1. What is the 95% CI for the difference between the mean starting salaries of those who stay at least three years and those who leave before 3 years? Can you say that you are 95% sure there is a difference?
| Case Study: Employee Retention at D&Y | ||||||
| Employee | Starting Salary | On Road Pct | State Univ | CIS Degree | Stayed 3 Years | Tenure |
| 1 | 38900 | 57% | Yes | Yes | No | 11 |
| 2 | 42300 | 68% | Yes | Yes | No | 5 |
| 3 | 39800 | 75% | No | Yes | No | 21 |
| 4 | 35700 | 29% | No | Yes | Yes | |
| 5 | 40400 | 71% | No | Yes | No | 19 |
| 6 | 36400 | 62% | No | Yes | No | 18 |
| 7 | 37300 | 41% | Yes | No | Yes | |
| 8 | 36600 | 37% | No | Yes | No | 17 |
| 9 | 34600 | 65% | No | Yes | No | 20 |
| 10 | 42300 | 53% | Yes | Yes | No | 16 |
| 11 | 37800 | 73% | No | Yes | Yes | |
| 12 | 39700 | 60% | No | Yes | No | 12 |
| 13 | 36100 | 56% | Yes | Yes | Yes | |
| 14 | 36100 | 42% | Yes | Yes | Yes | |
| 15 | 33800 | 35% | No | Yes | Yes | |
| 16 | 38900 | 36% | No | Yes | Yes | |
| 17 | 35500 | 50% | No | Yes | No | 15 |
| 18 | 37600 | 58% | No | Yes | Yes | |
| 19 | 38100 | 78% | Yes | Yes | Yes | |
| 20 | 38300 | 16% | No | No | Yes | |
| 21 | 34600 | 29% | No | Yes | Yes | |
| 22 | 36300 | 26% | No | Yes | Yes | |
| 23 | 37200 | 59% | Yes | Yes | No | 14 |
| 24 | 37700 | 55% | Yes | Yes | Yes | |
| 25 | 36600 | 45% | No | Yes | No | 13 |
| 26 | 41000 | 81% | Yes | Yes | No | 9 |
| 27 | 40800 | 111% | Yes | Yes | No | 7 |
| 28 | 36700 | 56% | Yes | Yes | Yes | |
| 29 | 37700 | 56% | No | Yes | No | 22 |
| 30 | 37700 | 42% | No | Yes | No | 11 |
| 31 | 39300 | 69% | Yes | Yes | No | 16 |
| 32 | 37500 | 50% | No | Yes | No | 18 |
| 33 | 40000 | 69% | Yes | Yes | No | 9 |
| 34 | 41500 | 64% | Yes | No | No | 5 |
| 35 | 39600 | 72% | No | Yes | No | 18 |
| 36 | 36900 | 42% | No | Yes | Yes | |
| 37 | 39500 | 62% | No | Yes | No | 5 |
| 38 | 37800 | 20% | No | Yes | No | 23 |
| 39 | 38600 | 57% | No | Yes | No | 8 |
| 40 | 40600 | 70% | Yes | Yes | Yes | |
| 41 | 41600 | 63% | Yes | Yes | Yes | |
| 42 | 40800 | 44% | No | No | Yes | |
| 43 | 36200 | 68% | No | Yes | No | 31 |
| 44 | 39600 | 59% | No | Yes | No | 10 |
| 45 | 36100 | 56% | Yes | Yes | Yes | |
| 46 | 36100 | 42% | No | Yes | Yes | |
| 47 | 39500 | 53% | Yes | Yes | No | 17 |
| 48 | 39100 | 38% | No | Yes | Yes | |
| 49 | 40300 | 53% | Yes | Yes | Yes | |
| 50 | 38800 | 78% | Yes | Yes | Yes | |
| 51 | 39400 | 34% | Yes | Yes | No | 27 |
| 52 | 38400 | 23% | No | Yes | Yes | |
| 53 | 35200 | 33% | No | Yes | Yes | |
| 54 | 36100 | 24% | No | No | Yes | |
| 55 | 37100 | 44% | No | Yes | Yes | |
| 56 | 37200 | 64% | Yes | Yes | No | 23 |
| 57 | 36800 | 46% | Yes | No | Yes | |
| 58 | 36500 | 27% | No | No | Yes | |
| 59 | 35900 | 29% | No | No | Yes | |
| 60 | 37900 | 76% | Yes | Yes | No | 14 |
| 61 | 37900 | 58% | No | Yes | No | 26 |
| 62 | 37900 | 28% | No | Yes | No | 14 |
| 63 | 36700 | 37% | No | Yes | Yes | |
| 64 | 37400 | 49% | No | Yes | No | 19 |
| 65 | 38200 | 62% | Yes | Yes | Yes | |
| 66 | 36600 | 51% | Yes | Yes | No | 7 |
In: Math
Calculate PART A PART B PART C:
PART A: If n=14, ¯xx¯(x-bar)=50, and s=9, construct
a confidence interval at a 99% confidence level. Assume the data
came from a normally distributed population.
