Titlebook: Lectures on Algebraic Statistics; Mathias Drton,Bernd Sturmfels,Seth Sullivant Textbook 2009 Birkhäuser Basel 2009 Factor analysis.Grad.Li

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Hidden Variables,pically, these singularities arise in statistical models with hidden variables, in which a smooth model involving both observed and hidden variables is projected, via marginalization, to a model for the observed variables only. Hidden variable models are ubiquitous in statistical applications, but s

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Textbook 2009 semi-algebraic sets of parameters; the geometry of these parameter spaces determines the behaviour of widely used statistical inference procedures; computational algebraic geometry can be used to study parameter spaces and other features of statistical models..

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at the reader will encounter along the way are at the cutting edge of scientific research. However the themes are explained in such a way that no prior understanding of science beyond a high school education is necessary.... .978-0-387-27616-8978-0-387-27618-2

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the data series of the official statistics (so-called quantitative data), the emphasis here is on the judgements and anticipations of the participants in economic activity (so-called qualitative data). The advantage of this special indicator approach is that the qualitative series generally react fa