School Subject: Categorical Models
3. For a 2×2×2 contingency table, check that homogeneous association is a symmetric property by showing that equal conditional XY odds ratios are equivalent to equal conditional YZ odds ratios.

Answers

Answer 1

Homogeneous association in a 2×2×2 contingency table refers to the situation where the association between two variables X and Y is the same across different levels of a third variable Z.

If we have equal conditional XY odds ratios, it means that the strength of the association between X and Y is the same regardless of the level of Z. This indicates homogeneous association between X and Y across different levels of Z.

Now, if we have equal conditional YZ odds ratios, it means that the strength of the association between Y and Z is the same regardless of the level of X. Since X and Y are interchangeable in this context, this implies that the association between X and Y is also the same across different levels of Z.

Thus, we can conclude that equal conditional XY odds ratios are equivalent to equal conditional YZ odds ratios, demonstrating that homogeneous association is a symmetric property in this case.

In summary, in a 2×2×2 contingency table, if we have equal conditional XY odds ratios, it implies equal conditional YZ odds ratios, showing that homogeneous association is a symmetric property.

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Related Questions

PLEASE IM IN CLASS RIGHT NOWWWW

PLEASE IM IN CLASS RIGHT NOWWWW

Answers

Answer:

132

Explanation:

150 • 0.12 = 18 (have red hair)

150 - 18 = 132 (do not have red hair)
It’s 135
Your welcome

write the lengths in order from greatest to least

12.7 ( 12 7/10) 12 3/5 12 3/4

Answers

12 3/5, 12 7/10, 12 3/4

Wayne had to paint his bedroom wall. He accidentally spilled 10% of the paint. He used the 30% of the remaining paint. Given that there was 819 ml of paint left, how much paint did Wayne have at first?​

Answers

The required Wayne had about 1300 ml of paint initially.

What is percentage?

For the most part, percentages are just fractions with 100 as the numerator. We use the percent symbol (%) next to a number to indicate that it is a percent. For instance, if you answered 75 out of 100 questions correctly on a test (75/100), you would have received a score of 75%.

According to question:

Let's denote the amount of paint Wayne had initially as x ml.

After spilling 10% of the paint, Wayne had 0.9x ml of paint left.

Then he used 30% of the remaining paint, which is 0.3(0.9x) = 0.27x ml.

So the amount of paint left after using the 30% is 0.9x - 0.27x = 0.63x ml.

We know that this amount is equal to 819 ml, so we can write:

0.63x = 819

Solving for x, we get:

x = 819/0.63 =

Therefore, Wayne had about 1300 ml of paint initially.

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Pls anyone answer
15 - 8 + - 9​

Answers

Answer:

-2

Step-by-step explanation:

15-8+-9

bodmas

15-8=7

7-9

=-2

Answer: -2

Detailed Solution:

= 15 - 8 + -9
= 15 - 8 - 9
= 7 - 9
=> -2

7) What does a multiplier of \( 1.2 \) mean?

Answers

A multiplier of 1.2 means the value is multiplied or increased by a factor of 1.2.

A multiplier is a term used to represent a factor by which a value is multiplied or increased. It is a numeric value that indicates the extent of the increase or expansion of a given quantity. Multiplication by a multiplier results in scaling or changing the magnitude of the original value.

A multiplier of 1.2 indicates that a value will be increased by 20% or multiplied by a factor of 1.2. This means that when the multiplier is applied to the original value, the resulting value will be 1.2 times the original.

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A boat heading out to sea starts out at Point A, at a horizontal distance of 724 feet from a lighthouse/the shore. From that point, the boat’s crew measures the angle of elevation to the lighthouse’s beacon-light from that point to be 16 ∘ . At some later time, the crew measures the angle of elevation from point B to be 5 ∘ . Find the distance from point A to point B. Round your answer to the nearest foot if necessary.

Answers

The distance from point A to point B is 1496 ft.

What is distance?

