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Given this procedure, the PRESS statistic can be calculated for a number of candidate model structures for the same dataset, with the lowest values of PRESS indicating the best structures. Models that are over-parameterised ( over-fitted ) would tend to give small residuals for observations included in the model-fitting but large residuals for ...
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Sufficiency (statistics) – see Sufficient statistic; Sufficient dimension reduction; Sufficient statistic; Sum of normally distributed random variables; Sum of squares (disambiguation) – general disambiguation; Sum of squares (statistics) – see Partition of sums of squares; Summary statistic; Support curve; Support vector machine ...
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Cambridge, Mass.: MIT Press, 1995. Description: Extensive exposition of statistical decision theory, statistics, and decision analysis from a Bayesian standpoint. Many examples and problems come from business and economics. Importance: Greatly extended the scope of applied Bayesian statistics by using conjugate priors for exponential families ...
The saddlepoint approximation method, initially proposed by Daniels (1954) [1] is a specific example of the mathematical saddlepoint technique applied to statistics, in particular to the distribution of the sum of independent random variables.