question 5 a data analyst is collecting a sample for their research. unfortunately, they have a small sample size and no time to collect more data. what challenge might this present?

Answers

Answer 1

Answer:  A small sample size hampers statistical power, generalizability, precision, and the ability to conduct robust analyses, ultimately impacting the reliability and validity of the research findings

Step-by-step explanation:

Having a small sample size can present several challenges for a data analyst conducting research. One primary challenge is the issue of statistical power. With a small sample size, the analyst may not have enough data points to detect meaningful or significant effects or relationships accurately. This can lead to limited generalizability of the findings to the broader population or limited ability to draw valid conclusions.

Additionally, a small sample size can result in increased sampling error and variability. The findings may be more susceptible to random fluctuations, making it difficult to establish reliable patterns or trends.

Furthermore, a small sample size may limit the analyst's ability to conduct in-depth subgroup analysis or explore complex interactions between variables. It may also limit the precision of estimates and confidence in the research outcomes.

In summary, a small sample size hampers statistical power, generalizability, precision, and the ability to conduct robust analyses, ultimately impacting the reliability and validity of the research findings.

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Answer 2
Final answer:

A small sample size can present challenges for a data analyst in terms of reduced statistical power, reduced representativeness of the population, and increased sensitivity to outliers.

Explanation:

A small sample size presents several challenges for a data analyst conducting research.

The main challenge is to do with statistical power, which is the probability that a statistical test will detect a significant difference when one actually exists. With a small sample size, the statistical power is reduced, meaning there's a higher chance you won't detect a significant effect even if it is present i.e you might make a Type II error.The second challenge revolves around the fact that smaller samples are less likely to be representative of the population. The representativeness of a sample affects the external validity of the results, meaning that it affects how well the findings can be generalized to the broader population. Lastly, outliers can have a larger impact in a small dataset, skewing the results and possibly leading to incorrect conclusions.

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Related Questions

someone please explain how to find the coordinates to the solutions

someone please explain how to find the coordinates to the solutions

Answers

Check the picture below.

well, the red one is one, now the green one is another and yet if we tiptoe over the circle made by KL we'll always get a right-triangle as you see in the dashed lines, how many? well infinite many.

someone please explain how to find the coordinates to the solutions

What is the relationship between the ratios?

58 and 810

Drag and drop a term to correctly complete the statement.

The ratios are Response area.

Answers

Answer:

NOT PROPORTIONAL

Step-by-step explanation:

The given two fractions are:  and .

Proportional fractions are those which have the same value when to reduced to the simplest form.

Consider two fractions  and .

We say they are proportional if .

Or, if  then we can say the fractions are proportional.

Here the fractions are:   and .

LHS: 5 X 10 = 50.

RHS: 8 X 8 = 64.

Clearly they are not equal. So, we can say these two fractions are not proportional.

being able to calculate product, average product, and marginal product is important to operate efficiently and maximize profits.

Answers

The total product average product and marginal product are important to operate efficiently and maximize profits. Option D is the correct answer.

Being able to calculate the total product, average product, and marginal product is important for businesses to operate efficiently and maximize profits.

The total product is the overall output produced by a business, while the average product is the output per unit of input, and the marginal product is the change in output resulting from a change in input.

These calculations can help businesses optimize their production processes by identifying the most efficient levels of input and output.

By maximizing their output while minimizing their input costs, businesses can increase their profitability and gain a competitive advantage in the market.

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The question is -

Being able to calculate the total product average product and the marginal product is important:

a. for determining demand and supply.

b. when filing taxes.

c. to keep competition in check.

d. to operate efficiently and maximize profits.

Find the volume of the triangular prism below 5mm 12mm 3mm

Find the volume of the triangular prism below 5mm 12mm 3mm

Answers

Answer: 90 mm cubed

Step-by-step explanation:

Formula = (L*W*H) / 2

5 * 12 * 3 = 60 * 3 = 180

180 / 2 = 90

the expected cell frequency is based on the researcher's opinion.
True or false

Answers

False. The expected cell frequency in statistical analysis, specifically in the context of contingency tables and chi-square tests, is not based on the researcher's opinion. Instead, it is determined through mathematical calculations and statistical assumptions.