Give your answers to one decimal place.
< μμ <
PART B:
In a survey, 23 people were asked how much they spent on their
child's last birthday gift. The results were roughly bell-shaped
with a mean of $30 and standard deviation of $10. Find the margin
of error at a 80% confidence level.
Give your answer to two decimal places.
PART C:
If n=28, ¯xx¯(x-bar)=31, and s=4, find the margin of error at a
90% confidence level
Give your answer to two decimal places.
In: Statistics and Probability
Neurofibromatosis Type 1 (NF1) is a human genetic disorder. As well as physical symptoms, affected children often suffer from impaired cognition and learning. A cognitive task that involves solving a puzzle is administered to a group of children. For each child the time taken (in seconds) to solve the task is recorded.
It is not known whether there is any suitable parametric model for the times so we will investigate non-parametric methods.
1. Calculate appropriate summary statistics and thus give the
parameters for a normal distribution that may be applicable to
these data.
2. Using the observed data, calculate the empirical distribution function. Plot the empirical distribution function and the CDF of the normal distribution described in (a) on a single graph.
3. Do you think the normal distribution is an appropriate model for the data? Justify your answer.
It is known that the mean time to solve the puzzle in healthy control children is 60 seconds.
The data for the observed times ?? taken by 57 children with NF1 are:
| ID | yi |
| 1 | 51 |
| 2 | 60 |
| 3 | 75 |
| 4 | 43 |
| 5 | 92 |
| 6 | 72 |
| 7 | 49 |
| 8 | 39 |
| 9 | 62 |
| 10 | 127 |
| 11 | 51 |
| 12 | 75 |
| 13 | 69 |
| 14 | 59 |
| 15 | 25 |
| 16 | 58 |
| 17 | 95 |
| 18 | 63 |
| 19 | 91 |
| 20 | 63 |
| 21 | 32 |
| 22 | 50 |
| 23 | 108 |
| 24 | 41 |
| 25 | 93 |
| 26 | 43 |
| 27 | 74 |
| 28 | 50 |
| 29 | 55 |
| 30 | 60 |
| 31 | 62 |
| 32 | 91 |
| 33 | 79 |
| 34 | 71 |
| 35 | 85 |
| 36 | 86 |
| 37 | 78 |
| 38 | 100 |
| 39 | 146 |
| 40 | 62 |
| 41 | 134 |
| 42 | 41 |
| 43 | 40 |
| 44 | 51 |
| 45 | 68 |
| 46 | 59 |
| 47 | 59 |
| 48 | 38 |
| 49 | 66 |
| 50 | 79 |
| 51 | 111 |
| 52 | 69 |
| 53 | 68 |
| 54 | 110 |
| 55 | 69 |
| 56 | 62 |
| 57 | 91 |
In: Statistics and Probability
A company lost all but $50 of its inventory in a fire on Feb. 22, 2017. The company’s financial records are listed below:
2015 2016
Net Sales 10,000 12,300
COGS 6,500 7,995
Gross Profit 3,500 4,305
Operating Exp. 2,000 2,500
Net Income 1,500 1,805
For 2017 the company’s records showed beginning inventory of $350, purchases of $500 and purchase returns of $90.
