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P[A intersection B] = 0

P[A union B] = P[A] + P[B] = 1/4 + 1/8 = 3/8.

P[A intersection B^c] = P[A] = 1/4.

P[A union B^c] = P[B^c] = 1 - P[B] = 1 - 1/8 = 7/8.

A and B are not independent events.

In an experiment, A and B are mutually exclusive events, meaning they cannot both occur simultaneously. Given that P[A] = 1/4 and P[B] = 1/8, we can find the requested probabilities as follows:

1. P[A intersection B]: Since A and B are mutually exclusive, their intersection is an empty set. Therefore, P[A intersection B] = 0.

2. P[A union B]: For mutually exclusive events, the probability of their union is the sum of their individual probabilities. So, P[A union B] = P[A] + P[B] = 1/4 + 1/8 = 3/8.

3. P[A intersection B^c]: Since A and B are mutually exclusive, B^c (the complement of B) includes A. Therefore, P[A intersection B^c] = P[A] = 1/4.

4. P[A union B^c]: This is the probability of either A or B^c (or both) occurring. Since A is included in B^c, P[A union B^c] = P[B^c] = 1 - P[B] = 1 - 1/8 = 7/8.

Now, let's check if A and B are independent. Events are independent if P[A intersection B] = P[A] × P[B]. In this case, P[A intersection B] = 0, while P[A] × P[B] = (1/4) × (1/8) = 1/32. Since 0 ≠ 1/32, A and B are not independent events.

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We can start by rearranging the equation of the parabola into vertex form:

9x^2 = -8y

x^2 = (-8/9)y

Completing the square, we get:

x^2 = (-8/9)(y + 0)

x^2 = (-8/9)(y - 0)

The vertex is (0,0), and the parabola opens downwards since the coefficient of y is negative. The distance from the vertex to the focus is given by:

4p = -8/9

p = -2/9

Therefore, the focus is located at (0, -2/9). The directrix is a horizontal line located at a distance of p below the vertex, so it is given by:

y = p = -2/9

To sketch the graph, we can plot the vertex at (0,0) and then use the focus and directrix to draw the parabola symmetrically. The parabola will open downwards and extend infinitely in both directions. Here is a rough sketch of the graph:

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Based on the given information and using the concept of proportionality, the total cost to make 1,000 cards is approximately $2,667.

To find the total cost to make 1,000 cards, we can use the concept of proportionality. We know that the cost is directly proportional to the number of cards produced.

Let's set up a proportion using the given information:

300 cards -> $800

550 cards -> $1,300

We can set up the proportion as follows:

(300 cards) / ($800) = (1,000 cards) / (x)

Cross-multiplying, we get:

300x = 1,000 * $800

300x = $800,000

Dividing both sides by 300, we find:

x ≈ $2,666.67

Rounding to the nearest dollar, the total cost to make 1,000 cards is approximately $2,667.

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The surface integral of F over the entire cube is also zero. The dot product F · n simplifies to x y z or -x^2 y z or x y z^2, depending on the component of n that is non-zero.

The surface integral of F = (x y z) i - (x^2 y z) j + (x y z^2) k over the cube with vertices (6,1,1), (6,1,7), (6,7,1), (6,7,7), (12,1,1), (12,1,7), (12,7,1), and (12,7,7), oriented outward is zero.

We can split the surface integral into six integrals, one for each face of the cube. For each face, we can use the formula ∫∫ F · dS = ∫∫ F · n dA, where F is the vector field, dS is an infinitesimal piece of surface area, n is the outward pointing unit normal to the surface, and dA is an infinitesimal piece of surface area on the surface. The dot product F · n simplifies to x y z or -x^2 y z or x y z^2, depending on the component of n that is non-zero.

For each face of the cube, the integral of F · n over the surface is zero, since the component of n that is non-zero changes sign across each face and the limits of integration cancel each other out. Therefore, the surface integral of F over the entire cube is also zero.

