04 - 99.84) / 0.2)
= 1 - Φ(0.12)
= 1 - 0.55987
= 0.44013
b) The probability of finding a group of 42 meter sticks with a mean length of less than 99.82 cm is
P(¯X < 99.82) = 1 - P(X >= 99.82)
= 1 - Φ((99.82 - 99.84) / 0.2 / √42)
= 1 - Φ(-0.1)
= 1 - 0.34134
= 0.65866
c) The probability of finding a group of 50 meter sticks with a mean length of more than 99.87 cm is
P(X > 99.87) = 1 - P(X <= 99.87)
= 1 - Φ((99.87 - 99.84) / 0.2 / √50)
= 1 - Φ(0.15)
= 0.44013
d) The probability of finding a group of 28 meter sticks with a mean length of between 99.82 and 99.86 cm is
P(99.82 < X < 99.86) = Φ ((99.86 - 99.84)/ 0.2 / √28) - Φ((99.82 - 99.84) / 0.2/ √28)
= Φ(0.15) - Φ(0.12)
= 0.55987 - 0.44013
= 0.11974
e) The mean length that would be at the 92nd percentile for a random sample of 32-meter sticks is
X₉₂ = μ + z₉₂ σ / √n
= 99.84 + z₉₂ (0.2) / √32
= 99.84 + 1.85 (0.2) / √32
= 99.84 + 0.05714
= 99.89714
Therefore, the mean length that would be at the 92nd percentile for a random sample of 32 meter sticks is 99.89714 cm.
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Please help I need this quickly
Answer:
31 degrees
Step-by-step explanation:
1. since angle x and angle y are congruent, and segment xw and segment yw are congruent, you can assume that angle xzw and angle wzy are also congruent.
2. set angle xzw and angle wzy equal to each other
8x-1 = 5x+11
3. combine like terms
3x = 12
4. simplify to find the value of x
x = 4
5. plug x into the equation to find the degree of angle wzy
5(4)+11
20+11
=31 degrees
Angel is a high school basketball player. In a particular game, he made some free throws (worth one point each) and some two point shots. Angel made a total of 12 shots altogether and scored a total of 16 points. Graphically solve a system of equations in order to determine the number of free throws made, x,x, and the number of two point shots made, yy.
Answer:
w = 8, y = 4.
Step-by-step explanation:
i think this is right i am not sure
Answer:
[tex]x = 8 \\ y = 4[/tex]
Step-by-step explanation:
Let x be the number of one point shots, and y the number of two point shots.
We have
[tex]x + y = 12 \\ y = 12 - x[/tex]
And
[tex]x + 2y = 16[/tex]
Substituting the first equation in we get
[tex]x + 2(12 - x) = 16 \\ x + 24 - 2x = 16 \\ - x = - 8 \\ x = 8[/tex]
Since
[tex]y = 12 - x \\ y = 12 - 8 = 4[/tex]
Let X be a random variable with Poisson distribution of
parameter Lamda: Calculate
E (cos (\thetaX))
The expectation is 0.25.
Poisson distribution:Poisson distribution is a discrete distribution which is used to model events that occur in the specified interval of time. Parameter of Poisson distribution is [tex]\lambda[/tex], which describes the average number of events occurring in the given interval of time.
The given information is:
E(X) = In 2
X ~ Poi( [tex]\lambda[/tex] ) where [tex]\lambda[/tex], = In 2
[tex]f(x)=\frac{e^-^\lambda\lambda^x}{x!}[/tex]
It is known that cos([tex]\pi x[/tex])[tex]=(-1)^x[/tex], for x = 1, 2, 3...
To calculate the value of the required expectation.
[tex]E(cos(\pi x))=\sum^\infty_x_=_0 (-1)^xf(x)\\\\E(cos(\pi x))=\sum^\infty_x_=_0(-1)^x\frac{e^-^\lambda(\lambda)^x}{x!}\\ \\E(cos(\pi x))=e^-^\lambda\sum^\infty_x_=_0\frac{(-\lambda)^x}{x!}[/tex]
Expansion of exponential function is as follows
[tex]e^a=\sum^\infty_x_=_0\frac{(a)^x}{x!}[/tex]
Therefore, further calculation can be done as
[tex]E(cos(\pi x))=e^-^\lambda \,e^-^\lambda\\\\E(cos(\pi x))=e^-^2^\lambda\\\\E(cos(\pi x))=e^-^2^(^I^n^ 2^)\\\\E(cos(\pi x))=e^(^I^n^ 2^)^2\\\\E(cos(\pi x))=\frac{1}{4}[/tex]
Therefore, the expectation is 0.25.
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The given question is incomplete, complete question is:
Let X be a Poisson random variable with E(X) =In 2. Calculate [tex]E[cos(\pi x)][/tex].