Net sales for the first part of the year totaled $1,000.
Determine the amount of inventory destroyed in the fire. (You must first calculate the company’s historical gross profit percentage.)
| A. |
$240 |
|
| B. |
$360 |
|
| C. |
$ 60 |
|
| D. |
$150 |
|
| E. |
$110 |
In: Accounting
|
Data |
|
|
1 |
223 |
|
2 |
200 |
|
3 |
154 |
|
4 |
217 |
|
5 |
223 |
|
6 |
157 |
|
7 |
178 |
|
8 |
159 |
|
9 |
350 |
|
10 |
243 |
|
11 |
325 |
|
12 |
298 |
In: Statistics and Probability
Four important measurements were taken in harsh environmental conditions. Two of the four measurements were lost in the harsh conditions and the remaining two are
5 3
However a scientist recalls the mean and variance of the four measurements were 6 and 20/3, respectively. Find the two missing measurements.
In: Math
7-10 The consolidate balance sheets for Loyd Lumber Company at the beginning and end of 2015 w follow. The company bought $50 million worth of fixed assets. The charge for depreciation in 2015 was $10 million. Net income was $33 million and the company paid put $5 million in dividends.
You must show the computations of each exercise in order to evaluate all the steps you took to reach the final result.
a- Fill in the amount of the source or use the appropriate column
b- Prepare a statement of cash flows.
c- Briefly summarize your findings.
|
Jan 1 |
Dec 31 |
Source |
Use |
|
|
cash |
$7 |
$15 |
||
|
Marketable securities |
0 |
11 |
||
|
Net receivables |
30 |
22 |
||
|
Inventories |
53 |
75 |
||
|
Total current assets |
$ 90 |
$123 |
||
|
Gross fixed assets |
75 |
125 |
||
|
Less: Accumulated depreciation |
(25) |
(35) |
||
|
Net fixed assets |
$50 |
$90 |
||
|
Total assets |
$140 |
$213 |
||
|
Accounts payable |
$18 |
$15 |
||
|
Notes payable |
3 |
15 |
||
|
Other current liabilities |
15 |
7 |
||
|
Long-term debt |
8 |
24 |
||
|
Total liabilities |
$44 |
$61 |
||
|
Common stock |
29 |
57 |
||
|
Retained earnings |
67 |
95 |
||
|
Total liabilities and equity |
$140 |
$213 |
In: Finance
Forty percent of a firm’s employees are men. Suppose Four of the firm’s employees are randomly selected.
a. What is more likely, finding three men and one woman or two men and two women?
_The probabilities of finding three men and one woman and two men and two women are the same.
_Finding two men and two women are more likely.
_Finding three men and one woman is more likely.
b. Do you obtain the same answer as in part an if 50% of the firm’s employees had been men?
_Yes finding two men and two women is more likely.
_No finding two men and two women is more likely.
_Yes finding three men and one woman is more likely.
_Yes the probabilities of finding three men and one woman and two men and two women are the same.
In: Statistics and Probability
You are going up an elevator to reach the top of the
Stratosphere casino in Las Vegas. The elevator has a mass of 900
kg. It initially starts accelerates, while moving upwards with an
initial velocity of 10 m/s until it comes to rest at a height of 40
m. You have a mass of 50 kg.
a) Draw two FBD one of the elevator and one of you in the elevator.
[4 points]
b) Determine the Tension force of the cable on the elevator. [6
points]
c) Determine the magnitude of the normal force you feel from the
elevator [2 points]
d) Is the normal force the same as your weight? Why or why not
In: Physics
1. (a) List the sample space in the experiment "roll two dice - a red die and a white die." (Hint: Use a table)
(b) Find the probability that the sum of the numbers on the two dice is less than seven.
(c) Find the probability that the sum of the numbers on the two dice is odd.
In: Statistics and Probability