Researchers pose a question can pant sizes be predicted from a man's height? A random sample of 20 males and their pant size versus height

Answers

Answer 1

Answer:

Yes, there is evidence at the 10% significance level, but not at the 5% level

Step-by-step explanation:

Look at the p-value in bottom left corner (in the Height row).

It is less than 0.1, but greater than 0.05. Thus, Yes, there is evidence at the 10% significance level, but not at the 5% level. Got it right.


Related Questions

Image transcription textFind all points on the graph of y = f (x) for which the tangent line passes through the point (1, -1).
f (x) = 3x2 - 4x +3
points:
2
Incorrect... Show moreImage transcription textDetermine whether function f is differentiable at x = -1.
f (x) = x2 -11
If the function is differentiable, enter the value of f' (-1) . If the function is not differentiable, enter DNE.
f' (-1) =... Show more 

Answers

This process may lead to a quadratic equation that needs to be solved, resulting in multiple x-values. These x-values will correspond to the points on the graph of y = f(x) where the tangent line passes through (1, -1).

To find the points on the graph of y = f(x) where the tangent line passes through the point (1, -1), we need to find the x-values that satisfy this condition.

First, we need to find the derivative of the function f(x). The derivative of f(x) = 3x^2 - 4x + 3 is f'(x) = 6x - 4.

Now, let's find the slope of the tangent line passing through the point (1, -1). We can use the point-slope form of a line, which is given by y - y1 = m(x - x1), where (x1, y1) is the point on the line and m is the slope of the line.

Substituting the values (1, -1) into the equation, we get y - (-1) = (6x - 4)(x - 1). Simplifying this equation, we have y + 1 = 6x^2 - 10x - 4.

To find the x-values that satisfy this equation, we can substitute f(x) into y. So, y + 1 = 6(f(x)) - 10x - 4. Substituting f(x) = 3x^2 - 4x + 3, we have y + 1 = 6(3x^2 - 4x + 3) - 10x - 4.

Now, we can simplify the equation and solve for x to find the x-values for which the tangent line passes through (1, -1).

This process may lead to a quadratic equation that needs to be solved, resulting in multiple x-values. These x-values will correspond to the points on the graph of y = f(x) where the tangent line passes through (1, -1).

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A study was designed to compare the attitudes of two groups of nursing students towards computers, Group 1 had previously taken a statistical methods course that involved significant computer interaction Group 2 had taken a statistic methods course that did not use computers. The students' attitudes were measured by administering the Computer Anxiety Rating Scale (CARS). A random sample of 10 nursing students from Group 1 resulted in a mean score of 55.7 with a standard deviation of 7.9. A random sample of 15 nursing students from Group 2 resulted in a mean score of 65.6 with a standard deviation of 6.1. Can you conclude that the mean score for Group 1 is significantly lower than the mean score for Group 2? Let u represent the mean score for Group 1 and 2 represent the mean score for Group 2. Use a significance level of a = 0,05 for the test. Assume that the population variances are equal and that the two populations are normally distributed Step 3 of 4: Determine the decision rule for rejecting the null hypothesis H. Round your answer to three decimal places

Answers

To determine the decision rule for rejecting the null hypothesis (H₀: μ1 = μ2) and conclude if the mean score for Group 1 is significantly lower than Group 2, we will perform a two-sample t-test with a significance level (α) of 0.05. Since the problem states that the population variances are equal and the populations are normally distributed, we can proceed with the pooled variance t-test.
Step 3: Determine the decision rule for rejecting the null hypothesis H₀.
First, we need to calculate the degrees of freedom (df). For a pooled variance t-test, df = (n1 - 1) + (n2 - 1), where n1 and n2 are the sample sizes for Group 1 and Group 2, respectively.
\(df = (10 - 1) + (15 - 1) = 9 + 14 = 23\)
Next, we need to find the critical t-value. Since we are testing for a significantly lower mean score in Group 1, we are conducting a one-tailed t-test with α = 0.05 and df = 23.
Using a t-table or calculator, we find the critical t-value to be approximately -1.714.
Thus, the decision rule for rejecting the null hypothesis H₀ is: if the calculated t-value is less than -1.714, we reject H₀ and conclude that the mean score for Group 1 is significantly lower than the mean score for Group 2.