In contingency tables, the expected cell frequency refers to the expected number of observations that would fall into a particular cell if the null hypothesis of independence is true (i.e., if there is no relationship between the variables being studied). The expected cell frequency is calculated based on the marginal totals (row totals and column totals) and the overall sample size.

The expected cell frequency is computed using statistical formulas and is not influenced by the researcher's opinion or subjective judgment. It is a crucial component in determining whether the observed frequencies in the cells significantly deviate from what would be expected under the null hypothesis.

By comparing the observed cell frequencies with the expected cell frequencies, statistical tests like the chi-square test can assess the association or independence between categorical variables in a data set.

Thus, the statement "the expected cell frequency is based on the researcher's opinion" is false. The expected cell frequency is derived through statistical calculations and is not subject to the researcher's subjective input.

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What is m CD ?
Plzz help

What is m CD ?Plzz help

Answers

Given:

Arc(AB) = 78 degrees

Measure of angle CMD = 106 degrees

To find:

The measure of arc CD.

Solution:

Secant intersection theorem: If two secant of a circle intersect each other inside the circle, then the intersection angle is the average of intercepted arcs.

Using secant intersection theorem, we get

\(m\angle CMD=\dfrac{1}{2}(Arc(AB)+Arc(CD))\)

\(106^\circ=\dfrac{1}{2}(78^\circ+Arc(CD))\)

Multiply both sides by 2.

\(212^\circ=78^\circ+Arc(CD)\)

\(212^\circ-78^\circ=Arc(CD)\)

\(134^\circ=Arc(CD)\)

Therefore, the measure of arc CD is 134 degrees and the correct option is C.


X - 3.5 > 6.9
Pls what is the solution to the inequality

Answers

Answer:

x > 10.4

Step-by-step explanation:

Isolate X by adding 3.5 to each side of the inequality

That leaves you with x > 6.9 + 3.5

I don't know how to do 2x-y=3

Answers

Answer:

x=2 y=1

Step-by-step explanation:

Answer:

y=2x-3

Step-by-step explanation:

Find the circumferences of of both circles to the nearest hundredth.

Answers

The value of circumferences of both circles to the nearest hundredth are 28.27 ft and 44ft.

Since, We know that;

The circumference of a form is the space surrounding its edge. Find the circumference of various forms by summing the lengths of their sides.

Given two coincide circles, the Radius of the smaller circle is 4.5ft.

Since the diameter is 9 ft.

Since, the bigger circle is 2.5 ft wider than the smaller circle,

Thus, the radius of the bigger circle = 4.5 + 2.5

Hence, the radius of the bigger circle = 7

From the formula for the circumference of a circle:

Circumference = 2π × radius

Thus,

The circumference of the yellow(bigger) circle is about = 2 x pi x 7

The circumference of the yellow(bigger)  circle is about = 44 ft

The circumference of the purple(smaller) circle is about = 2 x pi x 4.5

The circumference of the purple(smaller) circle is about = 28.274 ft

therefore, The circumference of the yellow circle is about 44 ft. The circumference of the purple circle is about 28.27ft.

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Find the circumferences of of both circles to the nearest hundredth.

The Circumference of the yellow circle is about 44 ft.

The circumference of the purple circle is about 28.27ft.

We have,

Radius of the smaller circle is 4.5ft

and radius of the bigger circle = 4.5 + 2.5 = 7 ft

Now, Circumference of Bigger circle (yellow) = 2 x π x r

= 2(3.14)(7)

= 44 ft

and, Circumference of Smaller circle (Purple) = 2 x π x r

= 2(3.14)(4.5)

= 28.274 ft

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What is the are of the sow cone logo below? Use 3.14 for ?


10 inches


S.


6 inches


1 in


1 in


_8 inches


29.0 in


87 25


144.0 in


3560

Answers

The information provided is not sufficient to determine the area of the cone logo. The dimensions given do not form a clear shape or provide enough information to calculate the area accurately.

