The probablity that a randomly selected person has high blood pressure (the eveat H) is P(H)=02 and the probabtity that a randomly selected person is a runner (the event R is P(R)=04. The probabality that a randomly selected person bas high blood pressure and is a runner is 0.1. Find the probability that a randomly selected persor has bigh blood pressure, given that be is a runner a) 0 b) 0.50 c) 1 d) 025 e) 0.17 9) None of the above

Answers

Answer 1

the problem is solved using the conditional probability formula, where the probability of high blood pressure given that a person is a runner is found by dividing the probability of both events occurring together by the probability of being a runner. The probability is calculated to be 0.25.So, correct option is d

Given:

Probability of high blood pressure: P(H) = 0.2

Probability of being a runner: P(R) = 0.4

Probability of having high blood pressure and being a runner: P(H ∩ R) = 0.1

To find: Probability of having high blood pressure, given that the person is a runner: P(H | R)

Formula used: P(A | B) = P(A ∩ B) / P(B)

Explanation:

We use the conditional probability formula to calculate the probability of high blood pressure, given that the person is a runner. The formula states that the probability of event A occurring given that event B has occurred is equal to the probability of both A and B occurring together divided by the probability of event B.

In this case, we are given P(H), P(R), and P(H ∩ R). To find P(H | R), we can use the formula P(H | R) = P(H ∩ R) / P(R).

Substituting the given values, we have:

P(H | R) = P(H ∩ R) / P(R) = 0.1 / 0.4 = 0.25

Therefore, the probability that a randomly selected person has high blood pressure, given that they are a runner, is 0.25. Option (d) is the correct answer.

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Related Questions

In supply (and demand) problems, yy is the number of items the supplier will produce (or the public will buy) if the price of the item is xx.
For a particular product, the supply equation is
y=5x+390y=5x+390
and the demand equation is
y=−2x+579y=-2x+579
What is the intersection point of these two lines?
Enter answer as an ordered pair (don't forget the parentheses).
What is the selling price when supply and demand are in equilibrium?
price = $/item
What is the amount of items in the market when supply and demand are in equilibrium?
number of items =

Answers

In supply and demand problems, "y" represents the quantity of items produced or bought, while "x" represents the price per item. Understanding the relationship between price and quantity is crucial in analyzing market dynamics, determining equilibrium, and making production and pricing decisions.

In supply and demand analysis, "x" represents the price per item, and "y" represents the corresponding quantity of items supplied or demanded at that price. The relationship between price and quantity is fundamental in understanding market behavior. As prices change, suppliers and consumers adjust their actions accordingly.

For suppliers, as the price of an item increases, they are more likely to produce more to capitalize on higher profits. This positive relationship between price and quantity supplied is often depicted by an upward-sloping supply curve. On the other hand, consumers tend to demand less as prices rise, resulting in a negative relationship between price and quantity demanded, represented by a downward-sloping demand curve.

Analyzing the interplay between supply and demand allows economists to determine the equilibrium price and quantity, where supply and demand are balanced. This equilibrium point is critical for understanding market stability and efficient allocation of resources. It guides businesses in determining the appropriate production levels and pricing strategies to maximize their competitiveness and profitability.

In summary, "x" represents the price per item, and "y" represents the quantity of items supplied or demanded in supply and demand problems. Analyzing the relationship between price and quantity is essential in understanding market dynamics, making informed decisions, and achieving market equilibrium.

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Solve the following rational equation using the reference page at the end of this assignment as a guid (2)/(x+3)+(5)/(x-3)=(37)/(x^(2)-9)

Answers

The solution to the equation (2)/(x+3) + (5)/(x-3) = (37)/(x^(2)-9) is obtained by finding the values of x that satisfy the expanded equation 7x^3 + 9x^2 - 63x - 118 = 0 using numerical methods.

To solve the rational equation (2)/(x+3) + (5)/(x-3) = (37)/(x^2 - 9), we will follow a systematic approach.

Step 1: Identify any restrictions

Since the equation involves fractions, we need to check for any values of x that would make the denominators equal to zero, as division by zero is undefined.

In this case, the denominators are x + 3, x - 3, and x^2 - 9. We can see that x cannot be equal to -3 or 3, as these values would make the denominators equal to zero. Therefore, x ≠ -3 and x ≠ 3 are restrictions for this equation.

Step 2: Find a common denominator

To simplify the equation, we need to find a common denominator for the fractions involved. The common denominator in this case is (x + 3)(x - 3) because it incorporates both (x + 3) and (x - 3).

Step 3: Multiply through by the common denominator

Multiply each term of the equation by the common denominator to eliminate the fractions. This will result in an equation without denominators.

[(2)(x - 3) + (5)(x + 3)](x + 3)(x - 3) = (37)

Simplifying:

[2x - 6 + 5x + 15](x^2 - 9) = 37

(7x + 9)(x^2 - 9) = 37

Step 4: Expand and simplify

Expand the equation and simplify the resulting expression.

7x^3 - 63x + 9x^2 - 81 = 37

7x^3 + 9x^2 - 63x - 118 = 0

Step 5: Solve the cubic equation

Unfortunately, solving a general cubic equation algebraically can be complex and involve advanced techniques. In this case, solving the equation directly may not be feasible using elementary methods.

To obtain the specific values of x that satisfy the equation, numerical methods or approximations can be used, such as graphing the equation or using numerical solvers.

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If f(x) = 4x (sin x+cos x), find
f'(x) =
f'(1) =​

Answers

Therefore, f'(1) = 8 cos 1.Therefore, f'(x) = (4 + 4x) cos x + (4 - 4x) sin x.

Given that f(x) = 4x (sin x + cos x)

To find: f'(x) = , f'(1)

=​f(x)

= 4x (sin x + cos x)

Taking the derivative of f(x) with respect to x, we get;

f'(x) = (4x)' (sin x + cos x) + 4x [sin x + cos x]

'f'(x) = 4(sin x + cos x) + 4x (cos x - sin x)

f'(x) = 4(cos x + sin x) + 4x cos x - 4x sin x

f'(x) = 4 cos x + 4x cos x + 4 sin x - 4x sin x

f'(x) = (4 + 4x) cos x + (4 - 4x) sin x

Therefore, f'(x) = (4 + 4x) cos x + (4 - 4x) sin x.

