MATH 251 STATS EXAM 1 QUESTIONS
AND CORRECT ANSWERS
Statistics are the study of ________________ - ANSWERS-data
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A 'statistic' is - ANSWERS-a measurement that describes a sample
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2 types of statistics - ANSWERS-descriptive and inferential
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Descriptive stats - ANSWERS- 5f 5f 5f
used to organize and summarize data. often uses pie charts and averages. these are
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facts
5f
Inferential stats - ANSWERS- 5f 5f 5f
used to make predictions, generalizations or assumptions and conclusions. requires
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
use of probability to measure confidence in them. These are educated guesses and
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we measure their reliability using probabilities.
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Anecdotal claim - ANSWERS- 5f 5f 5f
a conclusion based on very little data. (often one persons account)
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Population - ANSWERS-complete set of information; everything. not biased. (N)
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Parameters - ANSWERS- 5f 5f
measurements that describe populations, usually denoted by greek letters or with N. 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
sample - ANSWERS-a subset or portion of the population. may be biased. (n)
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
Statistics - ANSWERS- 5f 5f
measurements that describe a sample, usually denoted by english letters 5f 5f 5f 5f 5f 5f 5f 5f 5f
You should ___________ statistics and ____________ parameters - ANSWERS-
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question, accept 5f
(Random) variable - ANSWERS- 5f 5f 5f
any characteristic that varies from individual to individual within a population, typicall
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y denoted by capital letters. knowing the type of variable will help you choose the ap
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propriate graph, formula, or test method. 5f 5f 5f 5f 5f
Data - ANSWERS-actual values of a variable
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Qualitative/ Categorical Variables - ANSWERS- 5f 5f 5f 5f
attributes, categories, or characteristics that are not naturally numeric like ethnicity, d
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egree level of education and zip code.
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typically use pie charts and % 5f 5f 5f 5f 5f
Quantitative/ Numeric Variables - ANSWERS- 5f 5f 5f 5f
values that are numeric like age, GPA, and temperature. typically use averages
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, Discrete (Quantitative) variable - ANSWERS- 5f 5f 5f 5f
variables that have a finite or a countable number of outcomes. often counts.
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write possible values in a list: x=1,2,3...
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*has gaps 5f
Examples: # of tornadoes in a year, # of ppl with attached earlobes, grade point in C
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
HEM 121 5f
Continuous (Quantitative) variable - ANSWERS- 5f 5f 5f 5f
variables that have an infinite number of outcomes which are usually measured and r
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ounded and fall on some interval. 5f 5f 5f 5f 5f 5f
write possible values in interval notation: x E [0,100)
5f 5f 5f 5f 5f 5f 5f 5f
Examples: length of newborn in cm, # of calories in a sandwich, GPA
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
Simple Random Sample (SRS) - ANSWERS-
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when every possible sample of size n out of a population of N has an equally likely c
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hance of occurring. Least likely to be biased.
5f 5f 5f 5f 5f 5f 5f 5f
Example: write names on pieces of paper and draw from a hat
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
Frame - ANSWERS- 5f 5f
a list of all the individuals within the population required for a simple random sample
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Systematic (random) sampling - ANSWERS- 5f 5f 5f 5f
select some random starting point and then select every n'th individual in the populati
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on.
When to use systematic sampling - ANSWERS-when you don't have a frame
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Stratified (random) sampling - ANSWERS-Some of every group.
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separate groups by strata/characteristic, then choose SRS from each strata
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should be proportionate to population
5f 5f 5f 5f
Cluster (random) sampling - ANSWERS-Collect all of some groups.
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divide population into clusters (usually based on proximity). choose random clusters
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and include all people within that cluster
5f 5f 5f 5f 5f 5f
Multistage sampling - ANSWERS- 5f 5f 5f
using a combo of SRS, stratified, systematic, and/or cluster sampling. Many large sc
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
ale samples are done using this method. Mixture of both cluster and stratified.
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
Convenience sampling - ANSWERS-choosing individuals who are easiest to reach 5f 5f 5f 5f 5f 5f 5f 5f 5f
example: asking around and self-selecting surveys. 5f 5f 5f 5f 5f
little statistical validity because the design is poor.
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**NOT RANDOM 5f
4 levels of measurement - ANSWERS-1. Nominal
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2. Ordinal
5f
3. Interval
5f
4. Ratio
5f
AND CORRECT ANSWERS
Statistics are the study of ________________ - ANSWERS-data
5f 5f 5f 5f 5f 5f 5f
A 'statistic' is - ANSWERS-a measurement that describes a sample
5f 5f 5f 5f 5f 5f 5f 5f 5f
2 types of statistics - ANSWERS-descriptive and inferential
5f 5f 5f 5f 5f 5f 5f
Descriptive stats - ANSWERS- 5f 5f 5f
used to organize and summarize data. often uses pie charts and averages. these are
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
facts
5f
Inferential stats - ANSWERS- 5f 5f 5f
used to make predictions, generalizations or assumptions and conclusions. requires
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
use of probability to measure confidence in them. These are educated guesses and
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
we measure their reliability using probabilities.
