Stats Real 1 Flashcards
1. When computing the variance of a sample, the sum of the squared deviations, E (x-x)z, is divided by? A. The population size B. The sample size minus one C. The sample size D. The population size minus one E. None of the above
B
2. A company wants to graphically summarize in one chart the number of employees it has in each of its five decisions. What type of chart would be appropriate for this purpose? (On the test) A. Line chart B. Box plot C. Scatter diagram D. Bar chart E. None of the above
D
Bar chart because it’s qualititave. Each employee
3. A manufacturer claims to have built a home stereo speaker that is 4 feet tall but uses an average of only 30 watts of power. A sample of 40 speakers from the manufacturer found that they used an average of 32 watts of power. The appropriate hypotheses to test the manufacturer’s claim are? A. Ho: M=30 versus HA:M=not equal30 B. Ho: M=32 versus HA: M=not equal32 C. Ho: M=30 versus HA:M=32 D. Ho: M=30 versus HA:M>30 E. None of the above
D
Built a home 4 ft tall but uses 30 watts
40 speakers used 32 watts
Ming Notes:
Original claim: Ho: M = 30
Alternate claim: Ha: M > 30. (test whether the alternate occurred by accident).
D.
- If the alternative hypothesis states that the population mean is not equal to 3500, the rejection region will consist of?
A. One region in the left tail (below 3500)
B. One region in the right tail (above 3500)
C. Two regions, one in the right tail and one in the left tail.
D. One region, centered about 3500.
E. None of the above.
C
Problem states “not equal” so that means two regions.
- A 98% confidence interval for a population proportion is determined to be 0.756 to 0.834. If the confidence level is reduced to 95%, the same data will produce an interval that?
A. Is wider
B. Is narrower
C. Is the same
D. You cannot answer the questions without knowing the sample size.
E. None of the above.
B
98% to 95% is narrower
- If the correlation coefficient, r, is equal to one?
A. The y-intercept must be equal to zero
B. The regression line goes through all the points and has a negative slope.
C. The standard error of the estimate, Sz is zero.
D. The slope of the regression line is one.
E. None of the above.
C
If r is =1 then Sz=0
Slide 63
7. The expected value of a random variable is also? A. The median. B. The mode C. A weighted average D. The variance E. None of the above
C
Expected value is a weighted average, also a long-run average. Slide 78
8. A study if elementary schools in the Los Angeles Unified School District focused on the percentage of teachers in each school with emergency credentials (x, in percent) and the average reading scores (y) of fourth grade students in that school. The least squares regression line was y=400-3x. If twenty percent of the teachers in prairie Elementary in the San Fernando Valley have emergency credentials, you would expect the average reading scores of the fourth grade students in prairie Elementary to be? (On the test) A. 60 B. 100 C. 340 D. 399.4 E. None of the above
C
400-3(20)
=400-60=340
9. Ten percent of the mail that arrives at a post office has insufficient postage attached. If a postal worker selects 15 pieces of mail at random, what probability distribution should he use to calculate the probability that three pieces of mail have sufficient postage? A. Poisson B. Exponential C. Normal D. Uniform E. None of the above
E There are 3 types of Distribution T Distribution ( Mean) Binomial Normal Sampling
Poisson, Exponential, Uniform does not exist. Therefore it can either be Normal or None of the Above. However Normal is
Continuous, bell-shaped, symmetric
Mean=median=mode
Measurement (dollars, inches, years)
Cumulative probability under normal curve : use Z table if you know population mean and population standard deviation
Sample mean: use Z table if you know population standard deviation and either normal population or n > 30
10. If the population is normal, the population standard deviation is known, and the sample size is ten, which table would you use for calculating probability of the sample mean? A. Normal B. Student t C. Chi-square D. Binomial E. None of the above
A
- If the null hypothesis is that the population mean is equal to 30 and you conduct a test with a significance level of 0.05 and get a p-value of 0.08, then?
A. You must reject the null hypothesis
B. You are certain that the population mean is 30.
C. You cannot reject the null hypothesis.
D. The probability of type II error is 0.08
E. None of the above.
C
If P-Value is bigger then you cannot reject null hypothesis.
- A researcher has taken a random sample of more than two items. Compared with the population standard deviation, the standard error of the mean is?