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A person's height in feet is a quantitative variable because it is a measurable and numerical quantity that can be expressed in units of measurement. Height can be measured with a ruler or other measuring device, and the value obtained represents a continuous quantity that can be compared and analyzed using mathematical operations.

Qualitative variables, on the other hand, are variables that cannot be measured with a numerical value. They represent characteristics or attributes of a population or sample, such as gender, ethnicity, or eye color. These variables are typically represented by categories or labels rather than numerical values.

In summary, a person's height in feet is a quantitative variable because it represents a numerical measurement that can be quantified and compared. Qualitative variables, on the other hand, represent non-numerical characteristics or attributes and are typically represented by categories or labels.

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Answer:

1/663

Step-by-step explanation:

The probability of drawing a 3 as the first card from a 52-card deck is 4/52, since there are four 3s in the deck. After removing the 3, the probability of drawing the Queen of Hearts as the second card from a now 51-card deck is 1/51, as there is only one Queen of Hearts remaining.

To find the probability of both events occurring,  multiply the probabilities: (4/52) x (1/51) = 1/663.

Therefore, the probability of randomly drawing a 3 and then without replacing it, drawing the Queen of Hearts is 1/663.

anbn = bn(an) for arbitrary elements a and b in g, we conclude that g is an abelian group (commutative).

To show that g is abelian, we need to demonstrate that for any two elements a and b in g, their product ab is equal to ba.

Let's consider two arbitrary elements a and b in g. Since n = z/2z, we have n^2 = e, where e is the identity element in g. Thus, we can write n^2 = (z/2z)^2 = z^2/(2z)^2 = z^2/(4z^2) = z/4z = e.

Now, let's examine the element ng = g/n = z/5z. Since n^2 = e, we can rewrite ng as g/n = g/n^2 = g/n * n = gn.

Using the properties of ng and n, we can manipulate the expression ab as follows:

ab = ab * e = ab * (n^2) = (ab * n) * n = (an) * (bn) = (an)(bn) = anbn.

Similarly, we can rewrite ba as ba = ba * e = ba * (n^2) = (ba * n) * n = (bn) * (an) = (bn)(an) = bn(an).

Since anbn = bn(an) for arbitrary elements a and b in g, we conclude that g is an abelian group (commutative).

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The missing justification in the proof that m<1 = m<3 in Janet's sketch is the Angle Bisector Theorem.

The Angle Bisector Theorem states that if a ray bisects an angle of a triangle, it divides the opposite side into two segments that are proportional to the other two sides of the triangle. In this case, we can assume that m<1 and m<3 are angles of a triangle, and the ray bisects the angle formed by these two angles.

To prove that m<1 = m<3, Janet needs to provide the justification that the ray in her sketch bisects the angle formed by m<1 and m<3. By using the Angle Bisector Theorem, she can state that the ray divides the side opposite m<1 into two segments that are proportional to the other two sides of the triangle.

By providing the Angle Bisector Theorem as the missing justification in the proof, Janet can demonstrate to her client that m<1 = m<3 in her sketch.

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Answer:

The answer is Supplementary angle

Step-by-step explanation:

When you look at the steps angle one and 3 equal 180 making it supplementary. PLus I got it right on the test. ABOVE ANSWER IS WRONG

The ant will be on the side opposite corner T when it has covered 5/8th of the total distance around the pentagon.

A regular pentagon has five equal sides, and the ant starts from the corner P. The ant crawls around the border of the pentagon. To determine on which side of the pentagon the ant will be when it has covered 5/8th of the total distance around the pentagon, we need to consider the proportion of the total distance covered.

In a regular pentagon, the total distance around the pentagon is equal to the perimeter. Let's denote the perimeter of the pentagon as P. Since all sides of the pentagon are equal, the perimeter can be expressed as 5 times the length of one side.

Let's say the length of one side of the pentagon is s. Then, the perimeter P is given by P = 5s.