Determine whether each set of data represents a linear, an exponential, or a quadratic function. (Desmos)
Answer:
Linear: The first and third one. (0,5) & (1,1)
Exponential: The second one (above). (-2, 1/16)
Quadratic function: The last one (below). (-3,35)
Step-by-step explanation:
James joins Club One which charges a monthly membershi[ of $ 19.99. How much will James spend in all, if he continues his membership for 6 months?
Answer:
James will spend $119.94
Step-by-step explanation:
Multiply $19.99 by 6.
$19.99 x 6 = $119.94
Use the substitution method to solve the system of equations.
5x + 2y = 1
y = -x + 2
Answer:
(x,y) = (-1,3)
Step-by-step explanation:
hope this helps!
The average of a sample of high daily temperature in a desert is 114 degrees F. a sample standard deviation or 5 degrees F, and 26 days were sampled. What is the 90% confidence interval for the average temperature? Please state your answer in a complete sentence, using language relevant to this question.
The average of a sample of high daily temperature, the 90% confidence interval for the average temperature in the desert, based on the given sample data, is within a specific range.
To calculate the 90% confidence interval, we can use the formula:
Confidence Interval = Average ± (Critical Value) * (Standard Deviation / √Sample Size)
Since the sample size is 26 and we want a 90% confidence interval, we need to determine the critical value for a 90% confidence level. By referring to a t-distribution table or using statistical software, we can find that the critical value for a 90% confidence level with a sample size of 26 is approximately 1.708.
Substituting the values into the formula, we get:
Confidence Interval = 114 ± (1.708) * (5 / √26)
Calculating this expression, we obtain the confidence interval for the average temperature. The lower bound of the interval will be 113.36 degrees F, and the upper bound will be 114.64 degrees F. Therefore, we can state that we are 90% confident that the true average temperature in the desert falls within the range of 113.36 to 114.64 degrees F, based on the given sample data.
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Find the general solution to the differential equation (x³+ ye^xy) dx + (xe^xy-sin3y) = 0
The general solution to the given differential equation, (x³+ ye^xy) dx + (xe^xy-sin3y) = 0, involves two steps: identifying an integrating factor and then integrating the resulting equation. The integrating factor is found to be e^(3xy). We find F(x, y) = ∫(e^(x^4/4 + ye^xy) (x³+ ye^xy)) dx + g(y),
To solve the given differential equation, we first determine an integrating factor. Since the coefficient of dx, x³ + ye^xy, is a function of x and y only, we can identify the integrating factor as e^(∫(x³ + ye^xy) dx). Evaluating the integral, we obtain e^(x^4/4 + y∫e^xy dx). Simplifying further, the integrating factor is found to be e^(x^4/4 + ye^xy).
Next, we multiply the entire differential equation by this integrating factor. This step transforms the equation into an exact differential equation, which is easier to solve. Multiplying through, we have e^(x^4/4 + ye^xy) (x³+ ye^xy) dx + e^(x^4/4 + ye^xy) (xe^xy-sin3y) = 0.
After multiplying, we can observe that the left-hand side of the equation is now the total derivative of a function F(x, y). By integrating with respect to x, we find F(x, y) = ∫(e^(x^4/4 + ye^xy) (x³+ ye^xy)) dx + g(y), where g(y) is the constant of integration with respect to x. Finally, the general solution is obtained by solving for y in terms of x and the constant g(y).
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The number of requests for assistance received by a towing service is a Poisson process with α = 4 rate per hour.
a. Compute the probability that exactly ten requests are received during a particular 2-hour period.
The probability that exactly ten requests are received during a particular 2-hour period, with a rate of α = 4 requests per hour, is approximately 0.0194 or 1.94%.
Let's denote the random variable X as the number of requests received during a 2-hour period. Since the rate of requests per hour is α = 4, we can calculate the rate for a 2-hour period as λ = α × 2 = 4 × 2 = 8.
The probability mass function (PMF) of a Poisson distribution is given by the formula:
[tex]P(X = k) = (e^{-\lambda} \times \lambda ^k) / k![/tex]
where e is Euler's number (approximately 2.71828), λ is the average number of events (rate) during the given time period, and k is the number of events we are interested in.
In this case, we want to find the probability of exactly ten requests, so k = 10 and λ = 8. Plugging these values into the formula, we get:
P(X = 10) = (e⁻⁸ * 8¹⁰) / 10!
To calculate this probability, we need to evaluate the values of e⁻⁸, 8¹⁰, and 10!.
e⁻⁸ is approximately 0.0003354626 (rounded to 10 decimal places).
8¹⁰ is equal to 1,073,741,824.
10! (10 factorial) is equal to 10 × 9 × 8 × 7 × 6 × 5 × 4 × 3 × 2 × 1, which is 3,628,800.
Plugging these values back into the formula, we have:
P(X = 10) = (0.0003354626 * 1,073,741,824) / 3,628,800
Evaluating this expression gives us the probability that exactly ten requests are received during the two-hour period.
P(X = 10) ≈ 0.0194 or 1.94%.
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