A. Larger than the population standard deviation.
B. Smaller than the population standard deviation.
C. The same as the population standard deviation.
D. Sometimes larger and sometimes smaller than the population standard deviation.
E. None of the above.
D
Slide 98
13. A manufacturer of children’s toys claims that exactly 5% of all his producing are defective. When 500 toys from today’s outputs were examined 0.8% were found to be defective. The 500 toys is? A. The parameter B. The statistic C. The population D. The sample E. None of the above.
- What is the population of interest?
- What is the sample?
- What is the parameter?
- What is the statistic?
- Does the value 5% refer to the parameter or the statistic?
- Is the value 8% a parameter or a statistics?
Statistics
D
Might be Sample because, the 500 toys from today’s output were made today. NOT all the toys from the manufacturer
Slide 103
- Complete production run
- Sample is 500 toys
- Proportion of the production run that is defective (5%)
- Proportion of the sample toys that are defective (8%)
- Parameter
- Statistics
- A researchers is studying registered voters in Los Angels to see if they favor the city of Los Angels being divided into boroughs (smaller governmental units within the structure of the city). He asks 350 voters to tell him if they would vote for a plan that would implement a borough system in Los Angels. Out of the 350, 235 said they were in favor of the plan. The population is?
A. The 235 voters in favor of the borough plan.
B. The 350 voters
C. All the voters in favor of the borough plan.
D. All the voters in Los Angeles
E. None of the above. - The sample is?
Population: Collection of all item.
All Voters in Los Angeles.
D.
- The sample is the 350 voters
15. A market researcher has interviewed 80 heads of house holds and recorded whether the person was never married, divorced, windowed, or married. The data is? A. Discrete B. Continuous C. Qualitative D. Binomial E. None of the above
C
- A car dealer is studying his customers and the cars they buy. It is appropriate for him to use a mean to describe?
A. The color of the car bought by a typical customer.
B. The zip code of a typical customer.
C. The mileage in miles per gallon of the car bought by a typical customer
D. The city of residence of the typical residence.
E. None of the above.
C
Slide 4
17. Given that a sample of 25 had E(x)=75, and E (x-x) squared =48, the mean and standard deviation are? A. x=3.0 and s=48/25 B. x=3.0 and s=48/24 C. x=3.0 and s=square root of 48/24 D. x=3.0 and s=square root of 48/25 E. None of the above
C X=E(X) / Sample X=75/25 S= Squared/ Sample - 1 S= 48/ 25-1
18. A sample of dental offices found the numbers of cavities filled in the last week to be as follows: 12, 4, 4, 12, 12, 10. The median number of cavities filled is? A. 8 B. 9 C. 10 D. 11 E. 12
D
- Suppose that, in testing situation with a population that is normally distributed, the null hypothesis is that the population mean is equal to 41. A sample of size 36 had a sample mean of 41 and sample standard deviation of 2. which of the following is correct?
A. You should reject the null hypothesis
B. You are certain the population mean is 41
C. You cannot reject the null hypothesis
D. You must know the population standard deviation to complete the test
E. None of the above
C
You cannot reject the null hypothesis when not much of a difference in population mean and sample size. (Or maybe sample mean is bigger then sample size?)
Slide 91
Since population standard deviation is unknown, use confidence interval:
- Which of the following is ALWAYS true for test of hypothesis?
A. The null hypothesis contains
E
- A sample of 100 receipts from a restaurant showed that 12 had errors. What is the 95% confidence interval for the proportion of all receipts that have error? Note that 20.025= 1.96 and t 0.025= 1.984 for 99 degrees of freedom?
A. 0.12 +- (1.96) square root of (0.12)(0.88)/100
B. 0.12 +- (1.984) square root of (0.12)(0.88)/100
C. 0.88 +- (1.96) square root of (0.12)(0.88)/100
D. 0.12+-(1.96) square root of (0.12)(0.5)/100
E. None of the above
A
22. If you have data on product output and total cost of production, you can estimate fixed and variable cost by using? A. Bayes rule B. A confidence Interval C. A hypothesis test D. Linear regression E. None of the above
D
Bayes isn’t even in here
23. The postal service has recently raised the price of a first class stamp by three cents to 37 cents. While you were in the post office, you saw 30 three cent stamps sold and 20 of the new 37 cents stamps sold. What was the average price paid for a stamp while you were in the post office? A. 8.3 cents B. 16.6 cents C. 20 cents D. 25 cents E. none of the above
B
30 > 3 cents
20 > 37 cents
303=90
3720=740
740+90=830
30+20=50
830/50
An investor has purchased stock in a firm. The investor believes that , at the end of the year, there is
0.10 probability that the stock will show a $6,000 profit,
0.30 probability that the stock will show a $4000 profit and
0.60 probability that the stock will show a $2000 loss.