To determine the side of the pentagon where the ant will be when it has covered 5/8th of the total distance, we need to find the corresponding fraction of the perimeter.

The distance covered by the ant is 5/8th of the total distance around the pentagon. Let's denote this distance as D.

D = (5/8)P

Since P = 5s, we can substitute P in terms of s:

D = (5/8)(5s) = (25/8)s

This means that the distance covered by the ant is (25/8) times the length of one side.

Now, let's consider the sides of the pentagon. The ant starts from corner P, and as it crawls around the border, it reaches each corner of the pentagon.

Since the ant has covered (25/8) times the length of one side, it will be on the third side of the pentagon when it has covered 5/8th of the total distance. This corresponds to the side opposite corner T.

Therefore, the ant will be on the side opposite corner T when it has covered 5/8th of the total distance around the pentagon.

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The first partial derivatives of the function f(x, y) = x^4 - 6xy^5 are ∂f/∂x = 4x^3 - 6y^5 and ∂f/∂y = -30xy^4.

The first partial derivatives of the function f(x, y) = x^4 - 6xy^5 with respect to x and y can be found as follows.

The partial derivative with respect to x (denoted as ∂f/∂x) can be obtained by treating y as a constant and differentiating the function with respect to x. In this case, the derivative of x^4 with respect to x is 4x^3. The derivative of -6xy^5 with respect to x is -6y^5, as the constant -6y^5 does not depend on x. Therefore, the first partial derivative of f(x, y) with respect to x is ∂f/∂x = 4x^3 - 6y^5.

Similarly, the partial derivative with respect to y (denoted as ∂f/∂y) can be found by treating x as a constant and differentiating the function with respect to y. The derivative of -6xy^5 with respect to y is -30xy^4, as the constant -6x does not depend on y. Thus, the first partial derivative of f(x, y) with respect to y is ∂f/∂y = -30xy^4.

In summary, the first partial derivatives of the function f(x, y) = x^4 - 6xy^5 are ∂f/∂x = 4x^3 - 6y^5 and ∂f/∂y = -30xy^4. These derivatives represent the rates at which the function changes with respect to each variable individually.

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we can estimate the MAD to be around 22.5.

To find the mean of the scores, we add up all the scores and divide by the total number of scores. However, we are given a range of scores rather than the actual scores themselves. To find an estimate of the mean, we can use the midpoint of the range, which is (40 + 85)/2 = 62.5.

                                                   Therefore, we can estimate the mean to be around 62.5.

b. The MAD (mean absolute deviation) measures the average distance of each data point from the mean. Again, we do not have the actual scores, but we can estimate the MAD using the range. The range is 85 - 40 = 45. Half of the range is 22.5.

                                    Therefore, we can estimate the MAD to be around 22.5.

These estimates are rough and assume a uniform distribution of scores within the given range. Without actual data points, we cannot calculate the exact mean and MAD.

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Answer:

2, 3, 4, 5

Step-by-step explanation:

Answer:

I believe 4 of these are correct,

answer choice, 2,3,4and

Step-by-step explanation:

2 and 3 are correct because of the inverse of the parallel theorem and answer choice 4 is just a straight line has an angle of 180. Since angle 3 corresponds to angle 7 also meaning they are congruent. We can say angle 1 and 7 add up to 180. As for answer 5, it is the same side interior thereom

The probability that a randomly selected adult has an undergraduate degree would be 0.30 or 30%.

To determine the probability that an adult's highest level of education is an undergraduate degree, we would need information about the distribution of education levels in the population. Without this information, it is not possible to calculate the exact probability.

However, if we assume that the distribution of education levels in the population follows a normal distribution, we can make an estimate. Let's say that based on available data, we know that approximately 30% of the adult population has an undergraduate degree.

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The difference in the amount of cold drink received by a grade 11 learner and assisting learners in milliliters is 324.14 ml.

