Find the x- and y-intercepts of the graph of -x +y = 8. State your answers as
whole numbers or as improper fractions in simplest form.

Answers

Answer 1

Given:

The equation is

\(-x+y=8\)

To find:

The x- and y-intercepts.

Solution:

We have,

\(-x+y=8\)

Put x=0 in the given equation to find the y-intercept.

\(-(0)+y=8\)

\(y=8\)

Put y=0 in the given equation to find the x-intercept.

\(-x+(0)=8\)

\(-x=8\)

\(x=-8\)

Therefore, the x-intercept is -8 and the y-intercept is 8.


Related Questions

which explicit formula can be used to find the number of rabbits in the nth generation ?

which explicit formula can be used to find the number of rabbits in the nth generation ?

Answers

Answer:

A. an = 3(6)^(n-1)

Step-by-step explanation:

1st generation: n = 1:

a1 = 3*6^(1-1) = 3*6^0

= 3

n = 2:

a2 = 3*6^2-1

= 3*6

=18

n = 3

a3 = 3*6^(3-1)

= 3*6^2

= 106.

The solution is Option A.

The geometric progression is given by the equation aₙ = 3 ( 6 )ⁿ⁻¹ , where n is the number of terms

What is Geometric Progression?

A geometric progression is a sequence in which each term is derived by multiplying or dividing the preceding term by a fixed number called the common ratio.

The nth term of a GP is aₙ = arⁿ⁻¹

The general form of a GP is a, ar, ar2, ar3 and so on

Sum of first n terms of a GP is Sₙ = a(rⁿ-1) / ( r - 1 )

Given data ,

Let the geometric progression be represented as A

Let the number of terms be represented as n

Now , the first term a₁ = 3 rabbits

The second term a₂ = 3 x 6 = 18 rabbits

The third term a₃ = 18 x 6 = 108 rabbits

So , the common ratio r = second term / first term

Substituting the values in the equation , we get

Common ratio r = 18/6 = 6

Now , the geometric progression A is given by the equation ,

The nth term of a GP is aₙ = arⁿ⁻¹

Substituting the values in the equation , we get

aₙ = 3 ( 6 )ⁿ⁻¹

Therefore , the value of A is aₙ = 3 ( 6 )ⁿ⁻¹

Hence , the equation is aₙ = 3 ( 6 )ⁿ⁻¹

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Three concert tickets cost $45. At this rate, how much does it cost per ticket?

$135 per ticket
$3 per ticket
$15 per ticket
$48 per ticket

Answers

$15 per ticket. 45 divided by 3 is 15
Your answer is $15.

To find unit rate you need to see how much something costs per item. This means you need to do 45/3. This gives you your answer of $15.

Hope this helps and have a nice day!!!

- Moon

Joan has $ 60 to buy her friends a gift bag. The gift bags are $ 4 each. The function f ( x ) = − 4 x + 60 represents the amount of money Joan has left in her budget after purchasing x number of gift bags. Complete the statements. The solution for f ( x ) = 72 is x = [DROP DOWN 1] which [DROP DOWN 2] a viable solution in this scenario.

DROP DOWN 1
-3
-15
3
15

DROP DOWN 2
is
is not

Answers

The solution for f ( x ) = 72 is x = -3 ; which is not a viable solution in this scenario.

What is the solution for the function instance as given in the task content?

It follows from the task content that the solution for the function instance, f(x) = 72 is to be determined according to the given function.

Since the given function is; f ( x ) = − 4 x + 60;

The solution for f (x) = 72 can be determined as follows;

72 = - 4 x + 60

- 4x = 72 - 60

- 4x = 12

x = 12/-4

x = - 3

On this note, since x = -3 which is negative; it follows that it is not a a viable solution in this regard.