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Please help! I will give brainliest.

Please help! I will give brainliest.
Please help! I will give brainliest.

Answers

The answer is d because it passes through both

Answer:

the awnser is d bc it passes through the line

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.

The length of the rectangle is 5 cm less than twice it’s width.the area of the rectangle is 42 cm^2. What is the width of the rectangle

Answers

Answer: Could be 7.

Step-by-step explanation:

i need help 9th grade math

i need help 9th grade math

Answers

The answer is c the third one

quantitative reasoning model joe has two routes he can drive to work. step 1: understand the problem he wants to learn which route is the fastest. step 2: identify variables and assumptions the time to drive each route varies a little every day. joe assumes that each route will be open and safe to drive. step 3: apply quantitative tools over the next two weeks joe alternated driving the two routes. he timed the length of his drive on each route. he calculated the mean and standard deviation of the times for both routes. route 1 route 2 mean 25.2 minutes 25.8 minutes standard deviation 1.8 minutes 8.9 minutes step 4: make an informed decision which route has the possibility of a very short amount of time to drive to work? route 1 route 2 which route results in the most consistent times? route 1 route 2 which route is more likely to take a very long time on occasion? route 1 route 2 which route (1 or 2) do you think joe should choose? route number step 5: evaluate your reasoning under which of the following circumstances should joe re-evaluate his decision? (mark all that apply) the installation of traffic lights on the route he has chosen. the number of vehicles on the routes change. joe changes job locations. road construction on the route he has chosen.

Answers

Route 1 has the possibility of a very short amount of time to drive to work.

Route 1 results in the most consistent times.

Route 2 is more likely to take a very long time on occasion.

According to me, Joe should choose route 1.

Joe should re-evaluate his decision if his job location changes if there is road construction on the route he has chosen or if the number of vehicles on the routes changes.

Mean is the average of a set of n data x1.

Standard deviation is the most commonly used measure of the spread or dispersion of data around the mean. The standard deviation is defined as the square root of the variance (V).

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20 – 3n > 7n show work

Answers

Answer:

n>5

Step-by-step explanation:

move the 20 onto the other side of the > by subtracting 20 on the left side and adding 20 on the right side

now you have

-3n>7n-20

move the 7n onto the other side the same way. subtract 7n from one side and add it to -3n. now you have

4n>20

this is called adding similar terms or inverse operations what ever you wanna call it. Now you divide N by 4. This is because 4n can be simplified to 4×N and the opposite of multiplication is division. you do the same on the other side.

n/4>20/4.

you are left with n>5

Answer:

n<2

Step-by-step explanation:

Subtract 20 from both sides 20-3n-20>7n-20

Simplify -3n>7n-20

Subtract 7n from both sides -3n-7n>7n-20-7n

Simplify again -10n>-20

multiply both sides by -1 (-10n)(-1) < (-20)(-1)

Simplify 10n<20

Divide both sides by 10 Then you get your answer

A sociologist develops a test to measure attitudes about public transportation, and 27 randomly selected subjects are given the test. Their mean score is 76.2 and their standard deviation is 21.4. a. Find a 95% confidence interval for the mean score on the test. Be sure to write out what you entered in your calculator. (3 points) b. Interpret the interval you found in part a. (2 points) • For parts c-e, calculations are not necessary. c. Suppose the standard deviation of the tests had been 42.8 instead of 21.4. What would the larger standard deviation do to the width of the confidence interval? (1 point) d. If the confidence level were reduced to 90%, will the interval be wider or narrower? (1 point) e. If the sample size was increased to 75 subjects, will the interval be wider or narrower? (1 point)

Answers

a) Entering this into a calculator gives us:CI = (63.876, 88.524) b) test for the population is between 63.876 and 88.524 c)  If the standard deviation of the test scores had been 42.8 instead of 21.4, the width of the confidence interval would increase. d) . If the confidence level were reduced to 90%, the interval would be narrower. e) If the sample size was increased to 75 subjects, the interval would be narrower.

a. To find a 95% confidence interval for the mean score on the test, we can use the formula:

To find the confidence interval, we need to estimate the population standard deviation with the sample standard deviation. So:

CI = 76.2 ± 1.96 * (21.4/√27)

Entering this into a calculator gives us:

CI = (63.876, 88.524)

b. The confidence interval we found tells us that we are 95% confident that the true mean score on the test for the population is between 63.876 and 88.524. In other words, if we were to take many random samples of 27 people and compute a 95% confidence interval for each one, then about 95% of those intervals would contain the true population mean.

c. If the standard deviation of the test scores had been 42.8 instead of 21.4, the width of the confidence interval would increase. This is because a larger standard deviation means that the data are more spread out, which makes it more difficult to estimate the population mean accurately.

d. If the confidence level were reduced to 90%, the interval would be narrower. This is because a higher confidence level requires a larger z-score, which widens the interval. Conversely, a lower confidence level requires a smaller z-score, which narrows the interval.

e. If the sample size was increased to 75 subjects, the interval would be narrower. This is because a larger sample size decreases the standard error (σ/√n), which makes it easier to estimate the population mean accurately and results in a narrower confidence interval.

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Select the line segment
A.
B.
C.
D.

Select the line segmentA.B.C.D.

Answers

Answer:  D i think

Step-by-step explanation:

Answer:

A

Step-by-step explanation:

what is the inverse of the function y=5x+30?

Answers

The inverse of the function is y = ( 1/5 )x - 6.

An expression, rule, or law in mathematics that establishes the relationship between an independent variable and a dependent variable. In mathematics, functions exist everywhere, and they are crucial for constructing physical links in the sciences.

Consider the function,

y = 5x + 30

To find the inverse of the function we interchange x and y then find the equation for y.

Therefore, after interchanging x and y:

x = 5y + 30

Subtracting 30 from each side of the equation.

x - 30 = 5y + 30 - 30

x - 30 = 5y

Now, dividing the whole equation by 5

( x - 30 ) / 5 = 5y / 5

y = ( 1/5 )x - 30/ 5

y = ( 1/5 )x - 6

Therefore, the inverse of the function y = 5x + 30 is y = ( 1/5 )x - 6.

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HELPPPP


Note: Figure is not drawn to scale.
Lines AB and CD are parallel. If mM is 114, then what is mZZ?
A. 24
84"
B. c.
114
D.
66

HELPPPPNote: Figure is not drawn to scale.Lines AB and CD are parallel. If mM is 114, then what is mZZ?A.

Answers

Answer:

D. 66

Step-by-step explanation:

In a straight line, it is always 180°

180° - 115° = 66°

Intelligence Quotient (IQ) scores are often reported to be normally distributed with 100.0 and standard deviation = 15.0. A random sample of 57 people is taken.
What is the probability that the mean IQ score of people in the sample is less than 987 Round your answer to 4 decimal places, if necessary.

Intelligence Quotient (IQ) scores are often reported to be normally distributed with 100.0 and standard

Answers

A measure of the probability that the sample's average IQ is below 987 is 44.70 %.

Why are z-scores important?

The Z-score quantifies the discrepancy between a given value and the standard deviation. The Z-score, also known as the standard score, indicates how many standard deviations a specific data point deviates from the mean.

Do z scores have p values?

The Z-standard score's deviation measure, which the p-value is, can be regarded of as a percentile expression. So they do have p-values.

Given: IQ scores are frequently described as having a normal distribution with a mean of 100.0 and a standard deviation of 15.0. A sample of 57 persons is chosen at random.

Z-score = (X- μ)/σ

             = (98-100)/15

             = -0.1333

P value for this z score equals 0.4470 which is 44.70 %

Therefore, the probability that the average IQ of the sample's population is lower than 987 is 44.70 %.

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Please help me out!​

Please help me out!

Answers

Answer:

5\(\sqrt{8}\), 40/3, \(\sqrt{170}\)

Step-by-step explanation:

\(\sqrt{170}\)= 13.03840481

5\(\sqrt{8}\) = 14.14213562

40/3 = 13.33...

help please I need to find the area using (π3.14)​

help please I need to find the area using (3.14)

Answers

Answer:

15 cm²

General Formulas and Concepts:

Pre-Algebra

Order of Operations: BPEMDAS

Brackets Parenthesis Exponents Multiplication Division Addition Subtraction Left to Right

Geometry

Area of a Rectangle: A = lw

l is lengthw is width

Step-by-step explanation:

Step 1: Define

Identify variables

l = 5 cm

w = 3 cm

Step 2: Find Area

Substitute in variables [Area of a Rectangle Formula]:                                  A = (5 cm)(3 cm)Multiply:                                                                                                             A = 15 cm²

The mean length of 10 childrens' index finger is 12.6cm.
The mean length of 6 adults' index finger is 16.1cm.
What is the mean length (rounded to 2 DP) of these 16 people's index finger?