Ms Lethebe purchased 15 two-litre bottles of cold drink for 116 learners who went on an excursion. She used a 250 ml cup to measure the drink poured for each learner. One cup = 250 ml, and 1 liter = 1000 ml.

If Ms Lethebe gave 2/3 cup to the assisting learners, we need to calculate the difference in the amount of cold drink that the grade 11 learners and the assisting learners received.

Let the volume of cold drink received by each grade 11 learner be "x" ml, and the volume of cold drink received by each assisting learner be "y" ml. Then, we can use the following equations:x × 116 = 15 × 2 × 1000, since Ms Lethebe purchased 15 two-litre bottles of cold drink.

This simplifies to:x = 325.86 ml per grade 11 learnery × 2/3 × 116 = 15 × 2 × 1000, since the assisting learners received 2/3 cup from Ms Lethebe. This simplifies to:y = 650 ml per assisting learner

Therefore, the difference in the amount of cold drink received by a grade 11 learner and assisting learners in milliliters is:y - x = 650 - 325.86 = 324.14 ml

Therefore, the difference in the amount of cold drink received by a grade 11 learner and assisting learners in milliliters is 324.14 ml.

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A  linear model is appropriate for this data set.

To construct a scatterplot, we plot the pH values on the x-axis and the dry matter yields on the y-axis. After plotting the data points, we can see that there is a positive linear relationship between pH and dry matter yield.

To verify whether a linear model is appropriate, we can look at the scatterplot and check if the data points roughly follow a straight line. In this case, we can see that the data points appear to follow a linear pattern, so a linear model is appropriate.

We can also calculate the correlation coefficient (r) to see how strong the linear relationship is. The correlation coefficient is a value between -1 and 1 that measures the strength and direction of the linear relationship.

In this case, the correlation coefficient is 0.87, which indicates a strong positive linear relationship between pH and dry matter yield.

Therefore, we can conclude that a linear model is appropriate for this data set.

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The linear regression for the given points is y = 0.7x + 0.9.

To calculate the linear regression, we need to find the equation of the line that best fits the given data points. The equation of a line is typically represented as y = mx + b, where m is the slope of the line and b is the y-intercept.

Let's calculate the slope, m, and the y-intercept, b, using the given data points (1, 1), (2, 3), (4, 5), and (5, 4).

Step 1: Calculate the mean values of x and y.

x bar = (1 + 2 + 4 + 5) / 4 = 3

y bar = (1 + 3 + 5 + 4) / 4 = 3.25

Step 2: Calculate the differences between each x-value and the mean of x (x - x bar) and the differences between each y-value and the mean of y (y - y bar).

(1 - 3) = -2

(2 - 3) = -1

(4 - 3) = 1

(5 - 3) = 2

(1 - 3.25) = -2.25

(3 - 3.25) = -0.25

(5 - 3.25) = 1.75

(4 - 3.25) = 0.75

Step 3: Calculate the sums of the products of the differences (x - x bar) and (y - y bar) and the sums of the squares of the differences (x - x bar)².

Σ((x - x bar)(y - y bar)) = (-2)(-2.25) + (-1)(-0.25) + (1)(1.75) + (2)(0.75) = 7.5

Σ((x - x bar)²) = (-2)² + (-1)² + (1)² + (2)² = 10

Step 4: Calculate the slope, m, using the formula:

m = Σ((x - x bar)(y - y bar)) / Σ((x - x bar)²) = 7.5 / 10 = 0.75

Step 5: Calculate the y-intercept, b, using the formula:

b = y bar - m * x bar = 3.25 - (0.75)(3) = 0.75

Therefore, the equation of the linear regression line is y = 0.75x + 0.75.

Now, we can plot the given points (1, 1), (2, 3), (4, 5), and (5, 4) on a graph and draw the linear regression line y = 0.75x + 0.75. The line will approximate the trend of the data points and show the relationship between x and y.