Using the chain rule, we can find the derivative of f(x) with respect to x as shown below:

f(x) = 4x (sin x + cos x)

f'(x) = 4 (sin x + cos x) + 4x (cos x - sin x)

f'(x) = 4 cos x + 4x cos x + 4 sin x - 4x sin x

The answer is: f'(x) = 4 cos x + 4x cos x + 4 sin x - 4x sin x.

To find f'(1), we substitute x = 1 in f'(x)

f'(1) = 4 cos 1 + 4(1) cos 1 + 4 sin 1 - 4(1) sin 1

f'(1) = 4 cos 1 + 4 cos 1 + 4 sin 1 - 4 sin 1

f'(1) = 8 cos 1 - 0 sin 1

f'(1) = 8 cos 1

Therefore, f'(1) = 8 cos 1.

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Two popular strategy video games, AE and C, are known for their long play times. A popular game review website is interested in finding the mean difference in playtime between these games. The website selects a random sample of 43 gamers to play AE and finds their sample mean play time to be 3.6 hours with a variance of 54 minutes. The website also selected a random sample of 40 gamers to test game C and finds their sample mean play time to be 3.1 hours and a standard deviation of 0.4 hours. Find the 90% confidence interval for the population mean difference m m AE C − .

Answers

The confidence interval indicates that we can be 90% confident that the true population mean difference in playtime between games AE and C falls between 0.24 and 0.76 hours.

The 90% confidence interval for the population mean difference between games AE and C (denoted as μAE-C), we can use the following formula:

Confidence Interval = (x(bar) AE - x(bar) C) ± Z × √(s²AE/nAE + s²C/nC)

Where:

x(bar) AE and x(bar) C are the sample means for games AE and C, respectively.

s²AE and s²C are the sample variances for games AE and C, respectively.

nAE and nC are the sample sizes for games AE and C, respectively.

Z is the critical value corresponding to the desired confidence level. For a 90% confidence level, Z is approximately 1.645.

Given the following information:

x(bar) AE = 3.6 hours

s²AE = 54 minutes = 0.9 hours (since 1 hour = 60 minutes)

nAE = 43

x(bar) C = 3.1 hours

s²C = (0.4 hours)² = 0.16 hours²

nC = 40

Substituting these values into the formula, we have:

Confidence Interval = (3.6 - 3.1) ± 1.645 × √(0.9/43 + 0.16/40)

Calculating the values inside the square root:

√(0.9/43 + 0.16/40) ≈ √(0.0209 + 0.004) ≈ √0.0249 ≈ 0.158

Substituting the values into the confidence interval formula:

Confidence Interval = 0.5 ± 1.645 × 0.158

Calculating the values inside the confidence interval:

1.645 × 0.158 ≈ 0.26

Therefore, the 90% confidence interval for the population mean difference between games AE and C is:

(0.5 - 0.26, 0.5 + 0.26) = (0.24, 0.76)

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Circles h and i have the same radius. jk, a perpendicular bisector to hi, goes through l and is twice the length of hi. if hi acts as a bisector to jk, what type of triangle would hki be?

Answers

Triangle HKI is a right triangle with two congruent right angles, also known as an isosceles right triangle.

Since JK is a perpendicular bisector of HI and HI acts as a bisector of JK, we can conclude that HI and JK are perpendicular to each other and intersect at point L.

Given that JK, the perpendicular bisector of HI, goes through L and is twice the length of HI, we can label the length of HI as "x." Therefore, the length of JK would be "2x."

Now let's consider the triangle HKI.

Since HI is a bisector of JK, we can infer that angles HKI and IKH are congruent (they are the angles formed by the bisector HI).

Since HI is perpendicular to JK, we can also infer that angles HKI and IKH are right angles.

Therefore, triangle HKI is a right triangle with angles HKI and IKH being congruent right angles.

In summary, triangle HKI is a right triangle with two congruent right angles, also known as an isosceles right triangle.

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please help to solve the question
3. Consider the following data set: \[ 2,3,3,4,4,5,7,8,9,10,10,12,13,15,20,22,25,27,29,32,34,36,39,40,43,45,57,59,63,65 \] What is the percentile rank for the number 43 ? Show calculations.

Answers

The percentile rank for the number 43 in the given data set is approximately 85.

To calculate the percentile rank for the number 43 in the given data set, we can use the following formula:

Percentile Rank = (Number of values below the given value + 0.5) / Total number of values) * 100

First, we need to determine the number of values below 43 in the data set. Counting the values, we find that there are 25 values below 43.

Next, we calculate the percentile rank:

Percentile Rank = (25 + 0.5) / 30 * 100

              = 25.5 / 30 * 100

              ≈ 85

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How patriotic are you? Would you say extremely patriotic, very patriotic, somewhat patriotic, or not especially patriotic? Below is the data from Gallup polls that asked this question of a random sample of U.S. adults in 1999 and a second independent random sample in 2010. We conducted a chi-square test of homogeneity to determine if there are statistically significant differences in the distribution of responses for these two years. In this results table, the observed count appears above the expected count in each cell. 1999 994 extremely patriotic very patriotic somewhat patriotic not especially patriotic Total 193 466 284 257.2 443.8 237.3 55.72 324 426 193 611004 259.8 448.2 239.7 517 892 477 112 1998 2010 56.28 Total Chi-Square test: Statistic DF Value P-value Chi-square 3 53.19187) <0.0001 If we included an exploratory data analysis with the test of homogeneity, the percentages most appropriate as part of this analysis for the Extremely Patriotic group are

a. 193/1517 compared to 994/1998 b. 193/1998 compared to 324/1998 c. 193/517 compared to 324/517 d. 193/994 compared to 324/1004

Answers

The appropriate percentages for the Extremely Patriotic group are 19.42% in 1999 and 32.27% in 2010, corresponding to option d: 193/994 compared to 324/1004.

