For a certain drug, based on standards set by the United States Pharmacopeia (USP) - an official public standards-setting authority for all prescription and over-the-counter medicines and other health care products manufactured or sold in the United States, a standard deviation of capsule weights of less than 1.5 mg is acceptable. A sample of 32 capsules was taken and the weights are provided below:
| 98.5 | 98.2 | 99.6 | 99.3 | 96.9 |
| 99 | 98.3 | 102.8 | 100.6 | 103.3 |
| 97.3 | 98.6 | 101.1 | 101.7 | 98.1 |
| 101.3 | 99.7 | 102.9 | 101.8 | 100.9 |
| 99.5 | 99.8 | 99.5 | 101.5 | 98.4 |
| 101 | 98.2 | 100.8 | 99.2 | 102.7 |
| 99.3 | 101.7 |
(Note: The average and the standard deviation of the data are respectively 100 g and 1.72 g.)
At 10% significance level, test the claim that the standard deviation of capsule weights of the drug is different from 1.5 g.
Procedure: Select an answer
One proportion Z Hypothesis Test
One mean Z Hypothesis Test
One variance χ² Hypothesis Test
One mean T Hypothesis Test
Assumptions: (select everything that applies)
Step 1. Hypotheses Set-Up:
|
H0:H0: Select an answer σ² μ p |
, where ? p μ σ is the Select an answer population proportion population mean population standard deviation and the units are ? lbs g mg kg |
|
Ha:Ha: Select an answer p σ² μ ? < > ≠ |
, and the test is Select an answer Left-Tail Two-Tail Right-Tail |
Step 2. The significance level α= %______
Step 3. Compute the value of the test statistic: Select an answer χ²₀ ,t₀ ,z₀, f₀ = (Round the answer to 3 decimal places)
Step 4. Testing Procedure: (Round the answers to 3 decimal places)
| CVA | PVA |
| Provide the critical value(s) for the Rejection Region: | Compute the P-value of the test statistic: |
| left CV is______and right CV is ______ | P-value is _____ |
Step 5. Decision:
| CVA | PVA |
| Is the test statistic in the rejection region? | Is the P-value less than the significance level? |
| yes, no | yes, no |
Conclusion: Select an answer
-Do not reject the null hypothesis in favor of the alternative.
-Reject the null hypothesis in favor of the alternative.
Step 6. Interpretation:
At 10% significance level we Select an answer (DO ,NOT DO) have sufficient evidence to reject the null hypothesis in favor of the alternative hypothesis.
In: Statistics and Probability
The income of males in each state of the United States, including the District of Columbia and Puerto Rico, are given in table #9.3.3, and the income of females is given in table #9.3.4 ("Median income of," 2013). Is there enough evidence to show that the mean income of males is more than of females? Test at the 1% level.
Table #9.3.3: Data of Income for Males
|
$42,951 |
$52,379 |
$42,544 |
$37,488 |
$49,281 |
$50,987 |
$60,705 |
|
$50,411 |
$66,760 |
$40,951 |
$43,902 |
$45,494 |
$41,528 |
$50,746 |
|
$45,183 |
$43,624 |
$43,993 |
$41,612 |
$46,313 |
$43,944 |
$56,708 |
|
$60,264 |
$50,053 |
$50,580 |
$40,202 |
$43,146 |
$41,635 |
$42,182 |
|
$41,803 |
$53,033 |
$60,568 |
$41,037 |
$50,388 |
$41,950 |
$44,660 |
|
$46,176 |
$41,420 |
$45,976 |
$47,956 |
$22,529 |
$48,842 |
$41,464 |
|
$40,285 |
$41,309 |
$43,160 |
$47,573 |
$44,057 |
$52,805 |
$53,046 |
|
$42,125 |
$46,214 |
$51,630 |
Table #9.3.4: Data of Income for Females
|
$31,862 |
$40,550 |
$36,048 |
$30,752 |
$41,817 |
$40,236 |
$47,476 |
$40,500 |
|
$60,332 |
$33,823 |
$35,438 |
$37,242 |
$31,238 |
$39,150 |
$34,023 |
$33,745 |
|
$33,269 |
$32,684 |
$31,844 |
$34,599 |
$48,748 |
$46,185 |
$36,931 |
$40,416 |
|
$29,548 |
$33,865 |
$31,067 |
$33,424 |
$35,484 |
$41,021 |
$47,155 |
$32,316 |
|
$42,113 |
$33,459 |
$32,462 |
$35,746 |
$31,274 |
$36,027 |
$37,089 |
$22,117 |
|
$41,412 |
$31,330 |
$31,329 |
$33,184 |
$35,301 |
$32,843 |
$38,177 |
$40,969 |
|
$40,993 |
$29,688 |
$35,890 |
$34,381 |
In: Statistics and Probability
Answer: ________________
Answer: ________________
Answer: ________________
Answer: ________________
In: Statistics and Probability
Case 2: The Market for Terrorism
“It is vitally important for the United States to anticipate and possibly offset future terrorist attacks. Similarly, it is necessary to know whether certain government leaders might be overthrown or what developments in other parts of the world might occur such as Russia invading Georgia or Poland. How can such information be obtained? Could markets be used? A few people thought the best method would be to create a market whereby people could speculate on certain events and could profit from correct predictions. The Defense Advanced Research Projects Agency (DARPA), a research think tank within the Department of Defense, decided to create a market through which traders could buy and sell contracts that specified various events. For example, contracts could be based on questions such as ‘How fast will the non-oil output of Egypt grow next year?’ or ‘Will the U.S. military withdraw from country A in two years or less?’ The concept was to discover whether trading in such contracts could help to predict future events and how connections between events were perceived.