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The general solution to the non-homogeneous equation is then:

y(x) = y_ h(x) + y_ p(x) = c1 e^ x + c2 e^{-x} + c3 e^{2x} - e^ x

To solve the given differential equation, we first need to find the characteristic equation:

r^3 - 2r^2 - r + 2 = 0

Factoring out (r-1) gives:

(r-1)(r^2 - r - 2) = 0

The quadratic factor can be factored as:

(r-1)(r+1)(r-2) = 0

So the roots of the characteristic equation are r = 1, r = -1, and r = 2.

The general solution to the homogeneous equation y''' - 2y'' - y' + 2y = 0 can be written as:

y_h(x) = c1 e^x + c2 e^{-x} + c3 e^{2x}

To find a particular solution to the non-homogeneous equation y''' - 2y'' - y' + 2y = e^x, we will use the method of undetermined coefficients. We guess that the particular solution has the form:

y_p(x) = A e^x

where A is a constant. Substituting this into the differential equation, we get:

A e^x - 2A e^x - A e^x + 2A e^x = e^x

Simplifying, we get:

-A e^x = e^x

So we must have A = -1. Therefore, the particular solution is:

y_p(x) = -e^x

The general solution to the non-homogeneous equation is then:

y(x) = y_h(x) + y_p(x) = c1 e^x + c2 e^{-x} + c3 e^{2x} - e^x

where c1, c2, and c3 are constants determined by the initial or boundary conditions.

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a) The statement "Let F be a field. If x,y∈F are nonzero, then x⎮y." is False. For a counterexample, consider the field F = ℝ (the set of real numbers).

Let x = 2 and y = 3, both of which are nonzero elements in F. However, x does not divide y since there is no integer k such that y = kx. In general, the statement is false for any field, because fields do not necessarily have a concept of divisibility like integers do.

b) The statement "The ring Z×Z has exactly two units." is False. The ring Z×Z actually has four units. Units are elements that have multiplicative inverses. The four units in Z×Z are (1, 1), (1, -1), (-1, 1), and (-1, -1). To show this, we can verify that their products with their inverses result in the multiplicative identity (1, 1):
- (1, 1) × (1, 1) = (1, 1)
- (1, -1) × (-1, 1) = (1, 1)
- (-1, 1) × (1, -1) = (1, 1)
- (-1, -1) × (-1, -1) = (1, 1)

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The quantity that maximizes profit is q = 50, and the corresponding profit is:

[tex]P(50) = -5(50)^2 + 500(50) - 10,000 = $125,000[/tex]

The profit function P(q) is given by:

[tex]P(q) = R(q) - C(q) = 500q - (10,000 + 5q^2) = -5q^2 + 500q - 10,000[/tex]

To find the quantity q that maximizes profit, we need to find the critical points of P(q) by taking the derivative and setting it equal to zero:

P'(q) = -10q + 500 = 0

Solving for q, we get:

q = 50

To confirm that this is a maximum and not a minimum, we can check the second derivative:

P''(q) = -10 < 0

Since the second derivative is negative at q = 50, this confirms that q = 50 is a maximum.

Therefore, the quantity that maximizes profit is q = 50, and the corresponding profit is:

[tex]P(50) = -5(50)^2 + 500(50) - 10,000 = $125,000[/tex]

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Answer:

PA = 6

Step-by-step explanation:

given a tangent and a secant drawn from an external point to the circle , then the square of the tangent is equal to the product of the secant's external part and the entire secant , that is

PA² = PB × PC = 3 × (3 + 9) = 3 × 12 = 36 ( take square root of both sides )

PA = [tex]\sqrt{36}[/tex] = 6

C -> abbC gives us a grammar for the given language.