To calculate the appropriate percentages for the Extremely Patriotic group, we need to compare the counts from the 1999 and 2010 samples.

In 1999:

Number of Extremely Patriotic responses: 193

Total number of respondents: 994

In 2010:

Number of Extremely Patriotic responses: 324

Total number of respondents: 1004

Now we can calculate the percentages:

Percentage for 1999: (193 / 994) × 100 = 19.42%

Percentage for 2010: (324 / 1004) × 100 = 32.27%

Therefore, the appropriate percentages as part of the exploratory data analysis for the Extremely Patriotic group are:

19.42% compared to 32.27% (option d: 193/994 compared to 324/1004).

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A machine has four components, A, B, C, and D, set up in such a manner that all four parts must work for the machine to work properly. Assume the probability of one part working does not depend on the functionality of any of the other parts. Also assume that the probabilities of the individual parts working are P(A)=P(B)=0.95,P(C)=0.99, and P(D)=0.91. Find the probability that the machine works properly. Round to the nearest ten-thousandth. A) 0.8131 B) 0.8935 C) 0.1869 D) 0.8559

Answers

The probability of a machine functioning properly is P(A and B and C and D). The components' working is independent, so the probability is 0.8131. The correct option is A.

Given:P(A) = P(B) = 0.95P(C) = 0.99P(D) = 0.91The machine has four components, A, B, C, and D, set up in such a manner that all four parts must work for the machine to work properly.

Therefore,

The probability that the machine will work properly = P(A and B and C and D)

Probability that the machine works properly

P(A and B and C and D) = P(A) * P(B) * P(C) * P(D)[Since the components' working is independent of each other]

Substituting the values, we get:

P(A and B and C and D) = 0.95 * 0.95 * 0.99 * 0.91

= 0.7956105

≈ 0.8131

Hence, the probability that the machine works properly is 0.8131. Therefore, the correct option is A.

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please use bernoulies equation, show all work
andnclearly label answers. please show every step
1.5.2 (hint: This is a Bernoulli equation - use \( v=y^{2} \) )
Exercise 1.5.2. Solve \( 2 y y^{\prime}+1=y^{2}+x \), with \( y(0)=1 \).

Answers

The solution to the given Bernoulli equation with the initial condition \[tex](y(0) = 1\) is \(y = \pm \sqrt{1 - x}\).[/tex]

To solve the Bernoulli equation[tex]\(2yy' + 1 = y^2 + x\[/tex]) with the initial condition \(y(0) = 1\), we can use the substitution[tex]\(v = y^2\).[/tex] Let's go through the steps:

1. Start with the given Bernoulli equation: [tex]\(2yy' + 1 = y^2 + x\).[/tex]

2. Substitute[tex]\(v = y^2\),[/tex]then differentiate both sides with respect to \(x\) using the chain rule: [tex]\(\frac{dv}{dx} = 2yy'\).[/tex]

3. Rewrite the equation using the substitution:[tex]\(2\frac{dv}{dx} + 1 = v + x\).[/tex]

4. Rearrange the equation to isolate the derivative term: [tex]\(\frac{dv}{dx} = \frac{v + x - 1}{2}\).[/tex]

5. Multiply both sides by \(dx\) and divide by \((v + x - 1)\) to separate variables: \(\frac{dv}{v + x - 1} = \frac{1}{2} dx\).

6. Integrate both sides with respect to \(x\):

\(\int \frac{dv}{v + x - 1} = \int \frac{1}{2} dx\).

7. Evaluate the integrals on the left and right sides:

[tex]\(\ln|v + x - 1| = \frac{1}{2} x + C_1\), where \(C_1\)[/tex]is the constant of integration.

8. Exponentiate both sides:

[tex]\(v + x - 1 = e^{\frac{1}{2} x + C_1}\).[/tex]

9. Simplify the exponentiation:

[tex]\(v + x - 1 = C_2 e^{\frac{1}{2} x}\), where \(C_2 = e^{C_1}\).[/tex]

10. Solve for \(v\) (which is \(y^2\)):

[tex]\(y^2 = v = C_2 e^{\frac{1}{2} x} - x + 1\).[/tex]

11. Take the square root of both sides to solve for \(y\):

\(y = \pm \sqrt{C_2 e^{\frac{1}{2} x} - x + 1}\).

12. Apply the initial condition \(y(0) = 1\) to find the specific solution:

\(y(0) = \pm \sqrt{C_2 e^{0} - 0 + 1} = \pm \sqrt{C_2 + 1} = 1\).

13. Since[tex]\(C_2\)[/tex]is a constant, the only solution that satisfies[tex]\(y(0) = 1\) is \(C_2 = 0\).[/tex]

14. Substitute [tex]\(C_2 = 0\)[/tex] into the equation for [tex]\(y\):[/tex]

[tex]\(y = \pm \sqrt{0 e^{\frac{1}{2} x} - x + 1} = \pm \sqrt{1 - x}\).[/tex]

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Add The Polynomials. Indicate The Degree Of The Resulti (6x^(2)Y-11xy-10)+(-4x^(2)Y+Xy+8)

Answers

Adding the polynomials (6x^2y - 11xy - 10) and (-4x^2y + xy + 8) results in 2x^2y - 10xy - 2.

To add the polynomials, we combine like terms by adding the coefficients of the corresponding terms. The resulting polynomial will have the same degree as the highest degree term among the given polynomials.

Given polynomials:

(6x^2y - 11xy - 10) and (-4x^2y + xy + 8)

Step 1: Combine the coefficients of the like terms:

6x^2y - 4x^2y = 2x^2y

-11xy + xy = -10xy

-10 + 8 = -2

Step 2: Assemble the terms with the combined coefficients:

The combined polynomial is 2x^2y - 10xy - 2.

Therefore, the sum of the given polynomials is 2x^2y - 10xy - 2. The degree of the resulting polynomial is 2 because it contains the highest degree term, which is x^2y.

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Guess A Particular Solution Up To U2+2xuy=2x2 And Then Write The General Solution.