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Describe the difference between a relation and a function

Answers

Answer:

A relation can have 2 output to 1 output bt not a function


PLEASE HELP

Cal uses the equation y = 2.92
+ 2.4 to model his data. Use this equation to make the
following predictions.
Enter a number in each space provided
After 25 weeks, Cal will have saved a total of $____
The least number of whole weeks Cal must save to have a total of $100 saved is ____

Answers

U neeed friends okayyyyyy

PLZ HELP ME WIHT THIS I NEED IT ASAP!!! ILL GIVE YOU BRAINLIST!!!

PLZ HELP ME WIHT THIS I NEED IT ASAP!!! ILL GIVE YOU BRAINLIST!!!

Answers

It is 148 you have to add Everything up together

how do I find the inverse function of \(f(x)=\sqrt[3]{x-1}+4\)

Answers

The inverse function of f(x) = ∛(x-1) + 4 is f⁻¹(x) = (x - 4)³ + 1

What is the inverse of the given function?

Given the function in the question:

f(x) = ∛(x-1) + 4

To find the inverse of f(x), we need to switch the roles of x and y in the equation and then solve for y.

f(x) = ∛(x-1) + 4

Let y = f(x) = ∛(x-1) + 4.

y = ∛(x-1) + 4

Now, we can rewrite this equation in terms of x as follows:

x = ∛(y-1) + 4

Subtracting 4 from both sides, we get:

x - 4 = ∛(y-1)

Cubing both sides, we get:

(x - 4)³ = y - 1

Adding 1 to both sides, we get:

y = (x - 4)³ + 1

Replace y with f⁻¹(x)

f⁻¹(x) = (x - 4)³ + 1

Therefore, the inverse function is  f⁻¹(x) = (x - 4)³ + 1.

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What is the absolute deviation of 30 in this data set?

{26, 35, 27, 30, 22}

2
3
5
8​

Answers

Answer:

The answer is 2

Step-by-step explanation:

I took the k12 test. Hope this helps!

The correct answer is 2

What is mean absolute deviation?The mean absolute deviation  is a measure of variability that indicates the average distance between observations and their mean.

How to calculate the MAD (Mean absolute deviation)?Take the sum of the absolute value Divide the sum of the absolute value by  the total number of values in the data set. Substract the mean after dividing the sum of the absolute value by  the total number of values in the data set.

Now ,  taking the data {26,35,27,30,22}

Adding the data

26+35+27+30+22 = 140

Now , Divide 140 by the total number of values in data set is 5

Therefore,  140/5 = 28

The mean is 28

Now substract the mean from the absolute deviation of 30

that is  30-28 = 2

Hence , The absolute deviation of 30 is data set is 2.

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Arrange these in descending order
0. 68
0. 5
0. 345
0. 99

Answers

0.345 0.5 0.68 0.99 that is the descending order

An artist is creating tiles to use in a project. Each tile is to be in the shape of a right triangle. One of the legs of the tile is to be 3 Inches long. The hypotenuse is to be z Inches long.
Write an expression in terms of 3 that models the other leg of a tile.

Answers

Answer:

???

Step-by-step explanation:

The piston stroke depend on * offset
crank angle
B crank radius the crank angle value when the piston at TDC is...... 120 30 0*2pi B the maximum ratio of crank radius to connected length is *
4
0.25-0.3 0.25 0.3

Answers

The crank angle value when the piston is at Top Dead Center (TDC) is 0 radians or 0 degrees. The maximum ratio of the crank radius to the connected length is 0.3.

The crank angle value refers to the angle between the crankshaft and a reference point when measuring the position of the piston. When the piston is at Top Dead Center (TDC), it is at its highest point in the cylinder. The crankshaft is positioned such that the connecting rod is aligned with the crank radius and the piston is at the topmost position. This corresponds to a crank angle value of 0 radians or 0 degrees.

Regarding the maximum ratio of the crank radius to the connected length, this value is given as 0.3. The crank radius is the distance from the center of the crankshaft to the center of the crank pin, and the connected length is the distance from the center of the crank pin to the center of the piston pin. The maximum ratio of 0.3 indicates that the crank radius is 0.3 times the connected length.

