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32 Cards in this Set
- Front
- Back
Data
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collections of observations (such as measurements, genders, survey responses)
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Statistics
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the science of planning studies and experiments, obtaining data, and then organizing,
summarizing, presenting, analyzing, interpreting, and drawing conclusions based on data |
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Population
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the complete collection of all individuals (scores, people, measurements, and so
on) to be studied |
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census
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the collection of data from every member of the population
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sample
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a subcollection of members selected from a population
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parameter
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a numerical measurement describing some characteristic of a population
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statistic
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a numerical measurement describing some characteristic of a sample
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Quantitative (or numerical) data
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consists of numbers representing counts of measurements
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Categorical (or qualitative or attribute) data
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consist of names or labels that are not numbers
representing counts or measurements |
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Discrete data
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when the number of possible values is either a nite number of a "countable"
number |
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Continuous (numerical) data
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innitely many possible values that correspond to some
continuous scale that covers a range of values without gaps, interruptions, or jumps |
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voluntary response sample
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when the respondents themselves decide to be included or not
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correlation
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when two variables have a relationship towards each other (do not assume causality)
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self-interest study
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when a company finances a study in favor for their own benefit
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observational study
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observe the study but do nothing to test it
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Continuous (numerical) data
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innitely many possible values that correspond to some
continuous scale that covers a range of values without gaps, interruptions, or jumps |
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voluntary response sample
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when the respondents themselves decide to be included or not
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correlation
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when two variables have a relationship towards each other (do not assume causality)
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experiment
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apply some treatment and then proceed to observe its eects on the subjects
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self-interest study
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when a company finances a study in favor for their own benefit
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simple random sample
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n subjects is selected in such a way that every possible sample of the same size has the same chance of being chosen
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observational study
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observe the study but do nothing to test it
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random sample
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members from the population are selected in such a way that each individual member in the population has an equal chance of being selected
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experiment
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apply some treatment and then proceed to observe its eects on the subjects
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simple random sample
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n subjects is selected in such a way that every possible sample of the same size has the same chance of being chosen
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probability sample
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selecting members from a population in such a way that each member of the population has a known (but not necessarily the same) chance of being selected
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random sample
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members from the population are selected in such a way that each individual member in the population has an equal chance of being selected
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systematic sampling
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select some starting point and then select every kth (such as every 50th) element in the population
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probability sample
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selecting members from a population in such a way that each member of the population has a known (but not necessarily the same) chance of being selected
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systematic sampling
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select some starting point and then select every kth (such as every 50th) element in the population
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stratified sampling
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subdivide the population into at least two dierent subgroups (or
strata) so that subjects within the same subgroup share the same characteristics (such as gender or age bracket), then we draw a sample from each subgroup (or stratum) |
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cluster sampling
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First divide the population area into sections (or clusters), then randomly selected some of those clusters, and then choose all the members from those selected clusters
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