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Stats Vocab

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Question
Answer
Population   The group of individuals that we hope to learn about  
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Sample   A part of the population that we examine in hope to learn about the population  
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Sample survey   Questions that are given to a sample in hope of learning something about the entire population. EX: Polls  
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4 types of Bias   1) Relying on Voluntary response 2)undercoverage of the population 3) nonresponse bias 4) response bias  
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Randomization   The best defense against bias. Each individual is given a fair, random chance of being select  
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Matching   Force a sample to resemble specific attribute  
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Sample size   # of individual in a sample.  
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Census   A sample that consist of the entire population  
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Population parameter   EX: the mean income of all employed people in the country  
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Statistic, sample statistic   values calculated for sampled data  
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Representative   a sample is representative if the statistics computed from it accurately reflect the corresponding population parameters  
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Simple random sample   each set of (n) elements in the population has an equal chance of being selected  
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Sampling frame   Lists of individuals from the sample  
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Stratified random sample   population is divided into several strata, and random samples are drawn from each stratum.  
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Cluster sample   entire groups or clusters are chosen at random  
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Systematic sample   selecting individuals systematically from a sampling frame  
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Multistage sample   sampling schemes that combine several sampling methods  
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Voluntary response bias   individuals can choose on their own whether to participate in the sample. Sample base on voluntary response is always invalid.  
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Convenience sample   individuals who are conveniently available. Not representative because every individual is not equally convenient to sample  
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Nonresponse bias   large fraction of those sampled fail to respond. Those who do response are likely not to represent the entire sample  
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Response bias   The people tell lies because you asked a sensitive question. EX: Do you do drugs?  
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Sampling variability   tendency of randomly drawn samples to differ, one from another.  
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interviewer bias   the person you having conducting the interview makes the person hesitant to answer the questions  
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Reporting Bias   the individual tends to round when answering  
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