It's important to note that these values are specific to the context of the problem statement provided. Different engines or mechanisms may have different values for the crank angle at TDC and the maximum ratio of crank radius to connected length.

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What is the function of F5?

Answers

In all modern Internet browsers, pressing F5 will refresh or reload the page or document window.Open the find, replace, and go to window in Microsoft Word.Starts a slideshow in PowerPoint.Puts on the laptop keyboard backlight in some laptops. Also varies the brightness and or puts off the light.

Now, According to the question:

The function of F5 is:

In all modern Internet browsers, pressing F5 will refresh or reload the page or document window.Open the find, replace, and go to window in Microsoft Word.Starts a slideshow in PowerPoint.Puts on the laptop keyboard backlight in some laptops. Also varies the brightness and or puts off the light.

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you own an ice cream shop. every day when you open the shop, there is an x ∼ exp(1/10) random waiting time, in minutes, before the first customer arrives. (i) when the waiting time for the first customer exceeds 20 minutes, it is a bad day. approximate the probability that you will have between 50 and 60 bad days in a year. justify your use of this approximation.

Answers

To approximate the probability of having between 50 and 60 bad days in a year, we can use the Poisson distribution as an approximation.

Let's define the random variable X as the number of bad days in a year. Since the waiting time for the first customer follows an exponential distribution with a rate parameter of 1/10 (mean of 10 minutes), we can consider each day as a Bernoulli trial with a success (bad day) probability of P(X = 1) = P(waiting time > 20 minutes).

The probability of a bad day can be calculated using the exponential distribution as :\(P(X = 1) = ∫[20, ∞] (1/10)e^(-t/10) dt\)

To approximate the number of bad days in a year, we can assume that the number of bad days follows a Poisson distribution with parameter λ = 365 * P(X = 1). The mean and variance of the Poisson distribution are both equal to λ.

Using this approximation, we can calculate the probability of having between 50 and 60 bad days in a year by summing the probabilities of X taking values from 50 to 60 using the Poisson distribution with parameter λ.

This approximation is valid because the Poisson distribution is often used to model rare events with a low probability of occurrence, and in this case,  the assumption of independence between the waiting times for different days allows us to use the Poisson distribution.

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question 6 what if we use a p-value cutoff of 10%? do we reject, fail to reject, or are we unable to tell using our confidence interval? assign cutoff ten percent to the number corresponding to the correct answer. reject the null / data is consistent with the alternative hypothesis fail to reject the null / data is consistent with the null hypothesis unable to tell using our staff confidence interval

Answers

0.10 > 0.05 is value of p - value of the data .

What does P stand for?

The likelihood, for a particular statistical model, that the statistical summary would be equal to or more extreme than the actual observed findings when the null hypothesis is true is known as the P value.The p-value is the likelihood that, assuming the null hypothesis is true, a result will be at least as dramatic as the one that was actually seen in the biological, clinical, or epidemiological investigation.

If we use 10% p - value cutoff = 0.10

then as 0.10 > 0.05

reject the null / data is consistent with the alternative hypothesis .

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ASAP Find the value of X ​

ASAP Find the value of X

Answers

There ya go. And really hate this required word limit.
ASAP Find the value of X
Since it is an equilateral triangle all sides are the the same length and all angle are the same degrees.
In order to solve u need to set two of the three equations equal to each other in order to find the value of x.

Solve:
18x-12 = 10x+20

18x-10x=20+12

8x=32

X=4

A restaurant offers pizzas with 2 types of crust, 7 different toppings, and in 5 different sizes. how many different pizzas could be ordered?

Answers

There are 70 different types of pizzas could be ordered

A permutation is an act of arranging the objects or numbers in order.

