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Design of Experiments
Statistics - Design of Experiments (Chapter 1)
14
Mathematics
Undergraduate 1
01/27/2008

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Term
Observational Study
Definition
We observe and measure specific characteristics, but we don't attempt to modify the subjects being studied.
Term

Experiment

Definition
We apply some treatment and then proceed to observe its effects on the subjects.
Term
Cross Sectional Study
Definition
Data are observed, measured, and collected at one point in time.
Term
Retrospective or Case Control Study
Definition
Data are collected from the past by going back in time (through examination of records, interviews, and so on).
Term
Prospective or Longitudinal or Cohort Study
Definition
Data are collected in the future from groups (called cohorts) sharing common factors.
Term
Confounding
Definition
Occurs in an experiment when the experimenter is not able to distinguish between the effects of different factors.
Term
Random Sample
Definition
Members from the population are selected in such a way that each individual member has an equal chance of being selected.
Term
Simple Random Sample
Definition
Size n subjects is selected in such a way that every possible sample of the same size n has the same chance of being chosen.
Term
Systematic Sampling
Definition
We select some starting point and then select every kth (such as every 50th) element in the population.
Term
Convenience Sampling
Definition
We simply use results that are very easy to get.
Term
Stratified Sampling
Definition
We subdivide the population into at least two different subgroups (or strata) that share the same characteristics (such as gender or age bracket), then we draw a sample from each subgroup (or stratum).
Term
Cluster Sampling
Definition
We first divide the population area into sections (or clusters), then randomly select some of those clusters, and then choose all the members from those selected clusters.
Term
Sampling Error
Definition
The difference between a sample result and the true population result; such an error results from chance sample fluctuations.
Term
Nonsampling Error
Definition
Occurs when the sample data are incorrectly collected, recorded, or analyzed (such as by selecting a biased sample, using a defective measurement instrument, or copying the data incorrectly).
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