To construct a grammar over e = a,b whose language is ambn 0 < n < m < 3n, we can use the following production rules:

S -> abA | aabB | aaabC
A -> abbA | abbbA | aabB | aaabC
B -> abbB | aabC
C -> abbC

In these production rules, S is the start symbol. It generates strings of the form ambn where n < m < 3n. To generate such strings, we start by generating a single "a" followed by "m-n" "a"s and "n" "b"s using the rules A, B, and C. Then, we append "n-m" "b"s using the rule A, followed by a single "b" using the rule S. This gives us a string of the desired form.

This grammar ensures that the language generated only includes strings of the desired form and no other strings. It is a context-free grammar, which means that it can be used to generate an infinite number of strings of the desired form.

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1. The inequality 15 < n means that Noah scored more than 15 points in the basketball game.

2. The inequality n < 25 means that Noah scored less than 25 points in the basketball game.

3. A possible value for n that is a solution to both inequalities is any value between 15 and 25, exclusive. For example, n = 20 is a possible value that satisfies both inequalities.

4. A possible value for n that is a solution to 15 < n but not a solution to n < 25 is any value greater than 15 but less than or equal to 25. For example, n = 20 satisfies the inequality 15 < n but is not a solution to n < 25 since 20 is greater than 25.

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Answer:

Only Square D has the same area as square F after the dilation.

Step-by-step explanation:

Square D would have the same area as square F. When a square is dilated by a scale factor of 1/2, the area of the resulting square is equal to the original area multiplied by the square of the scale factor (in this case, (1/2)^2 = 1/4).

Square A has an area of A, but after dilation, the area of square F is (1/4)A.

Square B has an area of 2A, which is different from (1/4)A.

Square C has an area of 3A, which is different from (1/4)A.

Square D has an area of 4A, which is equal to (1/4)A.

Square E has an area of 5A, which is different from (1/4)A.

Therefore, only Square D has the same area as square F after the dilation.

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The equation that represents the linear relationship between the x-values and the y-values in the table is y = 3x + 2.

The slope of the line passing through the points (0, 2) and (1, 5) is given by:

slope = (change in y) / (change in x) = (5 - 2) / (1 - 0) = 3

Using the point-slope form of the equation of a line, we have:

y - 2 = 3(x - 0)

y = 3x + 2

Therefore, the equation that represents the linear relationship between the x-values and the y-values in the table is y = 3x + 2.

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For a binomial distribution involving 3000 marriages with a probability of 0.45 for divorce within 10 years, the mean is 1350 and the standard deviation is approximately 25.12.

To calculate the mean and standard deviation for a binomial distribution involving 3000 marriages and a divorce probability of 0.45 within 10 years, we use the formulas:

The mean (μ) is found by multiplying the number of trials (n) by the probability of success (p), giving μ = 3000 * 0.45 = 1350.

The standard deviation (σ) is calculated using the formula σ = sqrt(n * p * (1 - p)). Plugging in the values, we get σ = sqrt(3000 * 0.45 * (1 - 0.45)) ≈ 25.12.

The mean represents the expected number of marriages that will end in divorce within 10 years, which in this case is approximately 1350.

The standard deviation measures the spread or variability in the number of marriages that may end in divorce within 10 years, with a value of approximately 25.12.

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1. The test statistic to use here is Z.

2. the test statistic, use the formula: Z = 1.55

3. critical Z-values are -1.645 and 1.645.

4. the p-value = 0.1212.

5.  we fail to reject the null hypothesis.

1. The test statistic to use here is Z, as the sample size (n = 235) is large enough for the Central Limit Theorem to apply.

2. To find the test statistic, use the formula: Z = (sample mean - population mean) / (standard deviation / sqrt(sample size)). In this case, Z = (59.3 - 55) / (29.2 / sqrt(235)) ≈ 1.55.

3. With a 10% level of significance (0.1) and a two-tailed test, the critical Z-values are -1.645 and 1.645. The rejection region bounds are therefore -1.645 and 1.645.