The expected profit is $600.
If the best profit increases by $1000 from $6000 to $7000, the expected profit? A. Will remain unchanged B. Will increase by $10 C. Will increase by $100 D. Will increase by a $1000 E. None of the above
C
Because
0.106000=600
0.107000=700
Difference 100$
25. The number of hours in the life time of a light bulb is a random variable of which type? A. Binomial B. Poison C. Continuos D. Discrete E. None of the above
C
\Which of the following in NOT an assumption that is required for the use of the binomial formula?
A. The trial are independent
B. The probability of success is the same for every trial
C. Each trial has only two possible outcomes
D. The random variable is the number of success out of N trials
E All of the above assumptions are required
E
Slide 83
27.A survey was conducted in July, 2002 of 200 of the 6000 CSUN business students. The survey asked the questions: Are you taking BUS 301 in the fall? Twenty percent of the 200 students said yes. Using this information?
A. The college knew exactly how many sections of BUS 301 to schedule
B. The College knew exactly how many how many sections of bus301 to schedule, but didn’t know how many should be at night
C. The college knew the maximum number of section of bus 301 necessary
D. The college didn’t have enough information to be sure of how many sections to schedule
E. None of the above
D
- If a television rating service surveyed 800 viewers and 700 watched American Idol, the population is?
A. The 800 viewers surveyed
B. The 700 viewers who watched American idol
C. The 100 viewers who did not watch American idol
D. All television viewers
E. None of the above
D
29. You survey your friends and ask them which type of movie (action, comedy, romance, horror) they prefer. Which of the following graphical displays would be most appropriate to display the data? A. Scatter diagram B. A least squares regression line C. A box plot D. A bar chart E. None of the above
D
Genre=Qualitative
A car manufacturer states on the window sticker of its new cars: 38 MPG Highway. This is an example of? A. A mean B. A proportion C. A standard deviation D. A range E. None of the above
A
A study of the number of cars sold looked at the number of cars sold at 500
Dealers The smallest dealer had 11 cars sold and the largest had 154 cars sold. If you were going to create a frequency distribution of the number of cars sold using six classes in your frequency distribution, which of the following might be a
reasonable first class?
a. 0 to 25
b. 0 to 35
c. 5 to 35
d. 10 to 35
e. none of the above
(Wrong) Not A
???
Incorrect. Please review Top Ten Concept # 1.
Maybe D
Frequency Distribution: class width = Max-Min/ (# of classes)
Therefore.
154-11= 143
143/6=22
(3) Which of the following is always true for a test of a hypothesis?
(a) The type ll error is more important than type l error (b) is larger then
(c ) is the probability of a type ll error (d) A type l error occurs when you
accept the null hypothesis when it is not true (e) None of the above is true
E
(4) Suppose that, in attesting situation with a population that is normally distributed,
The null hypothesis is that the population mean is equal to 41. A sample of size 36 had a sample mean of 41 and sample standard deviation of 2. Which of the
following is correct?
(b) You cannot reject the null hypothesis
(5) If you take a sample of size 24 from a normal population for which you do not know the population standard deviation and want to calculate a 95% confidence interval for the mean, which is not need?
(c) The value of Z0.025
This is the answer. Therefore you don’t need the Z
(6) The coefficient of determination, R²
(b) Tell us how close the Regression line fits the points in a scatter
diagram.
(8) The retail price of a product is $5 per unit & the cost of production is $2 per
unit. If the expected number of unit sold is 4, the expected profit will be
(b) 12 ($5 profit per unit - $2 cost per unit = $3 * 4 unit sold = 12)
s not assumption that is required for the use of binomial formula?
(a) The trails are independent
(b) The probability of success is the same for
ever trail.
(c) Each trail has only 2 possible outcomes
d) The random variable
is the number of successes out of a trails
(e) All of the above.
E
You are measuring the life time of a light bulb. Which of the following might be
the distribution of this random variable?
(a) Binomial (b) Normal (c) Poisson (d) All three (e) None
B
Measurement (dollars, inches, years)
Mean=medium=mode