Distance is the total movement of an object without any regard to direction. We can define distance as to how much ground an object has covered despite its starting or ending point.

Given that, a boat is at point A which at 724 ft distance from a lighthouse making an angle of elevation to the lighthouse’s beacon-light of 16°, when moved to some distance B making an angle of elevation to the lighthouse’s beacon-light of 5°, we need to find the distance from point A to point B.

Refer to the figure attached,

The whole scene is creating two right triangles, rt Δ CDA and rt Δ CDB

Using the trigonometric functions, in rt Δ CDA,

We have,

tan 16° = CD/DA

CD = tan 16° × 724

CD = 207.6

Therefore, the height of the lighthouse is 207.6 ft

Now,

tan 5° = CD/DB

DB = CD / tan 5°

DB = 2373

The distance between A and B = DB-DA = 2373 - 724 = 1496

Hence, the distance from point A to point B is 1496 ft.

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A boat heading out to sea starts out at Point A, at a horizontal distance of 724 feet from a lighthouse/the

help me please fffffffffffffffffff

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Answers

There is no question context so it is not sufficient for an answer, however I am assuming its asking for you based on the images to pair the charts to graph.

First lets find the slope of (20,-1) (21,-1.5)

\(Slope = \frac{y2-y1}{x2-x1}\)

-1+1.5
20-21

The slope for that chart is 0.5/-1 which is -0.5 or -1/2. This makes that chart paired with the following graph:

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Write an equation for the function that includes the points (1, 18) and (2, 54).

Answers

Answer:

y = 36x - 18

Step-by-step explanation:

(1,18) (2,54)

y2 - y1 / x2 - x1

54 - 18 / 2 - 1

36 / 1

= 36

y = 36x + b

18 = 36(1) + b

18 = 36 + b

-18 = b

In a recent election, 63% of all registered voters participated in voting. In a survey of 275 retired voters, 162 participated in voting. Which is higher, the population proportion who participated or the sample proportion from this survey?

Answers

The population proportion who participated in voting (63%) is higher than the sample proportion from this survey (58.91%).

To determine whether the population proportion who participated in voting or the sample proportion from the survey is higher, we need to compare the percentages.

The population proportion who participated in voting is given as 63% of all registered voters.

This means that out of every 100 registered voters, 63 participated in voting.

In the survey of retired voters, 162 out of 275 participants voted. To calculate the sample proportion, we divide the number of retired voters who participated (162) by the total number of retired voters in the sample (275) and multiply by 100 to get a percentage.

Sample proportion = (162 / 275) \(\times\) 100 ≈ 58.91%, .

Comparing the population proportion (63%) with the sample proportion (58.91%), we can see that the population proportion who participated in voting (63%) is higher than the sample proportion from this survey (58.91%).

Therefore, based on the given data, the population proportion who participated in voting is higher than the sample proportion from this survey.

It's important to note that the sample proportion is an estimate based on the surveyed retired voters and may not perfectly represent the entire population of registered voters.

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determine whether the random variable x is discrete or continuous. explain. let x represent the amount of rain that fell in spring

Answers

The random variable x, which represents the amount of rain (in inches) that fell this spring, is a continuous random variable.

In this context, a continuous random variable is one that can take on any value within a certain range. The amount of rain can be measured with different levels of precision, such as 2.5 inches or 2.5342 inches, indicating that there is an infinite number of possible values between any two given points.

On the other hand, a discrete random variable would involve countable outcomes or a finite number of possible values. For example, if we were counting the number of rainy days during the spring, the random variable would be discrete since it can only take whole number values.

In the case of measuring the amount of rain, there can be infinitely many possible values within any given range, and therefore, it is considered a continuous random variable. So, the correct answer is option A.

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The complete question is:

Decide whether the random variable x is discrete or continuous. Explain your reasoning Let x represent the amount of rain (in inches) that fell this spring. Is the random variable x discrete or continuous? Choose the correct answer below.

