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Archetypal Analysis for population genetics

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Computational statistics

Computational statistics, or statistical computing, is the bond between statistics and computer science. It means statistical methods that are enabled by using computational methods. It is the area of computational science (or scientific computing) specific to the mathematical science of statistics. This area is also developing rapidly, leading to calls that a broader concept of computing should be taught as part of general statistical education.

Genetic programming

In artificial intelligence, genetic programming (GP) is a technique of evolving programs, starting from a population of unfit (usually random) programs, fit for a particular task by applying operations analogous to natural genetic processes to the population of programs. The operations are: selection of the fittest programs for reproduction (crossover), replication and/or mutation according to a predefined fitness measure, usually proficiency at the desired task.

Ideal type

Ideal type (Idealtypus), also known as pure type, is a typological term most closely associated with the sociologist Max Weber (1864–1920). For Weber, the conduct of social science depends upon the construction of abstract, hypothetical concepts. The "ideal type" is therefore a subjective element in social theory and research, and one of the subjective elements distinguishing sociology from natural science. An ideal type is formed from characteristics and elements of the given phenomena, but it is not meant to correspond to all of the characteristics of any one particular case.

Verstehen

Verstehen (fɛɐˈʃteːən, ), in the context of German philosophy and social sciences in general, has been used since the late 19th century – in English as in German – with the particular sense of the "interpretive or participatory" examination of social phenomena. The term is closely associated with the work of the German sociologist Max Weber, whose antipositivism established an alternative to prior sociological positivism and economic determinism, rooted in the analysis of social action.