Answers

Get total lengths by multiplying:

10 x 12.6 = 126

6 x 16.1 = 96.6

Add the total lengths together and divide by 16:

126 + 96.6 = 222.6


222.6 / 16 = 13.9125

Rounded to 2 decimal places = 13.91


answer: 13.91

3(4x - 12) + 8 = 12x - 6

Answers

Answer:

No solution

Step-by-step explanation:

3(4x-12)+8=12x-6

12x-36+8=12x-6

12x-28=12x-6

Obtain numerical solution of the ordinary differential equation y' = 3t−10y²
with the initial condition: y(0)= −2 by Euler method using h=0.5 Perform 3 steps.
Solution of all problems MUST contain general formula and all intermediate results. Perform numerical computations using 4 digits after decimal point.

Answers

The Euler method with a step size of h = 0.5, the approximate numerical solution for the ODE is y(1.5) ≈ -1.1198 x 10^9.

To solve the ODE using the Euler method, we divide the interval into smaller steps and approximate the derivative with a difference quotient. Given that the step size is h = 0.5, we will perform three steps to obtain the numerical solution.

we calculate the initial condition: y(0) = -2.

1. we evaluate the derivative at t = 0 and y = -2:

y' = 3(0) - 10(-2)² = -40

Next, we update the values using the Euler method:

t₁ = 0 + 0.5 = 0.5

y₁ = -2 + (-40) * 0.5 = -22

2. y' = 3(0.5) - 10(-22)² = -14,860

Updating the values:

t₂ = 0.5 + 0.5 = 1

y₂ = -22 + (-14,860) * 0.5 = -7492

3. y' = 3(1) - 10(-7492)² ≈ -2.2395 x 10^9

Updating the values:

t₃ = 1 + 0.5 = 1.5

y₃ = -7492 + (-2.2395 x 10^9) * 0.5 = -1.1198 x 10^9

Therefore, after performing three steps of the Euler method with a step size of h = 0.5, the approximate numerical solution for the ODE is y(1.5) ≈ -1.1198 x 10^9.

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There are six equilateral triangles in a regular
O A. square
O B. polygon
O C. hexagon
O D. octagon

Answers

A regular hexagon has 6 equilateral triangle

There are six equilateral triangles in a regular hexagon.

What is a triangle?

A triangle is a 2-D figure with three sides and three angles.

The sum of the angles is 180 degrees.

We can have an obtuse triangle, an acute triangle, or a right triangle.

We have,

A regular hexagon has six equal sides and six equal angles.

It can be divided into six equilateral triangles by drawing lines connecting the center of the hexagon to each vertex.

Each of these triangles has the same side length and angle measures.

A square has four sides and four right angles, but it is not a regular polygon because it does not have equal side lengths.

A polygon is a general term for a shape with three or more straight sides, but it does not refer to any specific shape or properties.

An octagon has eight sides and eight angles, but it cannot be divided into equilateral triangles because the angle measures are not all equal.

Thus,

There are six equilateral triangles in a regular hexagon.

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A house on the market was valued at 412,000 after several years the value was decreased by 19% by how much did the houses value decrease in dollars what is the current value of the house

Answers

Answer:

See both answers in the explanatino

Step-by-step explanation:

Given data

initial value of house= $412000

Decrease= 19%

Let us find the amount of the decrease

=19/100*412000

=0.19*412000

=$78280

The amount of the decrease is

$78280

The current price of the house is

=412000-78280

=$333720

ava read 99 books in 11 months how many books per a month did she read

Answers

She has read 9 books per month divide 99 by 11 and you will get 9

(The lines are parallel)
What is the value of x?

(The lines are parallel)What is the value of x?