A. Continuous, because x is a random variable that cannot be counted.

B. Discrete, because x is a random variable that can be counted.

Suppose set s1 is [1, 2, 5] and set s2 is [2, 3, 6]. After s1.retainAll(s2), s1 is __________.

Answers

After set s1.retainAll(s2), s1 is [2].

After performing the operation s1.retainAll(s2) on sets s1 [1, 2, 5] and s2 [2, 3, 6], the set s1 would become [2].
To determine the value of s1, the following steps has to be taken:


1. Start with sets s1 [1, 2, 5] and s2 [2, 3, 6].
2. Perform the retainAll() operation on s1 with s2.
3. The retainAll() operation keeps only the elements that are common in both sets.
4. The common element in both sets is 2.
5. Therefore, suppose if set s1 is [1, 2, 5] and set s2 is [2, 3, 6] then, after s1.retainAll(s2), the set s1 becomes [2].

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cos 30- cos 70=2 sin 50. sin 20.​

Answers

L.H.S=2sin(30+70/2).sin(70-30/2)

=2 sin(100/2).sin(40/2)

=2sin50.sin20

Therefore,L.H.S=R.H.S proved

what is p(0)? (hint: find the relative frequency for this outcome. there are 200 students in the data set.) flag what is p(1)?

Answers

If p(1) represents the probability of the opposite outcome, then we can estimate it as the relative frequency of the opposite outcome.

To find p(0), we need to know the context of the problem, specifically what variable p represents. Without this information, we cannot provide an answer. However, assuming p represents the probability of a certain outcome in a data set, we can use the relative frequency of that outcome to estimate p.

If we know that there are 200 students in the data set and that 30 of them had a certain outcome, then the relative frequency of that outcome is 30/200 = 0.15.

Assuming that p represents the probability of this outcome, we can estimate that p(0) = 0.85, since p(1) would be the probability of the opposite outcome.

It's important to note that this estimate is based on the assumption that the relative frequency of the outcome in the data set is a good approximation of its probability in the population.

In reality, this may not always be the case, and additional statistical techniques may be needed to make more accurate estimates.

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In circle a, measure of arc cfe is 240°. what is the measure of ∠cae?

Answers

The measure of ∠CAE is a) 120° since a circle contains 360°, the measure of arc CFE is two-thirds (2/3) of the circle.

B. In circle A, the measure of arc CFE is 240°. Since a circle contains 360°, the measure of arc CFE is two-thirds (2/3) of the circle. This means that the measure of angle CFE is two-thirds (2/3) of 360°, which is 240°.

Since an angle is half of its arc, the measure of angle CFE is half of 240°, which is 120°. The measure of angle CAE is equal to the measure of angle CFE, so its measure is also 120°.

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In circle a, measure of arc cfe is 240. what is the measure of cae?

can you apply the properties of rational exponents to an example?

Answers

We can simplify \((16x^4)^(-1/2) to 1/(4x^2)\) using the properties of rational exponents.

Certainly! Here's an example:

Simplify the expression: \((16x^4)^(-1/2)\)

We can apply the property of rational exponents which states that \((a^m)^n = a^(m*n)\). Using this property, we get:

\((16x^4)^(-1/2) = 16^(-1/2) * (x^4)^(-1/2)\)

Next, we can simplify \(16^(-1/2)\) using the rule that \(a^(-n) = 1/a^n\):

\(16^(-1/2) = 1/16^(1/2) = 1/4\)

Similarly, we can simplify \((x^4)^(-1/2)\) using the rule that \((a^m)^n = a^(m*n)\):

\((x^4)^(-1/2) = x^(4*(-1/2)) = x^(-2)\)

Substituting these simplifications back into the original expression, we get:

\((16x^4)^(-1/2) = 1/4 * x^(-2) = 1/(4x^2)\)

Therefore, the simplified expression is \(1/(4x^2).\)

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Manuel is blowing up balloons for a party at his house .he blows up 30 balloons in 10 minutes.how many balloons does he blow up in one minute ?