Combinations are the way of selecting the objects or numbers from a group of objects or collection, in such a way that the order of the objects does not matter

Given,

Number of options on crust=2

Number of options on topping= 7

Number of options on size= 5

Therefore for each type of crust there are 7 different topping, for each toppings there are 5 different sizes

The total number ways of ordering pizza=2×7×5=70

Hence, there are 70 different types of pizzas could be ordered

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a car start from rest and accelerates at the rate of 2m/s² for 5 seconds. it maintenance this velocity for another 5 seconds. it eventually undergoes a uniform deceleration and finally comes to rest after further 5 seconds.

A) draw the velocity-time graph for the journey

B) find the acceleration and deceleration respectively,

C) find the total distance travelled during each stage.

D) find the average velocity over the entire period ​

Answers

Answer:

2m/s² ; - 2m/s²

25m ; 50m ; 25m

6.67 m/s²

Step-by-step explanation:

The acceleration and deceleration :

Both rates are the Same from the graph ;

According to scenario described, acceleration = 2m/s²

Deceleration occurred in equal time interval = - 2m/s

Distance covered during each stage:

Stage 1 : area of triangle

0.5 * base * height

0.5 * 5 * 10 =25 m

Stage 2: area of rectangle :

Length * breadth = 5 * 10 = 50 m

Stage 3 : area of triangle

0.5 * base * height

0.5 * 5 * 10 =25 m

Average Velocity :

Total distance / time = (25 + 50 + 25) / 15 = 100/ 15 = 6. 67 m/s

a car start from rest and accelerates at the rate of 2m/s for 5 seconds. it maintenance this velocity

You must decide whether to buy new machinery to produce product X or to modify existing machinery. You believe the probability of a prosperous economy next year is 0.7. Prepare a decision tree and use it to calculate the expected value of the buy new option. The payoff table is provided below (+ for profits and - for losses).
When entering the answer, do not use the $ symbol. Do not enter the thousand separator. Enter up to 2 decimal places after the decimal point. For example, $6,525.35 must be entered as 6525.35
N1: Prosperity ($) N2: Recession ($)
A1 (Buy New) $1,035,332 $-150,000
A2(Modify) $823,625 $293,648

Answers

The expected value of the "Buy New" option is 724732.60.

Decision Tree:

To solve the given problem, the first step is to create a decision tree. The decision tree for the given problem is shown below:

Expected Value Calculation: The expected value of the "Buy New" option can be calculated using the following formula:

Expected Value = (Prob. of Prosperity * Payoff for Prosperity) + (Prob. of Recession * Payoff for Recession)

Substituting the given values in the above formula, we get:

Expected Value for "Buy New" = (0.7 * 1,035,332) + (0.3 * -150,000)Expected Value for "Buy New" = 724,732.60

Therefore, the expected value of the "Buy New" option is 724,732.60.

Conclusion:

To conclude, the decision tree is an effective tool used in decision making, especially when the consequences of different decisions are unclear. It helps individuals understand the costs and benefits of different choices and decide the best possible action based on their preferences and probabilities.

The expected value of the "Buy New" option is 724,732.60.

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true or false: if this model suffers from heteroskedasticity, then the usual ols t statistics no longer have a t distribution and the f statistics no longer have an f distribution.

Answers

The statement ' if this model suffers from heteroskedasticity, then the usual OLS t statistics no longer have a t distribution and the f statistics no longer have an f distribution' is true because a model suffering from heteroskedasticity will not be accurate.

If a model suffers from heteroskedasticity, which is the condition where the variance of the errors is not constant across observations, then the usual OLS t statistics and F statistics no longer have t or F distributions, respectively. In other words, the standard errors of the coefficients and the overall fit of the model cannot be accurately estimated using the usual assumptions of OLS regression.

Specifically, when heteroskedasticity exists, the OLS estimator remains unbiased, consistent, and asymptotically normal, but its estimated standard errors are biased and inconsistent, leading to invalid inference. This means that t-tests for individual coefficients and F-tests for overall model significance based on these standard errors may be unreliable.

Instead, alternative methods such as robust standard errors or weighted least squares should be used to correct for heteroskedasticity.

