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Arlequin suite ver 3.5: a new series of programs to perform population genetics analyses under Linux and Windows
Article
Article
Arlequin suite ver 3.5: a new series of programs to perform population genetics analyses under Linux and Windows
Laurent Excoffier; Heidi E. L. Lischer · Molecular Ecology Resources · 2010
We present here a new version of the Arlequin program available under three different forms: a Windows graphical version (Winarl35), a console version of Arlequin (arlecore), and a specific console version to compute sum...
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Regularization Paths for Generalized Linear Models via Coordinate Descent
Article
Article
Regularization Paths for Generalized Linear Models via Coordinate Descent
Jerome H. Friedman; Trevor Hastie; Robert Tibshirani · Journal of Statistical Software · 2010
We develop fast algorithms for estimation of generalized linear models with convex penalties. The models include linear regression, two-class logistic regression, and multi- nomial regression problems while the penalties...
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Statsmodels: Econometric and Statistical Modeling with Python
Article
Article
Statsmodels: Econometric and Statistical Modeling with Python
Skipper Seabold; Josef Perktold · Proceedings of the Python in Science Conferences · 2010
Statsmodels is a library for statistical and econometric analysis in Python. This paper discusses the current relationship between statistics and Python and open source more generally, outlining how the statsmodels packa...
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