To calculate the area of a cone, we typically need the radius or diameter of the base and the slant height or height of the cone. However, the information provided in the question does not specify the dimensions of the cone logo clearly. The given measurements seem to be a mix of unrelated values and do not form a coherent shape.

Without a clear understanding of the dimensions of the cone logo, it is not possible to accurately calculate its area. To determine the area of a cone or any shape, we need the necessary measurements and geometric properties. It is important to have complete and accurate information in order to calculate the area of a shape correctly.

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How do you find the potential roots of a function?

Answers

We apply the rational root theorem to identify potential rational roots.

Given,

How do you identify a possible logical root?

We can utilize the following parameters in our calculation based on the question:

We have to calculate the potential rational root of a function;

Here,

The following procedures are used to apply the rational root theorem to the possible rational root.

Learn the constant term's components (p)Discover the factors that make up the leading coefficient (q)Discover each potential p/q value.Subtract duplicates from the aforementioned list of rational zeros.

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If x is inversely proportional to y, then as x decreases, y decreases.​

Answers

Answer:

Yes

Step-by-step explanation:

Let's assume that x=1/y.

For y=1, x=1

For y=2, x=0.5

For y=4, x=0.25

And so on

When 16 is added to a number, it gave Rony the number 12. What will be the number that was added to 16?​

Answers

Answer:

- 4

Step-by-step explanation:

let the number be n , then

16 + n = 12 ( subtract 16 from both sides )

n = - 4

Answer:

\(\displaystyle -4\)

Step-by-step explanation:

Use Deduction to figure this out:

\(\displaystyle \boxed{-4} = -16 + 12\)

I am joyous to assist you at any time.

The graph of 2x-3y=6 is shown on the grid. Which ordered pair is in the solution set of 2x-3y≤6?

The graph of 2x-3y=6 is shown on the grid. Which ordered pair is in the solution set of 2x-3y6?

Answers

Answer:

there

Step-by-step explanation:

x

=

3

2

y

+

3

what is the measure of angle OAC

what is the measure of angle OAC

Answers

Answer:

60

Step-by-step explanation:

Write a multiplication expression using the variable

Answers

Where is the picture so I can help?

The functions f(x) and g(x) are shown on the graph.
f(x) = Ixl
What is g(x)?

The functions f(x) and g(x) are shown on the graph.f(x) = IxlWhat is g(x)?

Answers

If f(x) = |x|, then g(x) is f(x) shifted to the right 3 units.

g(x) = |x - 3|

Hope this helps!

Which Is The Simplified Rational Expression?

Which Is The Simplified Rational Expression?

Answers

Answer:

1st choice

Step-by-step explanation:

(r² -4r + 5 - r² -2r + 8) / (r - 4)

= (-6r + 13) / (r - 4)

Find the measure of the angle.

Find the measure of the angle.

Answers

Answer:

Solution given:

m<ABD=102°

m<EBD=29°

Since BE bisects <CBD

:.

<EBC=<EBD=29°

now

we have

<ABD=<EBD+<EBC+m<ABC

substituting value

102°=29°+29°+m<ABC

m<ABC=102°-29°-29°

m<ABC=44°

Joanne drinks a pint of milk. Debra drinks a liter of milk. Who drinks more?

Answers

If you don't know, you can just search it up.

1 liter equals 2.11338 pints, meaning a liter is more.

Debra drinks more milk.

But holy duck?!?!?! That's a WHOLE LOTTA MILK MAN.

9514 1404 393

Answer:

  Debra

Step-by-step explanation:

A pint is about 0.473 liters, so Debra drinks more.

I need help with my fractions

I need help with my fractions

Answers

Answer:

1 1/2

Step-by-step explanation:

I need help with my fractions

2/3 + 5/6 = 32 = 1 12 = 1.5. Spelled result in words is three halves (or one and one half).