Answers

Answer:

x = 14   y = 37

Step-by-step explanation:

180 - (9x + 12) = 3x

180 - 9x - 12 = 3x

168 = 12x

x = 14

4y - 10 + 3(14) = 180

4y - 10 + 42 = 180

4y + 32 = 180

4y = 148

y = 37

A man paid N225. 00 to purchase a book marked N250. 0. He had N25. 00 as

Answers

If a man paid N225.0 to purchase a book marked N250.0, then he has N25.0 as discount

The man paid N225 for a book marked N250, which means that he received a discount of N25.00.

Discount is the reduction in the price of an item that is given to a customer. It is usually expressed as a percentage of the original price. In this case, the discount amount is N25.00, which represents a discount of 10% off the original price of N250.00.

To calculate the discount percentage, you can use the formula: Discount Percentage = (Discount Amount / Original Price) x 100

So, in this case, the discount percentage would be: (25 / 250) x 100 = 10%

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Find the distance between (1, 5) and (5, 2) using the Pythagorean Theorem. Type a number for your answer. ​

Answers

Answer:

Distance = \(\sqrt{(1-5)^{2} + (5-2)^{2} }\) units

               = \(\sqrt{(-4)^{2} + (3)^{2} }\) units

               =\(\sqrt{25}\) units

               = 5 units

evaluate the scalar line integral ∫ c (3x y) ds, where c is the line segment from (−1,3) to (4,2).

Answers

The scalar line integral ∫ c (3x y) ds, where c is the line segment from (−1,3) to (4,2) is equal to 78√26/5

To evaluate the scalar line integral ∫ c (3x y) ds, where c is the line segment from (−1,3) to (4,2), we first need to parameterize the curve c.

Let t be the parameter such that

x = -1 + 5t,

y = 3 - t,

for 0 ≤ t ≤ 1.

The length of the curve c is given by the integral ∫ c ds, which can be calculated using the formula ∫ a to b \(√(dx/dt)^2 + (dy/dt)^2\) dt. Plugging in the values from the parameterization, we get

\(∫ c ds = ∫ 0 to 1 √(5^2 + (-1)^2) dt = ∫ 0 to 1 √26 dt = √26.\)

Using the parameterization, we can now write the integral as

\(∫ c (3x y) ds = ∫ 0 to 1 (3(-1+5t)(3-t)) √(5^2 + (-1)^2) dt = 78√26/5.\)

Therefore, the scalar line integral ∫ c (3x y) ds, where c is the line segment from (−1,3) to (4,2) is equal to 78√26/5.

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The scalar line integral ∫ c (3x y) ds, where c is the line segment from (−1,3) to (4,2), is approximately equal to

22.229.

We can do this by letting x = t and y = 3 - t/2, where -1 ≤ t ≤ 4.

Then, we can find ds/dt using the formula \(ds/dt = \sqrt{(dx/dt^2 + dy/dt^2)}\), which simplifies to

\(ds/dt = \sqrt{(1 + 1/4) } = \sqrt{(5)/2} .\)

Next, we can substitute x and y in terms of t into the integrand and simplify to get:

\(3x y = 3t(3 - t/2) = 9t - (3/2)t^2\)

Now, we can evaluate the integral by integrating with respect to t from -1 to 4:

\(\int c (3x y) ds = ∫ from -1 to 4 (9t - (3/2)t^2) (\sqrt{(5)/2)}  dt\)

\(= (\sqrt{(5)/2)}  [ (9t^2/2) - (3/8)t^3 ] evaluated from -1 to 4\)

\(= (\sqrt{(5)/2)}  [ (81/2) - (243/8) - (-27/8) + (3/8) ]\)

\(= \sqrt{(5)/2)}  [ (189/8) ]\)

= 22.229
Therefore, the scalar line integral ∫ c (3x y) ds, where c is the line segment from (−1,3) to (4,2), is approximately equal to

22.229.

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sketch the region enclosed by the given curves. decide whether to integrate with respect to x x or y y . draw a typical approximating rectangle. y = 3 x 2 , y = 5 x − 2 x 2 y=3x2, y=5x-2x2

Answers

It is more convenient to integrate with respect to y.

What is the quadratic equation?

The solutions to the quadratic equation are the values of the unknown variable x, which satisfy the equation. These solutions are called roots or zeros of quadratic equations. The roots of any polynomial are the solutions for the given equation.

