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Combinatorial Inference in Geometric Data Analysis
Geometric Data Analysis designates the approach of Multivariate Statistics that conceptualizes the set of observations as a Euclidean cloud of points. Combinatorial Inference in Geometric Data Analysis gives an overview of multidimensional statistical inference methods applicable to clouds of points that make no assumption on the process of generating data or distributions, and that are not based on random modelling but on permutation procedures recasting in a combinatorial framework. It focuses particularly on the comparison of a group of observations to a reference population (combinatorial test) or to a reference value of a location parameter (geometric test), and on problems of homogenei...
Regression Inside Out
Demonstrates new ways to extract knowledge from statistical data and unlock more nuanced interpretations than has previously been possible.
Multivariate scaling methods and the reconstruction of social spaces
Der Sammelband vereint Beiträge von führenden Forscherinnen und Forschern im Bereich statistischer Methoden und deren Anwendung in den Sozialwissenschaften mit einem besonderen Fokus auf sozialen Räumen. Multivariate Skalierungsmethoden für kategoriale Daten, speziell Korrespondenzanalyse, werden verwendet um die wichtigsten Dimensionen aus komplexen Kreuztabellen mit vielen Variablen zu extrahieren und Zusammenhänge in den Daten bildlich darzustellen. In diesem Band werden statistische Weiterentwicklungen, grundsätzliche methodologische Überlegungen und empirische Anwendungen multivariater Analysemethoden diskutiert. Mehrere Anwendungsbeispiele thematisieren verschiedene Aspekte des Raumes und deren soziologische Bedeutung: die Rekonstruktion „sozialer Räume“ mit statistischen Methoden, die Illustration räumlicher Beziehungen zwischen Nähe, Distanz und Ungleichheit, aber auch konkrete Interaktionen in urbanen Räumen. Der Band erscheint zur Würdigung der wissenschaftlichen Leistungen von Prof. Jörg Blasius.
Dibia’s World: Life on an Early Sugar Plantation
Dibia was educated in Africa, stolen across the sea and sold into slavery. He spent the rest of his life on a sugar plantation, where he worked with Agoüya, drank Aboré’s rum, married Izabelle and had a son named Paul. This book tells the story of the community he lived in with a hundred others in a colonial outpost of the Caribbean. It depicts the everyday life of enslaved Africans and Native Americans in remarkable detail, showing their names, relationships, skills, health and interactions, as they contended with and resisted their enslavement. Most studies of plantation life examine well-established colonies in the century before abolition. This work provides a counterpoint by depicting the founding population of an African-American community in the early years of the industrial sugar plantation complex. Drawing on a planter’s manuscript, shipping records, missionary accounts and seventeenth-century scraps of paper, Dibia’s World will appeal to specialists as well as general readers interested in the early Atlantic world, Creole societies, slavery and African-American history.
Le bonheur en bouquet
De nouvelle en nouvelle, comme s’il égrainait les douze mois d’une année décisive, le lecteur s’immerge dans douze tranches de vie. S’écoulant entre 2012 et 2016, elles présentent d’étonnantes similitudes... La densité et la convergence des trajectoires individuelles atteignent un point d’orgue à l’occasion d’une chaude soirée de juin 2016 dans l’est parisien. Ce soir-là, à l’occasion d’une fête des voisins, toutes ces vies se croisent aux quatre coins d’une cour foisonnante de verdure qui les retranche de l’agitation alentour. Leur vérité se fait jour. Elle éclate comme le bouquet final d’un feu d’artifice qui crépite tout au long des 1200 pages d’histoires riches en émotion. Leur quête de bonheur a le parfum des fleurs, la forme d’un bouquet et une recette bien particulière que deux des protagonistes veulent livrer au plus grand nombre. Les ingrédients de cette recette, c’était impératif : il fallait les nommer, les écrire à deux mains, les chanter...
Geometric Data Analysis
Geometric Data Analysis (GDA) is the name suggested by P. Suppes (Stanford University) to designate the approach to Multivariate Statistics initiated by Benzécri as Correspondence Analysis, an approach that has become more and more used and appreciated over the years. This book presents the full formalization of GDA in terms of linear algebra - the most original and far-reaching consequential feature of the approach - and shows also how to integrate the standard statistical tools such as Analysis of Variance, including Bayesian methods. Chapter 9, Research Case Studies, is nearly a book in itself; it presents the methodology in action on three extensive applications, one for medicine, one from political science, and one from education (data borrowed from the Stanford computer-based Educational Program for Gifted Youth ). Thus the readership of the book concerns both mathematicians interested in the applications of mathematics, and researchers willing to master an exceptionally powerful approach of statistical data analysis.