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-10n + 24 + 24n = -6n + 24
Solve equation

Answers

Answer:

n=0

Step-by-step explanation:

-10n + 24 + 24n = -6n + 24 is the equation you are given

The first thing I did was combine like terms (-10n and 24n)

I should look like this... 14n+24=-6n+24

The second thing I did was add the 6n to 14n. Remember when you switch the sides of a number/letter in an equation the sign in front of it needs to change.

It should look like this... 20n+24=24

The third thing I did was take 24 and 24 and subtract them. You will get 0.

It should look like this... 20n=0

The last thing to do is divide 0 and 20. That will equal 0!

It should look like this... n=0

I hoped I helped. If you have any more question about his problem let me know! Good Luck. God Bless. Stay Safe. Max Larson

two years ago pete was three times as old as his cousin claire. 2 years before that, pete was four times as old as claire. in how many years will the ratio of their ages be 2 : 1?

Answers

After 4 years ratio of their ages be 2 : 1

How do you calculate the ratio?

The steps of calculating a ratio are as follows:

Establish the ratio's function. Choosing what you want your ratio to show should be your first step. Every ratio will use a different set of data, so you need to make sure you are using the right data to provide you with the information you need.

Organize your formula. Ratios contrast two figures by ordinarily dividing them. A/B would be your formula if you were comparing one data point (A) to another data point (B). This indicates that you are multiplying information A by information B. For instance, your ratio will be 5/10 if A is 5 and B is 10.

Make the equation work. To calculate your ratio, divide data A by data B.

Let the present age of pete be P and claire be C.

According to question:

Two years ago pete was three times as old as his cousin claire.

⇒ P - 2 = 3(C - 2)

⇒ P - 2 = 3C - 6

⇒ P = 3C - 6 + 2

⇒ P = 3C - 4 ..................(1)

Also,  2 years before that, pete was four times as old as claire.

⇒ P - 4 = 4(C - 4)

⇒ P - 4 = 4C - 16

⇒ P = 4C - 16 + 4

⇒ P = 4C - 12 ..................(2)

Equating eq(1) and eq(2)

4C - 12 = 3C - 4

4C - 3C = -4 + 12

C = 8

Substitute the value of C in eq(1) we get,

P = 3(C) - 4 = 3(8) - 4 = 24 - 4 = 20

Let x be the number of years until Pete is twice as old as his cousin.

20 + x = 2(8 + x)

20 + x = 16 + 2x

20 - 16 = 2x - x

4 = x

Therefore, after 4 years ratio of their ages be 2 : 1

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A ball is thrown upward from a height of 15 m with a velocity of 20 m/sec. Acceleration due to gravity is 9.8 m/s2. A. Find the relation between height h and time t after the ball is released. B. How high is the ball after 3 seconds?C. When will the ball hit the ground?2. Repeat problem 1, only answer the questions as if the ball were on the moon. Acceleration due to gravity on the moon is 1.6 m/s2. 3. A ball is kicked upward from a height of 1 m with a velocity of 25 m/sec. Acceleration due to gravity is 9.8 m/s2a. Find the relation between height h and time t after the ball is released.B. How high is the ball after 2 seconds?C. When will the ball hit the ground?D. What is the maximum height of the ball?

Answers

Answer:

A. h = h₀ + u·t - 1/2·g·t²

B. 30.9 m

C. 4.73 seconds

2. A. h = h₀ + u·t - 1/2·a·t²

B. 67.8 m

C. Approximately 25.73 seconds

3. A. h = h₀ + u·t - 1/2·g·t²

B. 31.38 m

C. Approximately 5.142 seconds

D. Approximately 32.9 m

Step-by-step explanation:

The given parameters are;

The initial height of the ball, h₀ = 15 m

The upward velocity with which the ball is thrown, u = 20 m/sec.