Answers

Answer:

it is 3 i think

Step-by-step explanatplease mark brainlest

A continuous random variable X has probability density function f(x) = c(1+x)(1 - 2 over the domain -1<<1. (a) i. Evaluate the constant e (the integration can be done by MATLAB). ii. Plot the probability density function over the domain (-1,1). Is this density function skewed to the right, skewed to the left, or symmetric? (b) Use MATLAB to evaluate I i. the mean y = E(X)= |- «f(x) dx; ii. E(X)= (- 22 f(x) dx; iii. the variance o2 = Var(X) = E(X) – H?, and the standard deviation o. *(c) i. Use MATLAB to find an expression for the cumulative distribution function F(x). ii. Check the result in (i) by differentiation. Hint: simplify (ans) might help! iii. Evaluate P(-0.2 X <0.2).

Answers

(a)i. Evaluating the constant:

\($$\int_{-1}^{1} c(1+x)(1-2x) dx = 1$$$$\implies c = \frac{3}{4}$$\)

Therefore, the probability density function is:

\($$f(x) = \frac{3}{4} (1+x)(1-2x), -1< x < 1$$\) ii. Plotting the probability density function:

From the graph, it is observed that the density function is skewed to the left.

(b)i. The mean:

\($$E(X) = \int_{-1}^{1} x f(x) dx$$$$E(X) = \int_{-1}^{1} x \frac{3}{4} (1+x)(1-2x) dx$$$$E(X) = 0$$\)

ii. The second moment about the origin:

\($$E(X^2) = \int_{-1}^{1} x^2 f(x) dx$$$$E(X^2) = \int_{-1}^{1} x^2 \frac{3}{4} (1+x)(1-2x) dx$$$$E(X^2) = \frac{1}{5}$$\)

Therefore, the variance is:

\($$\sigma^2 = E(X^2) - E(X)^2$$$$\implies \sigma^2 = \frac{1}{5}$$\)

iii. The standard deviation:

$$\sigma = \sqrt{\sigma^2} = \sqrt{\frac{1}{5}} = \frac{\sqrt{5}}{5}$$(c)

i. The cumulative distribution function:

\($$F(x) = \int_{-1}^{x} f(t) dt$$$$F(x) = \int_{-1}^{x} \frac{3}{4} (1+t)(1-2t) dt$$\)

ii. The probability density function can be obtained by differentiating the cumulative distribution function:

\($$f(x) = F'(x) = \frac{3}{4} (1+x)(1-2x)$$\)

iii. Evaluating\(P(-0.2 < X <0.2):$$P(-0.2 < X <0.2) = F(0.2) - F(-0.2)$$$$P(-0.2 < X <0.2) = \int_{-0.2}^{0.2} f(x) dx$$$$P(-0.2 < X <0.2) = \int_{-0.2}^{0.2} \frac{3}{4} (1+x)(1-2x) dx$$$$P(-0.2 < X <0.2) = 0.0576$$\)

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answer this pls i really need it

answer this pls i really need it

Answers

in 30 days, he will run on a treadmill for a total of 15 hours, and lift weights for 22.5 hours. if ‘total’ means altogether, then he would have had 37.5 hours of physical activity in 30 days.

Why
is the use and interpretation of an R or s chart so critical when
examining an X-bar chart?

Answers

The use and interpretation of an R or s chart are critical when examining an X-bar chart because they provide additional information about the variation within the subgroups. This allows for a more comprehensive analysis of the process and helps identify any issues or sources of variability.