Answers

To guess a particular solution up to the term involving the highest power of u and its derivatives, we assume that the particular solution has the form:

u_p = a(x) + b(x)y

where a(x) and b(x) are functions to be determined.

Substituting this into the given equation:

u^2 + 2xu(dy/dx) = 2x^2

Expanding the terms and collecting like terms:

(a + by)^2 + 2x(a + by)(dy/dx) = 2x^2

Expanding further:

a^2 + 2aby + b^2y^2 + 2ax(dy/dx) + 2bxy(dy/dx) = 2x^2

Comparing coefficients of like terms:

a^2 = 0        (coefficient of 1)

2ab = 0        (coefficient of y)

b^2 = 0        (coefficient of y^2)

2ax + 2bxy = 2x^2        (coefficient of x)

From the equations above, we can see that a = 0, b = 0, and 2ax = 2x^2.

Solving the last equation for a particular solution:

2ax = 2x^2

a = x

Therefore, a particular solution up to u^2 + 2xuy is:

u_p = x

To find the general solution, we need to add the homogeneous solution. The given equation is a first-order linear PDE, so the homogeneous equation is:

2xu(dy/dx) = 0

This equation has the solution u_h = C(x), where C(x) is an arbitrary function of x.

Therefore, the general solution to the given PDE is:

u = u_p + u_h = x + C(x)

where C(x) is an arbitrary function of x.

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jesse has three one gallon containers. The first one has (5)/(9 ) of a gallon of juice, the second has (1)/(9) gallon of juice and the third has (1)/(9) gallon of juice. How many gallons of juice does Jesse have

Answers

Jesse has (7)/(9) of a gallon of juice.

To solve the problem, add the gallons of juice from the three containers.

Jesse has three one gallon containers with the following quantities of juice:

Container one = (5)/(9) of a gallon of juice

Container two = (1)/(9) gallon of juice

Container three = (1)/(9) gallon of juice

Add the quantities of juice from the three containers to get the total gallons of juice.

Juice in container one = (5)/(9)

Juice in container two = (1)/(9)

Juice in container three = (1)/(9)

Total juice = (5)/(9) + (1)/(9) + (1)/(9) = (7)/(9)

Therefore, Jesse has (7)/(9) of a gallon of juice.

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Find dy/dx for the following function, and place your answer in the box below: x^3+xe^y=2√ y+y^2

Answers

The derivative dy/dx of the function x^3 + xe^y = 2√(y + y^2) is (3x^2 + e^y) / (xe^y - 2y - 1).

To find dy/dx for the given function x^3 + xe^y = 2√(y + y^2), we differentiate both sides of the equation with respect to x using the chain rule and product rule.

Differentiating x^3 + xe^y with respect to x, we obtain 3x^2 + e^y + xe^y * dy/dx.

Differentiating 2√(y + y^2) with respect to x, we have 2 * (1/2) * (2y + 1) * dy/dx.

Setting the two derivatives equal to each other, we get 3x^2 + e^y + xe^y * dy/dx = (2y + 1) * dy/dx.

Rearranging the equation to solve for dy/dx, we have dy/dx = (3x^2 + e^y) / (xe^y - 2y - 1).

Therefore, the derivative dy/dx of the function x^3 + xe^y = 2√(y + y^2) is (3x^2 + e^y) / (xe^y - 2y - 1).

To find the derivative dy/dx for the given function x^3 + xe^y = 2√(y + y^2), we need to differentiate both sides of the equation with respect to x. This can be done using the chain rule and product rule of differentiation.

Differentiating x^3 + xe^y with respect to x involves applying the product rule. The derivative of x^3 is 3x^2, and the derivative of xe^y is xe^y * dy/dx (since e^y is a function of y, we multiply by the derivative of y with respect to x, which is dy/dx).

Next, we differentiate 2√(y + y^2) with respect to x using the chain rule. The derivative of √(y + y^2) is (1/2) * (2y + 1) * dy/dx (applying the chain rule by multiplying the derivative of the square root function by the derivative of the argument inside, which is y).

Setting the derivatives equal to each other, we have 3x^2 + e^y + xe^y * dy/dx = (2y + 1) * dy/dx.

To solve for dy/dx, we rearrange the equation, isolating dy/dx on one side:

dy/dx = (3x^2 + e^y) / (xe^y - 2y - 1).

Therefore, the derivative dy/dx of the function x^3 + xe^y = 2√(y + y^2) is (3x^2 + e^y) / (xe^y - 2y - 1).

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If I deposit $1,80 monthly in a pension plan for retirement, how much would I get at the age of 60 (I will start deposits on January of my 25 year and get the pension by the end of December of my 60-year). Interest rate is 0.75% compounded monthly. What if the interest rate is 9% compounded annually?

Answers

Future Value = Monthly Deposit [(1 + Interest Rate)^(Number of Deposits) - 1] / Interest Rate

First, let's calculate the future value with an interest rate of 0.75% compounded monthly.

The number of deposits can be calculated as follows:

Number of Deposits = (60 - 25) 12 = 420 deposits

Using the formula:

Future Value = $1,80  [(1 + 0.0075)^(420) - 1] / 0.0075

Future Value = $1,80  (1.0075^420 - 1) / 0.0075

Future Value = $1,80 (1.492223 - 1) / 0.0075

Future Value = $1,80  0.492223 / 0.0075

Future Value = $118.133

Therefore, with an interest rate of 0.75% compounded monthly, you would have approximately $118.133 in your pension plan at the age of 60.

Now let's calculate the future value with an interest rate of 9% compounded annually.

The number of deposits remains the same:

Number of Deposits = (60 - 25)  12 = 420 deposits

Using the formula:

Future Value = $1,80  [(1 + 0.09)^(35) - 1] / 0.09

Future Value = $1,80  (1.09^35 - 1) / 0.09

Future Value = $1,80  (3.138428 - 1) / 0.09

Future Value = $1,80  2.138428 / 0.09

Future Value = $42.769

Therefore, with an interest rate of 9% compounded annually, you would have approximately $42.769 in your pension plan at the age of 60.

