Design an experimental study to investigate the relationship between social media use and self-esteem?
What is your hypothesis?
What is your independent variable? How will you manipulate the IV?
What is your dependent variable? How will you measure your DV?
What type of hypotheses does the experimental method allow you to test that the correlational method does not? (Note: You can disregard ethical limitations here! Just design an experimental study rather than a purely correlational study).
Use This Table to Calculate rxy
|
Subject # |
X |
Y |
X2 |
Y2 |
XY |
|
1 |
0 |
9 |
|||
|
2 |
0 |
7 |
|||
|
3 |
1 |
6 |
|||
|
4 |
1 |
7 |
|||
|
5 |
1 |
8 |
|||
|
6 |
2 |
5 |
|||
|
7 |
2 |
6 |
|||
|
8 |
2 |
7 |
|||
|
9 |
3 |
3 |
|||
|
10 |
3 |
4 |
|||
|
11 |
3 |
5 |
|||
|
12 |
4 |
3 |
|||
|
13 |
4 |
4 |
|||
|
14 |
5 |
3 |
|||
|
15 |
5 |
4 |
|||
|
16 |
5 |
5 |
|||
|
17 |
6 |
5 |
|||
|
18 |
7 |
4 |
|||
|
19 |
8 |
4 |
|||
|
20 |
9 |
3 |
|||
|
Σ (Sum) |
In: Statistics and Probability
A copy company uses ten photocopy machines—machines 1 to 5 are model A and machines 6 to 10 are model B. To determine which model to purchase in the future, office managers tabulated the average number of errors per day that each machine made last month, resulting in the following data. You are hired for the statistical consulting on the decision. What would be your advice on the future decision on purchasing a new copy machine?
|
Machine ID (Model A) |
Error |
Machine ID (Model B) |
Error |
|
|
1 |
4 |
6 |
2 |
|
|
2 |
2 |
7 |
2 |
|
|
3 |
3 |
8 |
1 |
|
|
4 |
2 |
9 |
2 |
|
|
5 |
4 |
10 |
1 |
Conduct a formal significance test and specify the four steps of hypothesis testing, include all formulas.
In: Statistics and Probability
Find the minimum and maximum values of the function f(x,y)=x^2 -y^2 with the restriction, x^2 +y^4 =16, using Lagrange multipliers.
In: Math
Consider the vector field F(x,y,z)=〈 4x^(2) , 7(x+y)^2 , −4(x+y+z)^(2) 〉.
Find the divergence and curl of F.
div(F)=∇⋅F= ?
curl(F)=∇×F= ?
In: Advanced Math
B= {1,x,x^2}
B’={1-x^2, x-x^2, 1+2x-x^2}
T(a+bx+cx^2) = 3a+b+c+(2a+4b+2c)x + (-a-b+c)x^2
a) by direct calculation , compute [P]_B’ , p=7-x+2x^2
b) using basis B={1,x,x^2} , compute [T]_B
c_ compute [T]_B’
In: Advanced Math
Consider the following time series data.
| Quarter | Year 1 | Year 2 | Year 3 |
| 1 | 5 | 8 | 10 |
| 2 | 1 | 3 | 7 |
| 3 | 3 | 6 | 8 |
| 4 | 7 | 10 | 12 |
| (a) | Choose the correct time series plot. | ||||||||||||||||||||
|
|||||||||||||||||||||
| - Select your answer -Plot (i)Plot (ii)Plot (iii)Plot (iv)Item 1 | |||||||||||||||||||||
| What type of pattern exists in the data? | |||||||||||||||||||||
| - Select your answer -Positive trend pattern, no seasonalityHorizontal pattern, no seasonalityNegative trend pattern, no seasonalityPositive trend pattern, with seasonalityHorizontal pattern, with seasonalityItem 2 | |||||||||||||||||||||
| (b) | Use a multiple regression model with dummy variables as follows to develop an equation to account for seasonal effects in the data. Qtr1 = 1 if Quarter 1, 0 otherwise; Qtr2 = 1 if Quarter 2, 0 otherwise; Qtr3 = 1 if Quarter 3, 0 otherwise. | ||||||||||||||||||||
| If required, round your answers to three decimal places. For subtractive or negative numbers use a minus sign even if there is a + sign before the blank. (Example: -300) If the constant is "1" it must be entered in the box. Do not round intermediate calculation. | |||||||||||||||||||||
| ŷ = + Qtr1 + Qtr2 + Qtr3 | |||||||||||||||||||||
| (c) | Compute the quarterly forecasts for next year based on the model you developed in part (b). | ||||||||||||||||||||
| If required, round your answers to three decimal places. Do not round intermediate calculation. | |||||||||||||||||||||
|
|||||||||||||||||||||