When using an X-bar chart, the focus is on monitoring the process mean or average. However, the X-bar chart alone does not provide information about the variation within the subgroups. This is where the R or s chart comes into play. The R chart measures the range of values within each subgroup, while the s chart measures the standard deviation.
By using an R or s chart alongside the X-bar chart, we can assess the variability within the subgroups and determine if it is stable over time. If the variation within the subgroups is high and unpredictable, it may indicate that the process is out of control or that there are sources of variation that need to be addressed. The R or s chart provides additional insights into the process performance and helps in identifying the presence of special causes of variation.
In summary, the use and interpretation of an R or s chart in conjunction with an X-bar chart allow for a more comprehensive analysis of process variation. This helps in understanding the stability and capability of the process and enables appropriate actions to be taken to improve quality and performance.

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an expression is well-defined if you can compute its value without any illegal operations. examples of expressions that are not well-defined include $1/0$ and $\sqrt{-10}$. for what values of ${}x$ is the expression \[\frac{\sqrt{x 1} \sqrt{1 - x}}{\sqrt{x}}\]well-defined? express your answer in interval notation.

Answers

To exclude the value \($x=0$\) since division by zero is not allowed.

The expression is well-defined for \($x \in (0,1]$\).

Expression is well-defined for \($0\leq x\leq 1$\).

In interval notation, we can write this as \($[0,1]$\).

Therefore, the expression \($\frac{\sqrt{x\cdot 1} \sqrt{1 - x}}{\sqrt{x}}$\) is well-defined for \($ x\in [0,1]$\).

Expression to be well-defined, we need to ensure that we do not perform any illegal operations.

This means that we cannot take the square root of a negative number, and we cannot divide by zero.

Let's consider each of the factors in the expression separately.

The first factor is.

\($\sqrt{x\cdot 1}=\sqrt{x}$\).

To ensure that this is well-defined, we need.

\($x\geq 0$\) since we cannot take the square root of a negative number.

The second factor is

.\($\sqrt{1-x}$\).

To ensure that this is well-defined, we need.

\($1-x\geq 0$\), or equivalently, \($x\leq 1$\), since we cannot take the square root of a negative number.

The denominator is.

\($\sqrt{x}$\).

To ensure that this is well-defined, we need.

\($x\geq 0$\), since we cannot divide by zero.

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Help needed ASAP! Please.

Help needed ASAP! Please.

Answers

Answer: y=2x

Step-by-step explanation:

turn -8 7/11 into a decimal

Answers

Answer:

-8.6363 the proper answer (estimated) is -8.66

Answer:

-7.37 is the answer for this.

5x + 2y = 6
3y = 2x +9

Answers

Answer:

x=0, y=3. (0, 3)

Step-by-step explanation:

5x+2y=6

3y=2x+9

-------------

y=2/3x+9/3

y=2/3x+3

----------------

5x+2(2/3x+3)=6

5x+4/3x+6=6

15/3x+4/3x=6-6

19/3x=0

x=0/(19/3)=0

5(0)+2y=6

0+2y=6

2y=6

y=6/2=3

Find the missing terms in the geometric sequence

8,1,_,_,1/512

Answers

The missing terms in the given geometric sequence are 1/8 and 1/64.

A geometric sequence is a sequence of numbers where each term after the first is found by multiplying the previous term by a fixed number called the common ratio. In this problem, we are given a geometric sequence that starts with 8 and ends with 1/512. We are asked to find the two missing terms in the sequence.

To find the missing terms, we need to first determine the common ratio of the sequence. We can do this by dividing any term by the previous term. Let's use the third and second terms for this calculation:

1 ÷ 8 = 1/8

So, the common ratio of the sequence is 1/8. We can use this ratio to find the missing terms.

To find the third term, we multiply the second term by the common ratio:

1 × 1/8 = 1/8

To find the fourth term, we multiply the third term by the common ratio:

1/8 × 1/8 = 1/64

So, the missing terms in the sequence are 1/8 and 1/64.

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A restaurant offers a 20% off coupon. The tax rate is 7.5% . If an item is listed at $15 , how much does it cost after the coupon and tax have been applied?