PLEASE HELP, I'VE ASKED 2 TIMES BEFORE THIS AND STILL NO ANSWER. MY TEACHERS ARE OF NO HELP EITHER. I WILL MARK BRAINLIEST.

PLEASE HELP, I'VE ASKED 2 TIMES BEFORE THIS AND STILL NO ANSWER. MY TEACHERS ARE OF NO HELP EITHER. I

Answers

Answer:

1.) The Remainder Theorem states that if a polynomial is divided by (x – a), the remainder is the value of the function at a. So, if (x – a) is a factor of P(x), then P(a) = 0. Determine whether the given binomial is a factor of the polynomial P(x).

2.) if there is a remainder then it is not a factor

3.) x-2 divided by x^3+5x^2-2x+9        

 across you have

×

2           1 5 -2 9

+              2  14 24

__________________

          1   7   12    33

your remainder is 33 so x-2 is not a factor of x^3+5x^2-2x+9

I hope this is good enough:

3x+2(6x)=15

Can you please solve for x?


Thanks!

Answers

Answer:

x=1

Step-by-step explanation:

Answer:

x=1

Step-by-step explanation:

6x x 2=12x + 3x = 15x

15x/15 = 15/15

x = 1

1/3 as a percent
0.43 as a percent
2/17 as a percent
1.25 as a percent

All rounded to the nearest whole

Answers

A.) 1/3 =.30% (.3333333)

B.) .43 = 43%

C.) 2/17 = 12%

D.) 1.25 = 125%

This number line models an addition equation.
5
-5
HHHH
HH
-6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6
--
W =

This number line models an addition equation.5-5HHHHHH-6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6--W =

Answers

Answer: (-5)+(-5)=-10

Step-by-step explanation:

have a great day

I need help with this please

I need help with this please

Answers

I’m pretty sure it’s B and C but I might be wrong, hope this helps!

Answer:

The second and third choices are true

Step-by-step explanation:

In mathematics, a translation is a type of transformation where the object is moved horizontally and/or vertically, but it is not resized, reshaped, or rotated. To create R'T', the segment RT can be moved up, down, left, right, or diagonally. However, the length will be the same.

The first choice is incorrect because R'T' is the same length as RT, so it is definitely not shorter. That being said, the second statement must be correct because the length is the same.

The third choice is also correct. R'T' will be in a different position because it will have been translated, but the orientation will be the same (orientation typically refers to rotation, and the line is not rotated in a translation).

The fourth choice is incorrect because R'T' is not a rotation (so it is not turned). The fifth statement is incorrect because the only ways to switch the positions of R and T would be rotation or reflection (two other types of transformations). Finally, the last choice is incorrect because the line is moved, so there is a position change involved.

Therefore, the second and third choices are true

PLEASE HELP integers and absolute value 8th grade 1.the opposite of -4 a.4 b.-4 c.-(-(-10)) d. -|10| 2.the opposite of -10 is ? a. -(-(-10)) b. -10 c.10 d.-|10| 3. which symbol is used to make -5? -8 a true statement a. > b. b. > c.=

Answers

Answer:

The distance of it.

Step-by-step explanation:

1. answer is A.4

2. answer is C.10

3. answer is A.>

Josie's water bottle has a capacity of 4 liters. What is the capacity of her water bottle in milliliters?

Answers

The answer is 4000 milliliters.

An isosceles trapezoid has a perimeter of 43 kilometers. Its shorter base measures 1 kilometer and its longer base measures 4 kilometers. The two remaining sides have the same length; what is that length?

Answers

Answer: The length of each of the two equal sides is 19 km

Step-by-step explanation:. Subtract the giver lengths of the bases: 4+1= 5

43 - 5 = 38.

The trapezoid is iscosceles, so the remaining two sides are equal.

Divide. 38/2 = 19

I hope this helps you!

A scuba diver dove 16 ft to an elevation of -50 ft
What was her elevation before the dive?

Answers

Answer:

The Answer is 34 Feet

Step-by-step explanation:

If you do 50 minus 16 you get 34. Add a negative sign and there you go.

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