| (d) | Use a multiple regression model to develop an equation to account for trend and seasonal effects in the data. Use the dummy variables you developed in part (b) to capture seasonal effects and create a variable t such that t = 1 for Quarter 1 in Year 1, t = 2 for Quarter 2 in Year 1,… t = 12 for Quarter 4 in Year 3. | ||||||||||||||||||||
| If required, round your answers to three decimal places. For subtractive or negative numbers use a minus sign even if there is a + sign before the blank. (Example: -300) | |||||||||||||||||||||
| ŷ = + Qtr1 + Qtr2 + Qtr3 + t | |||||||||||||||||||||
| (e) | Compute the quarterly forecasts for next year based on the model you developed in part (d). | ||||||||||||||||||||
| Do not round your interim computations and round your final answer to three decimal places. | |||||||||||||||||||||
|
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| (f) | Is the model you developed in part (b) or the model you developed in part (d) more effective? | ||||||||||||||||||||
| If required, round your intermediate calculations and final answer to three decimal places. | |||||||||||||||||||||
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|||||||||||||||||||||
| - Select your answer -Model developed in part (b)Model developed in part (d)Item 22 | |||||||||||||||||||||
| Justify your answer. | |||||||||||||||||||||
| The input in the box below will not be graded, but may be reviewed and considered by your instructor. | |||||||||||||||||||||
In: Statistics and Probability
Consider the TOYCO model given below:
TOYCO Primal:
max z=3x1+2x2+5x3
s.t.
x1 + 2x2 + x3 ? 430 (Operation 1)
3x1 + 2x3 ? 460 (Operation 2)
x1 + 4x2 ? 420 (Opeartion 3 )
x1, x2, x3 ?0
Optimal tableau is given below:
| basic | x1 | x2 | x3 | x4 | x5 | x6 | solution |
| z | 4 | 0 | 0 | 1 | 2 | 0 | 1350 |
| x2 | -1/4 | 1 | 0 | 1/2 | -1/4 | 0 | 100 |
| x3 | 3/2 | 0 | 1 | 0 | 1/2 | 0 | 230 |
| x6 | 2 | 0 | 0 | -2 | 1 | 1 | 20 |
a) Suppose that TOYCO wants to change the capacities of the three operations as bT = [460, 500, 400](the new right-hand-side vector). Use the post optimality analysis to determine the optimum solution.
b) Suppose that TOYCO adds a fourth operation with the operation times of 4, 1, and 2 minutes for product 1, 2, and 3 respectively. Assume that the capacity of the fourth operation is 548 minutes. Determine the new optimal solution for this case.
c) Suppose the objective function is changed to z = 3x1 + 6x2 + x3. If the solution changes, use the post-optimal analysis to find the new solution.
d) Suppose TOYCO wants to produce toy planes. It requires 3,2,4 minutes respectively on operations 1,2, and 3. Determine the optimal solution when the revenue per unit for toy planes is $10.
In: Mechanical Engineering
Use the Disk/Washer Method to find the volume of the solid of revolution formed by rotating the region about each of the given axes.
14. Region bounded by: y=4 - x^2 and y=0.
(a) the x-axis (c) y= -1
(b)y=4 (d) x=2
AND
17. Region bounded by: y=1/ sqrt((x^2) +1), x= -1, x=1 and the x-axis.
Rotate about:
(a) the x-axis (c) y= -1
(b) y=1
In: Advanced Math
(1) You get $0.5 multiplied by the
outcome of the die
(2) You get $0 if the outcome is below or equal 3 and $1
otherwise
(3) You get $1 if the outcome is below or equal 3 and $0
otherwise
(4) You pay $1.5 if the outcome is below or equal 3 and get $1
multiplied the outcome otherwise
|
Die Outcome |
Random Variable (1) |
Random Variable (2) |
Random Variable (3) |
Random Variable (4) |
|
1 |
$0.50 |
$0.00 |
$1.00 |
-$1.50 |
|
2 |
$1.00 |
$0.00 |
$1.00 |
-$1.50 |
|
3 |
$1.50 |
$0.00 |
$1.00 |
-$1.50 |
|
4 |
$2.00 |
$1.00 |
$0.00 |
$4.00 |
|
5 |
$2.50 |
$1.00 |
$0.00 |
$5.00 |
|
6 |
$3.00 |
$1.00 |
$0.00 |
$6.00 |
Which random variable(s) has/have the highest variance?
a. Random Variable 1
b. Random Variable 2
c. Random Variable 3
d. Random Variable 4
e. Random Variable 2 and 3
In: Finance
Calculate and interpret a 95% confidence interval 5, 5, 2, 11, 1, 5, 3, 8, 5, 4, 7, 2, 9, 4, 8, 10, 4, 5, 6, 6
In: Statistics and Probability