The acceleration due to gravity, g = 9.8 m/s²

A. The relation between the height, h, and the time, t, after the ball is released is given as follows;

h = h₀ + u·t - 1/2·g·t²

B. The height of the ball after 3 seconds is given by substitution as follows;

At t = 3 seconds, h = 15 + 20 × 3 - 1/2 × 9.8 × 3² = 30.9

The height of the ball, h, after 3 seconds is h = 30.9 m

C. The time the ball takes to hit the ground = 2 × The time it takes to maximum height + The time it takes the ball to fall with an initial velocity of 20 m/sec for 15 m height

The time it takes to maximum height, \(t_{max}\), is given as follows;

v = u - g·\(t_{max}\)

Where;

v = The final velocity = 0 at maximum height

Therefore, we have;

0 = 20 - 9.8 × \(t_{max}\)

∴ \(t_{max}\) = 20/9.8 ≈ 2.0408

The time it takes to maximum height, \(t_{max}\) ≈ 2.0408 seconds

The time it takes the ball to fall with an initial velocity of 20 m/sec for 15 m height, \(t_{15}\) is  given as follows;

v₂² = u₂² + 2·g·h₀

v₂² = 20² + 2×9.8×15 = 694

v₂ = √694 ≈ 26.344 m/s

v₂ ≈ 26.344 m/s

From, v₂ = u₂ + g·\(t_{15}\), we have;

26.344 = 20 + 9.8×t

9.8·\(t_{15}\) = 26.344 - 20 = 6.344

∴ \(t_{15}\) = 6.344/9.8 ≈ 0.647

The ball will hit the ground after 2 × \(t_{max}\)  + \(t_{15}\) ≈ 2 × 2.0408 + 0.647 ≈ 4.7286

The ball will hit the ground after approximately 4.7286 ≈ 4.73 seconds

2. When the ball is thrown upward from the Moon, we have;

The acceleration due to gravity on the moon, a = 1.6 m/s², therefore, we have;

A. The relation between the height, h, and the time, t, after the ball is released is given as follows;

h = h₀ + u·t - 1/2·a·t²

B. The height of the ball after 3 seconds is given by substitution as follows;

At t = 3 seconds, h = 15 + 20 × 3 - 1/2 × 1.6 × 3² = 67.8

The height of the ball, h,  thrown on the Moon, after 3 seconds is h = 67.8 m

C. The time the ball takes to hit the ground = 2 × The time it takes to maximum height + The time it takes the ball to fall with an initial velocity of 20 m/sec for 15 m height

The time it takes to maximum height, \(t_{max}\), is given as follows;

v = u - a·\(t_{max}\)

Where;

v = The final velocity = 0 at maximum height

Therefore, we have;

0 = 20 - 1.6 × \(t_{max}\)

∴ \(t_{max}\) = 20/1.6 = 12.5

The time it takes to maximum height, \(t_{max}\) = 12.5 seconds

The time it takes the ball to fall with an initial velocity of 20 m/sec for 15 m height, \(t_{15}\) is  given as follows;

v₂² = u₂² + 2·a·h₀

v₂² = 20² + 2×1.6×15 = 448

v₂ = √448 ≈ 21.166 m/s

v₂ ≈ 21.166 m/s

From, v₂ = u₂ + a·\(t_{15}\), we have;

21.166 = 20 + 9.8×t

1.6·\(t_{15}\) = 21.166 - 20 = 1.166

∴ \(t_{15}\) = 1.166/1.6 ≈ 0.72785

The ball will hit the ground after 2 × \(t_{max}\)  + \(t_{15}\) ≈ 2 × 12.5 + 0.72875 = 25.72875 ≈ 27.73

The ball will hit the ground after approximately 25.73 seconds

3. The height from which the ball is kicked, h₀ = 1 m

The initial velocity of the ball, u = 25 m/sec

The acceleration due to gravity, g = 9.8 m/s²

The relationship between the height, h and the time, t after the ball is released, is given as follows;

h = h₀ + u·t - 1/2·g·t²

B. The height of the ball after 2 seconds is given as follows;

At t = 2, h = 1 + 25 × 2 - 1/2 × 9.81 × 2² = 31.38

The height of the ball, after 2 seconds, h = 31.38 m

C. The time it takes the ball to hit the ground is given by the following kinematic equation, as follows;

h = h₀ + u·t - 1/2·g·t²

At the ground level, h = 0, therefore, we have;