4. The p-value can be found by looking up the Z-value (1.55) in a standard normal distribution table, which gives a value of 0.9394 for the right tail. Since this is a two-tailed test, the p-value = 2 * (1 - 0.9394) ≈ 0.1212.

5. Since the test statistic (1.55) falls within the non-rejection region (-1.645 < 1.55 < 1.645) and the p-value (0.1212) is greater than the significance level (0.1), we fail to reject the null hypothesis.

Thus, there is not enough evidence to conclude that the Argentine population cell phone use is different from the global cell phone use average of 55 per 100 people.

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To compare the equation in Item 1 with the graph in Item 2, let's focus on the y-intercept of each situation first.

Item 1: y = -3x + 4.5

In this equation, the y-intercept is the value of y when x is 0. Plugging in x = 0, we get:

y = -3(0) + 4.5

y = 4.5

Therefore, the y-intercept of Item 1 is 4.5.

Item 2: Graph

Based on the given graph in Item 2, we can observe the y-intercept by looking at where the graph intersects the y-axis. From the graph, it intersects the y-axis at the point (0, 3).

Therefore, the y-intercept of Item 2 is 3.

Comparing the y-intercepts:

The y-intercept of Item 1 is 4.5, while the y-intercept of Item 2 is 3. Since these values are different, we can conclude that:

D. Items 1 and 2 have different rates of change and different y-intercepts.

Note that we haven't considered the rate of change (slope) at this point. We focused solely on the y-intercepts to determine the relationship between the two items.

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The orthogonal complement of subspace S, denoted as S⊥, is equal to the null space (kernel) of the matrix A.

Given the subspace S in ℝ³ spanned by the vectors x = (x₁, x₂, x₃)ᵀ and y = (y₁, y₂, y₃)ᵀ, we want to find the orthogonal complement S⊥. To do this, we can determine the null space (kernel) of the matrix A.

Matrix A is formed by arranging the vector x and y as columns: A = [x y] = [(x₁, x₂, x₃)ᵀ (y₁, y₂, y₃)ᵀ].

To find the null space of A, we solve the homogeneous system of linear equations Ax = 0, where x = (x₁, x₂, x₃, y₁, y₂, y₃)ᵀ. The solutions to this system form the orthogonal complement S⊥.

Therefore, S⊥ = N(A), where N(A) represents the null space (kernel) of matrix A.

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Therefore, the probability that the absolute cumulative rounding error is at least 2 is bounded by 5/12. Therefore, the probability that the absolute cumulative rounding error is at least 2, as approximated by the Central Limit Theorem, is approximately 0.0456.

a. Chebyshev's Inequality states that for any random variable X with finite mean μ and variance σ^2, the probability of X deviating from its mean by more than k standard deviations is bounded by 1/k^2. In this case, the random variable we are interested in is the absolute cumulative rounding error, |C1 + C2 + ... + C20|, which has mean 0 and variance Var(|C1 + C2 + ... + C20|) = Var(C1) + Var(C2) + ... + Var(C20) = 20/12 = 5/3. Using Chebyshev's Inequality with k = 2 standard deviations, we have:

P(|C1 + C2 + ... + C20| ≥ 2) ≤ Var(|C1 + C2 + ... + C20|) / (2^2)

P(|C1 + C2 + ... + C20| ≥ 2) ≤ 5/12

b. According to the Central Limit Theorem, the sum of independent and identically distributed random variables, such as C1, C2, ..., C20, will be approximately normally distributed as the sample size increases. Since each Ci has mean 0 and variance 1/12, the sum S = C1 + C2 + ... + C20 has mean 0 and variance Var(S) = 20/12 = 5/3. Using the standard normal distribution to approximate S, we have:

P(|S| ≥ 2) ≈ P(|Z| ≥ 2) = 2P(Z ≤ -2) ≈ 2(0.0228) ≈ 0.0456

where Z is a standard normal random variable and we have used a standard normal distribution table or calculator to find P(Z ≤ -2) ≈ 0.0228.

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