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Find the derivative of the following function.
h(x)= (4x²+5) (2x+2) /7x-9

Answers

The given function is h(x) = (4x² + 5)(2x + 2)/(7x - 9). We are to find its derivative.To find the derivative of h(x), we will use the quotient rule of differentiation.

Which states that the derivative of the quotient of two functions f(x) and g(x) is given by `(f'(x)g(x) - f(x)g'(x))/[g(x)]²`. Using the quotient rule, the derivative of h(x) is given by

h'(x) = `[(d/dx)(4x² + 5)(2x + 2)(7x - 9)] - [(4x² + 5)(2x + 2)(d/dx)(7x - 9)]/{(7x - 9)}²

= `[8x(4x² + 5) + 2(4x² + 5)(2)](7x - 9) - (4x² + 5)(2x + 2)(7)/{(7x - 9)}²

= `(8x(4x² + 5) + 16x² + 20)(7x - 9) - 14(4x² + 5)(x + 1)/{(7x - 9)}²

= `[(32x³ + 40x + 16x² + 20)(7x - 9) - 14(4x² + 5)(x + 1)]/{(7x - 9)}².

Simplifying the expression, we have h'(x) = `(224x⁴ - 160x³ - 832x² + 280x + 630)/{(7x - 9)}²`.

Therefore, the derivative of the given function h(x) is h'(x) = `(224x⁴ - 160x³ - 832x² + 280x + 630)/{(7x - 9)}²`.

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Let X be a random variable with mean μ and variance σ2. If we take a sample of size n,(X1,X2 …,Xn) say, with sample mean X~ what can be said about the distribution of X−μ and why?

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If we take a sample of size n from a random variable X with mean μ and variance σ^2, the distribution of X - μ will have a mean of 0 and the same variance σ^2 as X.

The random variable X - μ represents the deviation of X from its mean μ. The distribution of X - μ can be characterized by its mean and variance.

Mean of X - μ:

The mean of X - μ can be calculated as follows:

E(X - μ) = E(X) - E(μ) = μ - μ = 0

Variance of X - μ:

The variance of X - μ can be calculated as follows:

Var(X - μ) = Var(X)

From the properties of variance, we know that for a random variable X, the variance remains unchanged when a constant is added or subtracted. Since μ is a constant, the variance of X - μ is equal to the variance of X.

Therefore, the distribution of X - μ has a mean of 0 and the same variance as X. This means that X - μ has the same distribution as X, just shifted by a constant value of -μ. In other words, the distribution of X - μ is centered around 0 and has the same spread as the original distribution of X.

In summary, if we take a sample of size n from a random variable X with mean μ and variance σ^2, the distribution of X - μ will have a mean of 0 and the same variance σ^2 as X.

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Unit test h(t)=(t+3)^(2)+5 Over which interval does h have a negative average rate of change? Choose 1 answer:

Answers

Therefore, the function h(t) has a negative average rate of change over the interval t < -3.

To determine over which interval the function [tex]h(t) = (t + 3)^2 + 5[/tex] has a negative average rate of change, we need to find the intervals where the function is decreasing.

Taking the derivative of h(t) with respect to t will give us the instantaneous rate of change, and if the derivative is negative, it indicates a decreasing function.

Let's calculate the derivative of h(t) using the power rule:

h'(t) = 2(t + 3)

To find the intervals where h'(t) is negative, we set it less than zero and solve for t:

2(t + 3) < 0

Simplifying the inequality:

t + 3 < 0

Subtracting 3 from both sides:

t < -3

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Answer all, Please
1.)
2.)
The graph on the right shows the remaining life expectancy, {E} , in years for females of age x . Find the average rate of change between the ages of 50 and 60 . Describe what the ave

Answers

According to the information we can infer that the average rate of change between the ages of 50 and 60 is -0.9 years per year.

How to find the average rate of change?

To find the average rate of change, we need to calculate the difference in remaining life expectancy (E) between the ages of 50 and 60, and then divide it by the difference in ages.

The remaining life expectancy at age 50 is 31.8 years, and at age 60, it is 22.8 years. The difference in remaining life expectancy is 31.8 - 22.8 = 9 years. The difference in ages is 60 - 50 = 10 years.

Dividing the difference in remaining life expectancy by the difference in ages, we get:

9 years / 10 years = -0.9 years per year.

So, the average rate of change between the ages of 50 and 60 is -0.9 years per year.

In this situation it represents the average decrease in remaining life expectancy for females between the ages of 50 and 60. It indicates that, on average, females in this age range can expect their remaining life expectancy to decrease by 0.9 years per year.

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Belief in Haunted Places A random sample of 340 college students were asked if they believed that places could be haunted, and 133 responded yes. Estimate the true proportion of college students who believe in the possibility of haunted places with 95% confidence. According to Time magazine, 37% of Americans believe that places can be haunted. Round intermediate and final answers to at least three decimal places.

Answers

According to the given data, a random sample of 340 college students were asked if they believed that places could be haunted, and 133 responded yes.

The aim is to estimate the true proportion of college students who believe in the possibility of haunted places with 95% confidence. Also, it is given that according to Time magazine, 37% of Americans believe that places can be haunted.

The point estimate for the true proportion is:

P-hat = x/

nowhere x is the number of students who believe in the possibility of haunted places and n is the sample size.= 133/340

= 0.3912

The standard error of P-hat is:

[tex]SE = sqrt{[P-hat(1 - P-hat)]/n}SE

= sqrt{[0.3912(1 - 0.3912)]/340}SE

= 0.0307[/tex]

The margin of error for a 95% confidence interval is:

ME = z*SE

where z is the z-score associated with 95% confidence level. Since the sample size is greater than 30, we can use the standard normal distribution and look up the z-value using a z-table or calculator.

For a 95% confidence level, the z-value is 1.96.

ME = 1.96 * 0.0307ME = 0.0601

The 95% confidence interval is:

P-hat ± ME0.3912 ± 0.0601

The lower limit is 0.3311 and the upper limit is 0.4513.

Thus, we can estimate with 95% confidence that the true proportion of college students who believe in the possibility of haunted places is between 0.3311 and 0.4513.

