Computer Experiments and Statistics
Computer experiments can be seen a branch of applied statistics, because the user must account for three sources of uncertainty. First, the models often contain parameters whose values are not certain; second, the models themselves are imperfect representations of the underlying system; and third, data collected from the system that might be used to calibrate the models are imperfectly measured. However, most practitioners of computer experiments do not see themselves as statisticians.
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Famous quotes containing the words computer, experiments and/or statistics:
“The computer takes up where psychoanalysis left off. It takes the ideas of a decentered self and makes it more concrete by modeling mind as a multiprocessing machine.”
—Sherry Turkle (b. 1948)
“Science is a dynamic undertaking directed to lowering the degree of the empiricism involved in solving problems; or, if you prefer, science is a process of fabricating a web of interconnected concepts and conceptual schemes arising from experiments and observations and fruitful of further experiments and observations.”
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“He uses statistics as a drunken man uses lamp-posts—for support rather than illumination.”
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