0 = 1 + 25·t - 4.9·t²

Therefore, by the quadratic formula, we have;

t =  (-25  ± √(25² - 4×(-4.9)×1))/(2 × -4.9)

Therefore, t ≈ 5.142, or t ≈ -0.03969

Given that the time is a natural number, we have, t ≈ 5.142 seconds

D. The maximum height, \(h_{max}\) the ball reaches is given as follows;

From the kinematic equation, v² = u² - 2·g·h,

Where;

v = 0 at maximum height

h = The height the ball reaches above the initial height, we have;

0² = u² - 2·g·h

u² = 2·g·h

h = u²/(2·g) = 25²/(2 × 9.8) ≈ 31.888

\(h_{max}\) = h₀ + h = 1 + 31.888 ≈ 32.9

The maximum height the ball reaches, \(h_{max}\) ≈ 32.9 m

Evaluate (-3 1/3) ^2 ( Need this by tomorrow, but that depends on time :] )

Answers

Answer:

\(33\frac{1}{3}\)

Step-by-step explanation:

square is just multiplying things twice

(-3 1/3)(-3 1/3)

(-10/3)(-10/3)

100/3

33 1/3

Hopes this helps

Answer: 1

Step-by-step explanation:

(-3 1/3)= (-1/3)+(-1/3)+(-1/3) = -1

(-3 1/3)^2 = (-1)^2 = (-1)(-1) = 1

help please on this !!!!

help please on this !!!!

Answers

the first one should be -.5 or -1/2 and the second one is two i think

Can anyone show me this? :(

Can anyone show me this? :(

Answers

I showed the steps in the photo

Hope you can understand it ^_^

Can anyone show me this? :(

DOES ANYONE KNOW THIS ONE?

DOES ANYONE KNOW THIS ONE?

Answers

Answer:

no sorry

Step-by-step explanation:

Explain in detail the Principle Component Analysis (PCA)

Answers

Principal Component Analysis (PCA) is a dimensionality reduction technique used to simplify complex datasets while retaining important information. It achieves this by transforming the original variables into a new set of variables called principal components.

These principal components are linear combinations of the original variables and are designed to capture the maximum amount of variance in the data.

Here's a detailed explanation of the steps involved in PCA:

1. Standardize the data:

  First, the dataset is standardized by subtracting the mean from each variable and dividing by the standard deviation. Standardizing the data ensures that each variable contributes equally to the analysis and prevents variables with larger scales from dominating the results.

2. Compute the covariance matrix:

  The covariance matrix is calculated based on the standardized data. It represents the relationships between different variables in the dataset. The covariance between two variables measures how they vary together. A positive covariance indicates that the variables tend to increase or decrease together, while a negative covariance indicates an inverse relationship.

3. Compute the eigenvectors and eigenvalues:

  The eigenvectors and eigenvalues are calculated from the covariance matrix. Eigenvectors represent the directions in the dataset along which the data varies the most. Each eigenvector corresponds to an eigenvalue, which represents the amount of variance explained by the respective eigenvector. The eigenvectors are sorted in descending order based on their corresponding eigenvalues.

4. Select the principal components:

  The principal components are selected based on the eigenvalues. The first principal component (PC1) corresponds to the eigenvector with the largest eigenvalue and captures the most variance in the data. Subsequent principal components capture decreasing amounts of variance. Typically, a subset of principal components that explain a significant portion (e.g., 95%) of the total variance is chosen.

5. Transform the data:

  The original data is transformed into the new coordinate system defined by the principal components. This transformation involves multiplying the standardized data by the matrix of selected eigenvectors. The resulting transformed data contains the scores along the principal components.