Critics tore into DARPA for creating a way to bet on terrorism. It was argued that a terrorist could bet on some act of terrorism and then carry it out, thereby profiting on tragedy. Once people started to hear about the DARPA project, funding was cut and all research related to it was terminated.
In: Economics
Rotelco is one of the largest digital wireless service providers in the United States. In a recent year, it had approximately 100 million direct subscribers (accounts) that generated revenue of $30,200 million. Costs and expenses for the year were as follows:
| Cost of revenue | $14,500 |
| Selling, general, and administrative expenses | 8,800 |
| Depreciation | 3,300 |
Assume that 70% of the cost of revenue and 30% of the selling, general, and administrative expenses are variable to the number of direct subscribers (accounts).
a. What is Rotelco's break-even number of
accounts, using the data and assumptions above? Round to the
nearest whole number.
million accounts
b. How much revenue per account would be
sufficient for Rotelco to break even if the number of accounts
remained constant? Round to the nearest dollar.
$ million per account
In: Accounting
In the United States patents are the primary tool to encourage the private sector to develop new drugs. Discuss the following issues. (1) What are the proncipal advantages and disadvantages of relying on the patent system to rpovide incentive to develop new drugs? (2) What are the strengths and weaknesses of using price controls on patented drugs to eliminate some of the most egregarious price increases made by firms with patents?
In: Operations Management
It appears that over the past 50 years, the number of farms in the United States declined while the average size of farms increased. The following data provided by the U.S. Department of Agriculture show five-year interval data for U.S. farms. Use these data to develop the equation of a regression line to predict the average size of a farm by the number of farms Discuss the slope and y-intercept of the model.
| Year | Number of Farms (millions) | Average Size (acres) |
| 1960 | 5.70 | 210 |
| 1965 | 4.68 | 257 |
| 1970 | 4.00 | 302 |
| 1975 | 3.34 | 345 |
| 1980 | 2.98 | 378 |
| 1985 | 2.51 | 421 |
| 1990 | 2.47 | 426 |
| 1995 | 2.29 | 436 |
| 2000 | 2.15 | 460 |
| 2005 | 2.07 | 466 |
| 2010 | 2.16 | 431 |
| 2015 | 2.11 | 446 |
In: Statistics and Probability
|
The cost of weddings in the United States has skyrocketed in recent years. As a result, many couples are opting to have their weddings in the Caribbean. A Caribbean vacation resort recently advertised in Bride Magazine that the cost of a Caribbean wedding was less than $10,000. Listed below is a total cost in $000 for a sample of 8 Caribbean weddings. At the .01 significance level is it reasonable to conclude the mean wedding cost is less than $10,000 as advertised? |
|
9.0 |
9.1 |
8.5 |
9.1 |
10.8 |
9.7 |
8.5 |
9.4 |
| (a) |
State the null hypothesis and the alternate hypothesis. Use a .01 level of significance. (Enter your answers in thousands of dollars.) |
| H0: μ ≥ | |
| H1: μ < | |
| (b) |
State the decision rule for .01 significance level. (Negative amount should be indicated by a minus sign. Round your answer to 3 decimal places.) |
| Reject H0 if t < |
| (c) |
Compute the value of the test statistic. (Negative amount should be indicated by a minus sign. Round your answer to 3 decimal places.) |
| Value of the test statistic |
| (d) |
At the .01 significance level is it reasonable to conclude the mean wedding cost is less than $10,000 as advertised? |
| (Click to select)RejectDo not reject H0. The cost is (Click to select)lessnot less than $10,000. |
In: Statistics and Probability
A)The life expectancy in the United States has a mean of 75 with a standard deviation of 7 years and follows a normal distribution.
What is the probability of an individual living longer than 80 years?
b)In the two upcoming basketball games, the probability that UTC
will defeat Marshall is 0.63, and the probability that UTC will
defeat Furman is 0.55. The probability that UTC will defeat both
opponents is 0.3465.
What is the probability that UTC will defeat Furman given that they defeat Marshall?
c) In the two upcoming basketball games, the probability that UTC will defeat Marshall is 0.63, and the probability that UTC will defeat Furman is 0.55. The probability that UTC will defeat both opponents is 0.3465.
Are the outcomes of the games independent? Explain and given reasoning for your answer.
What is the probability that UTC will win Furman or Marshall?
In: Statistics and Probability
What is the validity to the assumption that migrating to the United States from other parts of the countries will have a profound effect on the cultural integrity of the kid growing up. **Basically I know the question maybe be confusing to understand but what I want to explore in this topic is the assumption people have with Americans having no culture and like other countries Pakistan or India, they have a sense of family hood here in the states sometimes we see kids become distant from parents etc, and I want to explore what is the reason behind it. Even in TV commercials sometimes they openly joke about marital couples not hanging out with parents etc. Which is kind of sad to some degree so this is something I want to possibly discuss about and try to make sense of whats exactly going on could be technology advancement people having less interaction with each other etc.
In: Operations Management