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Consider the given vector equation. r(t)=⟨4t−4,t ^2 +4⟩ (a) Find r ′(t).

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Taking the limit of r'(t) as Δt → 0, we get:  r'(t) = <4, 2t>  The vector equation r(t) = <4t - 4, t² + 4> is given.

We need to find r'(t).

Given the vector equation, r(t) = <4t - 4, t² + 4>

Let r(t) = r'(t) = We need to differentiate each component of the vector equation separately.

r'(t) = Differentiating the first component,

f(t) = 4t - 4, we get f'(t) = 4

Differentiating the second component, g(t) = t² + 4,

we get g'(t) = 2t

So, r'(t) =  = <4, 2t>

Hence, the required vector is r'(t) = <4, 2t>

We have the vector equation r(t) = <4t - 4, t² + 4> and we know that r'(t) = <4, 2t>.

Now, let's find r'(t) using the definition of the derivative: r'(t) = [r(t + Δt) - r(t)]/Δtr'(t)

= [<4(t + Δt) - 4, (t + Δt)² + 4> - <4t - 4, t² + 4>]/Δtr'(t)

= [<4t + 4Δt - 4, t² + 2tΔt + Δt² + 4> - <4t - 4, t² + 4>]/Δtr'(t)

= [<4t + 4Δt - 4 - 4t + 4, t² + 2tΔt + Δt² + 4 - t² - 4>]/Δtr'(t)

= [<4Δt, 2tΔt + Δt²>]/Δt

Taking the limit of r'(t) as Δt → 0, we get:

r'(t) = <4, 2t> So, the answer is correct.

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If the researcher has chosen a significance level of 1% (instead of 5% ) before she collected the sample, does she still reject the null hypothesis? Returning to the example of claiming the effectiveness of a new drug. The researcher has chosen a significance level of 5%. After a sample was collected, she or he calculates that the p-value is 0.023. This means that, if the null hypothesis is true, there is a 2.3% chance to observe a pattern of data at least as favorable to the alternative hypothesis as the collected data. Since the p-value is less than the significance level, she or he rejects the null hypothesis and concludes that the new drug is more effective in reducing pain than the old drug. The result is statistically significant at the 5% significance level.

Answers

If the researcher has chosen a significance level of 1% (instead of 5%) before she collected the sample, it would have made it more challenging to reject the null hypothesis.

Explanation: If the researcher had chosen a significance level of 1% instead of 5%, she would have had a lower chance of rejecting the null hypothesis because she would have required more powerful data. It is crucial to note that significance level is the probability of rejecting the null hypothesis when it is accurate. The lower the significance level, the less chance of rejecting the null hypothesis.

As a result, if the researcher had picked a significance level of 1%, it would have made it more difficult to reject the null hypothesis.

Conclusion: Therefore, if the researcher had chosen a significance level of 1%, it would have made it more challenging to reject the null hypothesis. However, if the researcher had been able to reject the null hypothesis, it would have been more significant than if she had chosen a significance level of 5%.

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Monday, the Produce manager, Arthur Applegate, stacked the display case with 80 heads of lettuce. By the end of the day, some of the lettuce had been sold. On Tuesday, the manager surveyed the display case and counted the number of heads that were left. He decided to add an equal number of heads. ( He doubled the leftovers.) By the end of the day, he had sold the same number of heads as Monday. On Wednesday, the manager decided to triple the number of heads that he had left. He sold the same number that day, too. At the end of this day, there were no heads of lettuce left. How many were sold each day?

Answers

20 heads of lettuce were sold each day.

In this scenario, Arthur Applegate, the produce manager, stacked the display case with 80 heads of lettuce on Monday. On Tuesday, the manager surveyed the display case and counted the number of heads that were left. He decided to add an equal number of heads. This means that the number of heads of lettuce was doubled. So, now the number of lettuce heads in the display was 160. He sold the same number of heads as he did on Monday, i.e., 80 heads of lettuce. On Wednesday, the manager decided to triple the number of heads that he had left.

Therefore, he tripled the number of lettuce heads he had left, which was 80 heads of lettuce on Tuesday. So, now there were 240 heads of lettuce in the display. He sold the same number of lettuce heads that day too, i.e., 80 heads of lettuce. Therefore, the number of lettuce heads sold each day was 20 heads of lettuce.

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Use split function in python to create two list from list = "200 73.86 210 45.25 220 38.44". One list showing the whole number and the other the decimal amount.
ex.
whole = [200, 210, 220]
decimal = [73.86, 45.25, 38.44]

Answers

The given Python code uses the split function to separate a string into two lists, one containing whole numbers and the other containing decimal amounts, by checking for the presence of a decimal point in each element of the input list.

Here's how you can use the split function in Python to create two lists, one containing the whole numbers and the other containing the decimal amounts:```
lst = "200 73.86 210 45.25 220 38.44"
lst = lst.split()
whole = []
decimal = []
for i in lst:
   if '.' in i:
       decimal.append(float(i))
   else:
       whole.append(int(i))
print("Whole numbers list: ", whole)
print("Decimal numbers list: ", decimal)

```The output of the above code will be:```
Whole numbers list: [200, 210, 220]
Decimal numbers list: [73.86, 45.25, 38.44]


```In the above code, we first split the given string `lst` by spaces using the `split()` function, which returns a list of strings. We then create two empty lists `whole` and `decimal` to store the whole numbers and decimal amounts respectively. We then loop through each element of the `lst` list and check if it contains a decimal point using the `in` operator. If it does, we convert it to a float using the `float()` function and append it to the `decimal` list. If it doesn't, we convert it to an integer using the `int()` function and append it to the `whole` list.

Finally, we print the two lists using the `print()` function.

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suppose you have a large box of pennies of various ages and plan to take a sample of 10 pennies. explain how you can estimate that probability that the range of ages is greater than 15 years.

Answers

To estimate the probability that the range of ages is greater than 15 years in a sample of 10 pennies, randomly select multiple samples, calculate the range for each sample, count the number of samples with a range greater than 15 years, and divide it by the total number of samples.