5f 5f 5f 5f 5f
Anecdotal claim - ANSWERS- 5f 5f 5f
a conclusion based on very little data. (often one persons account)
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
Population - ANSWERS-complete set of information; everything. not biased. (N)
5f 5f 5f 5f 5f 5f 5f 5f 5f
Parameters - ANSWERS- 5f 5f
measurements that describe populations, usually denoted by greek letters or with N. 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
sample - ANSWERS-a subset or portion of the population. may be biased. (n)
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
Statistics - ANSWERS- 5f 5f
measurements that describe a sample, usually denoted by english letters 5f 5f 5f 5f 5f 5f 5f 5f 5f
You should ___________ statistics and ____________ parameters - ANSWERS-
5f 5f 5f 5f 5f 5f 5f 5f
question, accept 5f
(Random) variable - ANSWERS- 5f 5f 5f
any characteristic that varies from individual to individual within a population, typicall
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
y denoted by capital letters. knowing the type of variable will help you choose the ap
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
propriate graph, formula, or test method. 5f 5f 5f 5f 5f
Data - ANSWERS-actual values of a variable
5f 5f 5f 5f 5f 5f
Qualitative/ Categorical Variables - ANSWERS- 5f 5f 5f 5f
attributes, categories, or characteristics that are not naturally numeric like ethnicity, d
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
egree level of education and zip code.
5f 5f 5f 5f 5f 5f
typically use pie charts and % 5f 5f 5f 5f 5f
Quantitative/ Numeric Variables - ANSWERS- 5f 5f 5f 5f
values that are numeric like age, GPA, and temperature. typically use averages
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
, Discrete (Quantitative) variable - ANSWERS- 5f 5f 5f 5f
variables that have a finite or a countable number of outcomes. often counts.
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
write possible values in a list: x=1,2,3...
5f 5f 5f 5f 5f 5f
*has gaps 5f
Examples: # of tornadoes in a year, # of ppl with attached earlobes, grade point in C
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
HEM 121 5f
Continuous (Quantitative) variable - ANSWERS- 5f 5f 5f 5f
variables that have an infinite number of outcomes which are usually measured and r
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
ounded and fall on some interval. 5f 5f 5f 5f 5f 5f
write possible values in interval notation: x E [0,100)
5f 5f 5f 5f 5f 5f 5f 5f
Examples: length of newborn in cm, # of calories in a sandwich, GPA
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
Simple Random Sample (SRS) - ANSWERS-
5f 5f 5f 5f 5f
when every possible sample of size n out of a population of N has an equally likely c
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
hance of occurring. Least likely to be biased.
5f 5f 5f 5f 5f 5f 5f 5f
Example: write names on pieces of paper and draw from a hat
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
Frame - ANSWERS- 5f 5f
a list of all the individuals within the population required for a simple random sample
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
Systematic (random) sampling - ANSWERS- 5f 5f 5f 5f
select some random starting point and then select every n'th individual in the populati
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
on.
When to use systematic sampling - ANSWERS-when you don't have a frame
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
Stratified (random) sampling - ANSWERS-Some of every group.
5f 5f 5f 5f 5f 5f 5f
separate groups by strata/characteristic, then choose SRS from each strata
5f 5f 5f 5f 5f 5f 5f 5f 5f
should be proportionate to population
5f 5f 5f 5f
Cluster (random) sampling - ANSWERS-Collect all of some groups.
5f 5f 5f 5f 5f 5f 5f 5f
divide population into clusters (usually based on proximity). choose random clusters
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
and include all people within that cluster
5f 5f 5f 5f 5f 5f
Multistage sampling - ANSWERS- 5f 5f 5f
using a combo of SRS, stratified, systematic, and/or cluster sampling. Many large sc
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
ale samples are done using this method. Mixture of both cluster and stratified.
5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f 5f
Convenience sampling - ANSWERS-choosing individuals who are easiest to reach 5f 5f 5f 5f 5f 5f 5f 5f 5f
example: asking around and self-selecting surveys. 5f 5f 5f 5f 5f
little statistical validity because the design is poor.
5f 5f 5f 5f 5f 5f 5f 5f
**NOT RANDOM 5f
4 levels of measurement - ANSWERS-1. Nominal
5f 5f 5f 5f 5f 5f
2. Ordinal
5f
3. Interval
5f
4. Ratio
5f