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91 Cards in this Set

  • Front
  • Back

What is the population?

All individuals of interest

What is a sample?

The individuals studied.

List three problems with using the number 868/1523 (obtained from a Gallup poll) for the probability that all adults bought a lottery ticket last year. _____, might be a bad sample, people might lie or forget

only a sample

List three problems with using the number 868/1523 (obtained from a Gallup poll) for the probability that all adults bought a lottery ticket last year._____, only a sample, people might lie or forget

might be a bad sample

List three problems with using the number 868/1523 (obtained from a Gallup poll) for the probability that all adults bought a lottery ticket last year. ______, only a sample, might be a bad sample.

people might lie or forget

If the sample size in the Gallup poll went from 1523 to 6523 will the percentage that said they bought a lottery ticket most likely go up, most likely go down, or can you not tell?

can’t tell

If you take two samples of the same size from the same population will the percentage that bought a lottery ticket be the same?

probably not

Which is likely to be closer? The percentages in two samples of size 5 from the same population, or the percentages in two samples of size 500 from the same population?

500

In a discrete probability model all the probabilities of all the outcomes add up to what number?

1

In a continuous probability model what adds up to 1?

total area

Three ways of determining probability are ________, theory, and guess.

experiment

Three ways of determining probability are ________, experiment, and guess.

theory

Three ways of determining probability are ________, theory, and experiment.

guess

If someone gives you a coin, can you find exactly the probability it will land heads?

no

Suppose I give you a bent coin, how can you estimate the probability it will land heads?


toss it many times (experiment!)

Chance behavior has what property in the short run?

unpredictable

Chance behavior has what property in the long run?

predictable

When observing, do people tend to see the long run?

no

When observing, do people tend to give equal importance to all outcomes?


no

When observing, which outcomes do people tend to give more importance to?


remarkable ones

Suppose airline A has three times as many flights out of a city than airline B which will have a higher percent of delayed flights? Most likely A, most likely B or you have no idea.

no idea

What is the notation for the population mean?

The variance and standard deviation measure what?

how the data is spread out

The mean measures what?

the middle of the data

What is the notation for population variance?

What is the notation for population standard deviation?

What is the area under the z curve?

1

What is the mean of the z curve?

0

What is the standard deviation of the z curve?

1

What is the formula for the z curve?

Describe how far a standard deviation is on the z curve.

horizontal distance from the top to where the slope is getting less steep instead of steeper

On the z curve how much of the data is within 1 standard deviation of the mean?


about 68%

On the z curve how much of the data is within 2 standard deviations of the mean?


about 95%

On the z curve how much of the data is within 3 standard deviations of the mean?


about 99.7%

For any probability distribution how much of the data is within 1 standard deviation of the mean?

can’t say anything

For any probability distribution how much of the data is within 2 standard deviations of the mean?

at least 75%

For any probability distribution how much of the data is within 3 standard deviations of the mean?

at least 88.8%

What is a parameter?


number that describes the population

What is a statistic?


number that describes a sample

Most often what is calculated, a parameter or a statistic?

statistic

What is the notation for the sample mean?

What is the notation for the sample standard deviation?



What is the notation for the sample variance?




large


If you flip a fair coin and record the percentage of heads, you will get close to 50% by luck and __________.

large sample size

If you flip a fair coin and record the percentage of heads, you will get close to 50% by _____ and having a large sample size.


luck

If you flip a fair coin 10 times and get close to 50% it will be mostly due to what?

luck

If you flip a fair coin 1000 times and get close to 50% it will be mostly due to what?


large sample size



For large samples is there much difference between sampling with and without replacement.

no

If the original data is normal, what about the shape of all sample means from samples of the same size?


normal

If the original data is not normal, what happens to the shape of all sample means from samples of size n as n goes up?


gets closer to normal

What is the name of the theorem that says as the sample size goes up that the sample means become closer to normal?

Central Limit Theorem

Consider data setsA:{25,26,26,25,24} and B:{15,25,38,22,40}. If you know one set of data is 5 individuals and the other is 5averages, which is more likely to be the 5 averages? _____.


A


Consider data setsA:{25,26,26,25,24} and B:{15,25,38,22,40}. If you know one set of data is 5 individuals and the other is 5averages, A is more likely to be the 5 averages? This is because the ___________ __________of averages is smaller.

standard deviation

Consider data setsA:{25,26,26,25,24} and B:{15,25,38,22,40}. If you know one set of data is 5 individuals and the other is 5averages, A is more likely to be the 5 averages? This is because the standard deviation ofaverages is _________.

smaller

Explain why it makes sense that averages tend to have a smaller standard deviation than individuals?


highs and lows tend to cancel out







 



smaller

What does the z score tell us in terms of standard deviation?

how many standard deviations from the mean

Is it human nature to tend to pay more attention to anecdotes or all the data?

anecdotes

Which is more important to pay attention to, anecdotes or all the data?

all the data

Give an example of how data beat anecdotes.

looking at all the data about child and leukemia and power lines instead of news interview of one mother with child with leukemia that happens to live near a power a line

What is a lurking variable?

a variable that affects the variables you are interested in but is not mentioned

Give an example of lurking variable.

child in soccer have higher school scores, but a LV is how much the parents want their kids to succeed, if they want their kids to succeed a lot then they will be more likely to put them in soccer and also do things such as to encourage them to study

Why does the following graph make it look like
drivers under 25 are the worst? 

Why does the following graph make it look likedrivers under 25 are the worst?

the under 25 has a lot more drivers

Two problems with the graph are the y-axis start
at 0 and ____________.
 

Two problems with the graph are the y-axis startat 0 and ____________.


we don’t know how the data was obtained

Two problems with the graph are we don’t how the
data were obtained and _______.

Two problems with the graph are we don’t how thedata were obtained and _______.

the y-axis does not start at 0

Why do we do statistical graphs?


to understand the data


Let’s compare percent of children abused in Idaho and Virginia. In Idaho its 22.6% and in Virginia its only 5.9%. Does this mean it is safer for children in Virginia? Explain.


no, definition of child abuse could be different

How is it that in 1998 North Dakota that was 45th in spending per pupil has a much higher SAT average (by almost 200 points) than New Jersey that was 2nd in spending per pupil?

mostly the best students in North Dakota take the SAT while in New Jersey a much higher percent take the SAT

Suppose in a big city it is found that in all fatal car accidents 25% were under the influence of alcohol and 75% were not. It seems that it is better to be drunk, explain why it is not the case.


there are many more drivers not drinking so they could easily have more accidents

Are statistical conclusions about populationsbased on samples ever 100% sure?

no

A good graph will show that many people mostlikely in Florida voted for whom by mistake in 2000?

Buchanan

In a CI as the confidence level goes up, what happens to the margin of error?

up

In a CI as the sample size goes up, what happens to the margin of error?

down

In a CI if the standard deviation gets higher, what happens to the margin of error?

up

All things being equal, do we prefer the margin of error to be big or small?


small

40



normal

Is the z distribution symmetric?

yes

Is the mean sensitive to outliers?

yes

Is the standard deviation sensitive to outliers?

yes

Is the median sensitive to outliers?


no

Are the quartiles sensitive to outliers?

no

Suppose you have data only summarized in different numerical ranges. How can you estimate the mean and standard deviation?

assume the data are the midpoints of the ranges