This textbook presents a compact introduction to basic statistics using the probabilistic (i.e. "Bayesian'") paradigm. The standard data-analysis topics of a half-semester course are covered: basic data graphics, inference for a proportion parameter from Boolean data, inference for a location and precision parameter from metric data, inference for the difference of parameters, simple linear regression, and inference for the correlation parameter. Prerequisite knowledge is basic probability theory. Plotting and calculation examples are done using Matlab, a commercial interactive scientific software package that is widely used in engineering and science. The examples can also be run, without modification, or the free "Matlab clone" Octave. The book includes 60 exercises with answers.
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Robert Piché is professor of mathematics at Tampere University of Technology in Tampere, Finland.
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Da: Revaluation Books, Exeter, Regno Unito
Paperback. Condizione: Brand New. 1st edition. 136 pages. 9.00x6.00x0.31 inches. This item is printed on demand. Codice articolo zk1489528423
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