To sketch the region enclosed by the curves y = 3x² and y = 5x - 2x² and determine whether to integrate with respect to x or y, we can analyze the intersection points and the shape of the curves.

First, let's find the intersection points by setting the equations equal to each other:

3x² = 5x - 2x²

Combining like terms:

5x² - 5x = 0

Factoring out x:

x(5x - 5) = 0

Solving for x:

x = 0 or x = 1

So the curves intersect at x = 0 and x = 1.

Next, we can analyze the behavior of the curves to determine the orientation of the region.

For y = 3x², we have a parabola that opens upwards. This curve lies below the x-axis and is symmetric with respect to the y-axis.

For y = 5x - 2x², we have a downward-opening parabola. This curve lies above the x-axis and is symmetric with respect to the y-axis.

Based on this information, we can sketch the region enclosed by the curves.

The region enclosed by the curves is bounded by the curves themselves and the x-axis. It is the area between the curves from x = 0 to x = 1.

To determine whether to integrate with respect to x or y, we can observe that the region is vertically oriented, meaning it extends vertically between the curves.

Therefore, it is more convenient to integrate with respect to y.

To draw a typical approximating rectangle, we can choose a small interval along the y-axis and draw a rectangle that spans between the curves for that particular y-interval. This rectangle will represent an approximation of the region's area.

Hence, it is more convenient to integrate with respect to y.

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sketch the region enclosed by the given curves. decide whether to integrate with respect to x x or y

Diego works at a warehouse that ships two types of packages, a red package weighing 4 pounds and a blue package weighing 6 pounds. Diego shipped a total of 40 packages weighing 180 pounds.

How many red packages were in the shipment?

Group of answer choices

10 packages

36 packages

20 packages

30 packages

Answers

Answer:

Step-by-step explanation:

Red =x   Blue = y

1)  4x + 6y = 180

2)  x + y = 40

solve for x in eq. 2 and plug into eq. 1

2a)  x=40-y

1a)  4(40-y) + 6y = 180

160-4y +6y = 180

2y=20

y=10

plug into eq. 2

x + 10 =40

x=30

30 red packages

;)  maybe a late Christmas gift.. :D

Which is the equation of a line that has a slope ot 1/2 and passes through the point 2, -3​
a y=1/2x-4
b y=1/2 x-2
c y=1/2x+2
d y=1/2x+3

Answers

Answer:

y=1/2x-4

Step-by-step explanation:

You are given the slope, 1/2. So you can plug it into the equation (y=mx+b)

You also need to plug in the x and y coordinate your given so you'll have

-3=1/2(2)+b. Then you solve for b, which is -4. You now have your answer, y=1/2x-4.

Answer:

if ur looking for the imaige of the answer:

Step-by-step explanation:

Which is the equation of a line that has a slope ot 1/2 and passes through the point 2, -3a y=1/2x-4b

No links man and please if you have a question about anything comment it.

No links man and please if you have a question about anything comment it.

Answers

Answer:

29=1/2

30=1/5

31=1/12

32=1/6

33=1/7

Step-by-step explanation:

I just counted the numbers and then put them as fraction.

Under which circumstance can a very small treatment effect still be statistically significant?

Answers

If the sample size is small and the sample variance is large then

small treatment effect still be statistically significant.

As we know that,

Statustical significance refers to claim that a result from data generated by testing or experimentation is likely to be attributable to specific cause.

Sample size is the total number of individuals or items that comprise a sample.

And, the variance is a descriptive statistic, which falls under the category of a measure of spread.

The circumstance in which a very small treatment effect can be found to be significant is best described by option A: If the sample size big and the sample variance is small.

A large sample size will increase the probability that the results of a statistical test will yield significant results. This is why most statistical tests are accompanied by a measure of effect size. A statistically significant result associated with a very large sample size, will likely have a small effect size, an undesirable result for a researcher, as it implies one of the only reasons significant results were obtained was due to the large sample, not necessary the magnitude of the experimental effect.

Likewise, if variance is small, this will also increase the probability that the results of a statistical test will yield significant results. Variance is simply another word in statistics for the error. A decrease in error will lead to an increased probability of obtaining significant results, hence the idea that a small amount of variance will lead to an increased probability of significant results.

Hence, if the sample size is small and the sample variance is large then

small treatment effect still be statistically significant.

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