PCA is useful for various purposes, including dimensionality reduction, data visualization, and feature extraction. It allows for the identification of patterns and relationships within the dataset while reducing the dimensionality of the data, which can be beneficial in computational efficiency and interpretation.

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Find the cube root. How do I break down 1728 to easily find the cube root?

Find the cube root. How do I break down 1728 to easily find the cube root?

Answers

Given:

\(\sqrt[3]{1728}\)

Aim:

We need to find the cube root of 1728.

Explanation:

Consider the prime factors of the number 1728.

\(1728=2\times2\times2\times2\times2\times2\times3\times3\times3\)

\(1728=(2\times2\times2)\times(2\times2\times2)\times(3\times3\times3)\)

\(1728=2^3\times2^3\times3^3\)

\(1728=(2\times2\times3)^3\)

\(1728=12^3\)

Take cube root on both sides.

\(\sqrt[3]{1728}=\sqrt[3]{12^3}\)

\(\sqrt[3]{1728}=12\)

Final answer:

\(\sqrt[3]{1728}=12\)

Find the cube root. How do I break down 1728 to easily find the cube root?

According to the U. S. Census, 67. 5% of the U. S. Population were born in their state of residence. In a random sample of 200 Americans, what is the probability that fewer than 125 were born in their state of residence?

Answers

The given information states that 67.5% of the U.S. population were born in their state of residence. This implies that the probability of an individual being born in their state of residence is 0.675.

To calculate the probability, we can use the binomial probability formula. Let X be the number of individuals born in their state of residence in a sample of 200. We want to find P(X < 125). Using the binomial probability formula, we can calculate the cumulative probability for X < 125:

P(X < 125) = P(X = 0) + P(X = 1) + ... + P(X = 124)

This calculation requires summing the probabilities for each value of X from 0 to 124. The formula for the binomial probability of X successes in a sample of size n is:

P(X = k) =\(C(n, k) * p^k * (1 - p)^(n - k)\)

Where C(n, k) is the binomial coefficient, p is the probability of success (0.675 in this case), and n is the sample size (200). By calculating the probabilities for each value of X and summing them, we can find the probability that fewer than 125 individuals were born in their state of residence in the sample.

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253 1111 1101 11 111 101 h 5. [20] how many total bits are required to implement a cache with the following configurations? (assume addresses are 64 bits and the isa supports byte addressability). include utility bits

Answers

Here, addressability refers to the number of bits required to address a byte in memory, which is given as 64 bits in the question. Utility bits refer to any additional bits required for the cache implementation, such as tag bits, valid bits, dirty bits, etc.

Therefore, to answer the question, we need more information about the cache configurations.
Hi! To calculate the total bits required to implement a cache with the given configurations, we need to consider the different components that contribute to the total bits. These components include the data bits, tag bits, and utility bits (such as valid and dirty bits).

1. Data bits: Since the ISA supports byte addressability, we first determine the number of bytes per block. Using the given cache configuration "253 1111 1101 11 111 101", we can identify the size of a cache block as 2^5 = 32 bytes. Since there are 8 bits per byte, there are 32 * 8 = 256 bits of data per block.

2. Tag bits: To determine the tag bits, we need to know the number of cache sets. The configuration "1111 1101" specifies that there are 2^8 = 256 sets. The number of index bits required for addressing these sets is 8. The remaining bits from the 64-bit address will be used as tag bits: 64 - 8 (index bits) - 5 (block offset bits) = 51 tag bits.

3. Utility bits: Utility bits include valid and dirty bits. For each cache block, there is one valid bit and one dirty bit. Thus, we have 2 utility bits per block.

Now, we can calculate the total bits required for each cache block: data bits (256) + tag bits (51) + utility bits (2) = 309 bits.

Finally, we need to determine the number of cache blocks: 256 sets * 2 blocks per set = 512 blocks. Therefore, the total number of bits required to implement the cache is 309 bits per block * 512 blocks = 158,208 bits.

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