To estimate the probability that the range of ages among a sample of 10 pennies is greater than 15 years, you can follow these steps:

1. Determine the range of ages in the sample: Calculate the difference between the oldest and youngest age among the 10 pennies selected.

2. Repeat the sampling process: Randomly select multiple samples of 10 pennies from the large box and calculate the range of ages for each sample.

3. Record the number of samples with a range greater than 15 years: Count how many of the samples have a range greater than 15 years.

4. Estimate the probability: Divide the number of samples with a range greater than 15 years by the total number of samples taken. This will provide an estimate of the probability that the range of ages is greater than 15 years in a sample of 10 pennies.

Keep in mind that this method provides an estimate based on the samples taken. The accuracy of the estimate can be improved by increasing the number of samples and ensuring that the samples are selected randomly from the large box of pennies.

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Test the claim that the mean GPA of night students is smaller than 2.3 at the 0.10 significance level.
Based on a sample of 39 people, the sample mean GPA was 2.28 with a standard deviation of 0.14
The p-value is: __________ (to 3 decimal places)
The significance level is: ____________ ( to 2 decimal places)

Answers

The p-value of the test is given as follows:

0.19.

The significance level is given as follows:

0.10.

As the p-value is greater than the significance level, there is not enough evidence to conclude that the mean GPA of night students is smaller than 2.3 at the 0.10 significance level.

How to obtain the p-value?

The equation for the test statistic is given as follows:

[tex]t = \frac{\overline{x} - \mu}{\frac{s}{\sqrt{n}}}[/tex]

In which:

[tex]\overline{x}[/tex] is the sample mean.[tex]\mu[/tex] is the value tested at the null hypothesis.s is the standard deviation of the sample.n is the sample size.

The parameters for this problem are given as follows:

[tex]\overline{x} = 2.28, \mu = 2.3, s = 0.14, n = 39[/tex]

Hence the test statistic is given as follows:

[tex]t = \frac{2.28 - 2.3}{\frac{0.14}{\sqrt{39}}}[/tex]

t = -0.89.

The p-value of the test is found using a t-distribution calculator, with a left-tailed test, 39 - 1 = 38 df and t = -0.89, hence it is given as follows:

0.19.

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dedimal jistes.) (a) Fina the aveage velocity toring eich time centod. (1) [1,2] (in) (1,1 int \operatorname{cim}^{2} (14) \{1,1.011 entere (m) [1,1,00 s) सrys tink

Answers

The average velocity during the time intervals [1,2], [1,1.01], [1.01,4], and [1,100] are 0 m/s, 0 m/s, 0.006 m/s, and 0.0003 m/s respectively.

We have given some time intervals with corresponding position values, and we have to find the average velocity in each interval.Here is the given data:Time (s)Position (m)111.0111.0141.0281.041

Average velocity is the displacement per unit time, i.e., (final position - initial position) / (final time - initial time).We need to find the average velocity in each interval:(a) [1,2]Average velocity = (1.011 - 1.011) / (2 - 1) = 0m/s(b) [1,1.01]Average velocity = (1.011 - 1.011) / (1.01 - 1) = 0m/s(c) [1.01,4]

velocity = (1.028 - 1.011) / (4 - 1.01) = 0.006m/s(d) [1,100]Average velocity = (1.041 - 1.011) / (100 - 1) = 0.0003m/s

Therefore, the average velocity during the time intervals [1,2], [1,1.01], [1.01,4], and [1,100] are 0 m/s, 0 m/s, 0.006 m/s, and 0.0003 m/s respectively.

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Question 5 (1 point ) a ,x-intercept (s): 1y-intercept (s): 1&3 b ,x-intercept (s): 6y-intercept (s): 6&18 c ,x-intercept (s): 1 & 3y-intercept (s): 1 d ,x-intercept (s): 6 & 18y-intercept (s): - 18 Question 6 ( 1 point )

Answers

The given question deals with x and y intercepts of various graphs. In order to understand and solve the question, we first need to understand the concept of x and y intercepts of a graph.

It is the point where the graph of a function crosses the x-axis. In other words, it is a point on the x-axis where the value of y is zero-intercept: It is the point where the graph of a function crosses the y-axis.

Now, let's come to the Given below are different sets of x and y intercepts of four different graphs: x-intercept (s): 1y-intercept (s): 1& x-intercept (s): 6y-intercept (s): 6&18c) x-intercept (s): 1 & 3y-intercept (s): 1x-intercept (s): 6 & 18y-intercept (s).

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2. (P, 30%) Airlines often overbook flights nowadays. Suppose an airline has empirical data suggesting that 5% of passengers who make reservations on a certain flight would fail to show up. A flight holds 50 passengers, and the airline sells 52 tickets for each trip. Assuming independence for each passenger showing up.
a) What is the probability that all the passenger who show up will have a seat?
b) What is the mean and standard deviation of the number of the passengers will show up for each trip?

Answers

a.  The probability that all the passengers who show up will have a seat is: P(X ≤ 50) = Σ(C(52, k) * 0.95^k * 0.05^(52-k)) for k = 0 to 50

b. The standard deviation of the number of passengers who show up is: σ = √(52 * 0.95 * 0.05)

a) To find the probability that all the passengers who show up will have a seat, we need to calculate the probability that the number of passengers who show up is less than or equal to the capacity of the flight, which is 50.

Since each passenger's decision to show up or not is independent and follows a binomial distribution, we can use the binomial probability formula:

P(X ≤ k) = Σ(C(n, k) * p^k * q^(n-k)), where n is the number of trials, k is the number of successes, p is the probability of success, and q is the probability of failure.

In this case, n = 52 (number of tickets sold), k = 50 (capacity of the flight), p = 0.95 (probability of a passenger showing up), and q = 1 - p = 0.05 (probability of a passenger not showing up).

Using this formula, the probability that all the passengers who show up will have a seat is:

P(X ≤ 50) = Σ(C(52, k) * 0.95^k * 0.05^(52-k)) for k = 0 to 50

Calculating this sum will give us the probability.

b) The mean and standard deviation of the number of passengers who show up can be calculated using the properties of the binomial distribution.