Answers

Answer:

11.10 or 11.1

Step-by-step explanation:

1. 15 x 0.075= 1.125 or 1.13

2. 15-1.13=13.87

3. 13.87 x 0.20= 2.774 or 2.77

4. 13.87 -  2.77 = 11.10 or 11.1

Hey, Whats The answer please explain your answer marking brainliest:D...

Hey, Whats The answer please explain your answer marking brainliest:D...

Answers

I believe the answer is A because it doesn’t make sense lol.
and number b makes sense because if you distribute you’d get 2x+2
number c makes sense as well because no matter the value of x there will be addition in the equation
and number d also shows that the question is equivalent because any value of x makes them equivalent for example pretend x=5 2(5+1) —> 2(6) = 12
2(5) + 2—> 10+2= 12
Therefore the expression is equivalent
and the best answer to this question is A

Suzanne has a 12 inch board for construction and a wooden chair. The directions say to use a board that is 29 cm long is your board long enough to cut?

Answers

Yes 12 inches converted to centimeters is around 30 cm

using the graph shown below, identify the maximum and minimum values, the midline, the amplitude, the., and the rate constant​

using the graph shown below, identify the maximum and minimum values, the midline, the amplitude, the.,

Answers

Answer:

maximum: 40minimum: -10midline: 15amplitude: 25rate constant: ??

Step-by-step explanation:

The maximum value is the y-coordinate of the most extreme point in the positive direction. On this graph, it is 40.

The minimum value is the y-coordinate of the most extreme point in the negative direction. On this graph, it is -10.

The midline is the line halfway between the maximum and minimum. Its y-coordinate is the average of the maximum and minimum: (40-10)/2 = 15.

The amplitude is the difference between the maximum and the midline:

  40 -15 = 25.

__

The term "rate constant" is used for many things, but is rarely seen as a descriptor of a sine function. For that, you'll need to consult your text or other reference material. (Google turns up kinetic rate constants, chemical reaction rate constants, and others—nothing related to sine functions.)

The usual descriptors are frequency or period. (Frequency is the reciprocal of period.) On this graph, the period of the function is 6 units, so the frequency is 1/6 cycles per unit.

using the graph shown below, identify the maximum and minimum values, the midline, the amplitude, the.,

Assume a 30-day month to calculate your average daily balance for your credit card bill. Your daily balance for the first 10 days was $500, for the next 10 days was $1,000, and for the last 10 days was $1,500. What will your average daily balance be at the end of the month? A) $ 800.00 B) $ 900.00 C) $1,000.00 D) $1,500.00 2) Assume a 31-day month to calculate your average daily balance for your credit card bill. Your daily balance for the first 10 days was $1,900, for the next 20 days was $2,500, and for the last 1 day was $2,800. What will your average daily balance be at the end of the month? A) $1,800.00 B) $1,927.50 C) $2,050.00 D) $2,316.12 3) Assuming the APR on your credit card is 18% and your average daily balance this month was $5,000, what will your interest or finance charges for the month (30 days) be? A) $50.60 B) $60.70 C) $70.50 D) $73.50

Answers

The average daily balance at the end of the month will be $1,000.00 (option C).

To calculate the average daily balance, we need to determine the total balance over the 30-day period and divide it by the number of days (30) to get the average.

The daily balance for the first 10 days is $500, for the next 10 days is $1,000, and for the last 10 days is $1,500.

To find the total balance, we can multiply each daily balance by the number of days it was held:

Total balance = (10 days * $500) + (10 days * $1,000) + (10 days * $1,500)

Total balance = $5,000 + $10,000 + $15,000

Total balance = $30,000

Now we divide the total balance by the number of days (30) to find the average daily balance:

Average daily balance = Total balance / Number of days

Average daily balance = $30,000 / 30

Average daily balance = $1,000

Therefore, the average daily balance at the end of the month will be $1,000.00 (option C).

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sam's parents gave him a map to reach his house. According to the map, he is 1.5 cm from his home. If each 3cm on the map equals 5 km, how far is he from his house?

Answers

Answer:

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