The mean (μ) of a binomial distribution is given by:

μ = n * p

In this case, n = 52 (number of tickets sold) and p = 0.95 (probability of a passenger showing up).

So, the mean number of passengers who show up is:

μ = 52 * 0.95

The standard deviation (σ) of a binomial distribution is given by:

σ = √(n * p * q)

In this case, n = 52 (number of tickets sold), p = 0.95 (probability of a passenger showing up), and q = 1 - p = 0.05 (probability of a passenger not showing up).

So, the standard deviation of the number of passengers who show up is: σ = √(52 * 0.95 * 0.05)

Calculating these values will give us the mean and standard deviation.

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Q3
Find an equation of the line that contains the given pair of points. The equation of the line is (21,26),(2,7) (Simplify your answer. Type your answer in slope-intercept form.)

Answers

The equation of the line passing through the points (21, 26) and (2, 7) in slope-intercept form is y = (19/19)x + (7 - (19/19)2), which simplifies to y = x + 5.

To find the equation of the line, we can use the slope-intercept form of a linear equation, which is y = mx + b, where m represents the slope and b represents the y-intercept.

First, we need to find the slope (m) of the line. The slope is calculated using the formula: m = (y₂ - y₁) / (x₂ - x₁), where (x₁, y₁) and (x₂, y₂) are the coordinates of the two points on the line.

Let's substitute the coordinates (21, 26) and (2, 7) into the slope formula:

m = (7 - 26) / (2 - 21) = (-19) / (-19) = 1

Now that we have the slope (m = 1), we can find the y-intercept (b) by substituting the coordinates of one of the points into the slope-intercept form.

Let's choose the point (2, 7):

7 = (1)(2) + b

7 = 2 + b

b = 7 - 2 = 5

Finally, we can write the equation of the line in slope-intercept form:

y = 1x + 5

Therefore, the equation of the line that contains the given pair of points (21, 26) and (2, 7) is y = x + 5.

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Find the slope of the line that passes through Point A(-2,0) and Point B(0,6)

Answers

The slope of a line measures the steepness of the line relative to the horizontal line. It is calculated using the slope formula, which is a ratio of the vertical and horizontal distance traveled between two points on the line.

To find the slope of the line that passes through point A(-2,0) and point B(0,6), you can use the slope formula:\text{slope} = \frac{\text{rise}}{\text{run}} where the rise is the vertical change and the run is the horizontal change between two points.In this case, the rise is 6 - 0 = 6, and the run is 0 - (-2) = 2. So, the slope is:\text{slope} = \frac{6 - 0}{0 - (-2)} = \frac{6}{2} = 3.

Therefore, the slope of the line that passes through point A(-2,0) and point B(0,6) is 3.In coordinate geometry, the slope of a line is a measure of how steep the line is relative to the horizontal line. The slope is a ratio of the vertical and horizontal distance traveled between two points on the line. The slope formula is used to calculate the slope of a line.

The slope formula is a basic algebraic equation that can be used to find the slope of a line. It is given by:\text{slope} = \frac{\text{rise}}{\text{run}} where the rise is the vertical change and the run is the horizontal change between two points.The slope of a line is positive if it goes up and to the right, and negative if it goes down and to the right.

The slope of a horizontal line is zero, while the slope of a vertical line is undefined. A line with a slope of zero is a horizontal line, while a line with an undefined slope is a vertical line.

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A decrease in alpha An increase in the residual variance An increase in the market return An increase in alpha Discuss the similarities and differences between the two in terms of their causes and impacts on the economies of the two countries and on the global economy. Discuss the similarities and differences in the solutions that were implemented to end the crises. In what ways, if any, does the current situation in Turkey and its currency, the Turkish Lira, resemble that of Asia or Mexico? The cumulative frequency column indicates the percent of scores a given value Using JSP, Java Servlets and JDBC,Develop an application for course registration for Academic year 2022-2023.You need to provide the registration page with Reg. Number, Name and List of courses ( 10 Courses) along with its credits(2/3/4). You need validate that the student has taken minimum credits (16) and not exceeded the maximum credits (26). Once the student satisfies the minimum and maximum credits, you need to confirm the registration and update the details in the database. Finally, generate the course registration report ( Reg. Number, Name, Number of courses, total credits). True or False. Harvesting grapes is generally done in the hottest part of the day If leakages in an economy are less than injections, what wouldexpect to happen in regard to economic activity?Select one:a.contractb.expandc.hold steadyd.increase in the short-run and declin In each of the following, decide whether the given quantified statement is true or false (the domain for both x and y is the set of all real numbers). Provide a brief justification in each case. 1. (xR)(yR)(y3=x) 2. yR,xR,x Which statement is true about the Excel function =VLOOKUP?(a) The 4th input variable (range_lookup) is whether the data is true (high veracity) or false (low veracity).(b) The first input variable (lookup_value) has a matching variable in the table array of interest.(c) =VLOOKUP checks the cell immediately up from the current cell.(d) =VLOOKUP measures the volume of data in the dataset.The director of an analytics team asks 4 of the team's analysts to prepare a report on the relationship between two variables in a sample. The 4 analysts provided the following list of responses. Which is the one response that could be correct?(a) correlation coefficient = -0.441, covariance = -0.00441(b) coefficient = 0, covariance = 0.00441(c) correlation coefficient = 0, covariance = -0.00441(d) correlation coefficient = 0.441, covariance = -441.0 Write The Vector With A Magnitude Of 275 In The Direction Of 2,1,2 As The Product Of The Magnitude And A Unit Vector. The energy released in two chemical reactions are 453000 Joules and 7810 Joules. What is the total energy of the two reactions, taking into account the precision in each number? Recall that when numbers are added, the sum is only as precise as the least precise of the numbers added. Do * not * write your answer in scientific notation. Do not use spaces or commas in your answer. the doubly charged ion n2 n2 is formed by removing two electrons from a nitrogen atom. part a what is the ground-state electron configuration for the n2 n2 ion?