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Analyzing and Visualizing State Sequences in R with TraMineR
TLDR
This article describes the many capabilities offered by the TraMineR toolbox for categorical sequence data. Expand
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Discrepancy Analysis of State Sequences
In this article, the authors define a methodological framework for analyzing the relationship between state sequences and covariates. Inspired by the principles of analysis of variance, this approachExpand
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What matters in differences between life trajectories: a comparative review of sequence dissimilarity measures
TLDR
A comparative study of the multiple ways of measuring dissimilarities between state sequences that are sociologically important when studying life courses. Expand
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The De-Standardization of the Life Course: Are Men and Women Equal?
Various studies suggest that rather than being a general trend that concern all individuals and all life domains uniformly, the de-standardization of the life course has taken distinct shapes and hasExpand
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Extracting and Rendering Representative Sequences
TLDR
This paper is concerned with the summarization of a set of categorical sequences. Expand
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Searching for typical life trajectories applied to childbirth histories
Abstract. We address, in this chapter, the identification of typical patterns that best characterize a set of sequences. More specifically, we focus on data-driven methods that search for the typicalExpand
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Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences
This book reviews the latest techniques in exploratory data mining (EDM) for the analysis of data in the social and behavioral sciences to help researchers assess the predicti ve value of diff erentExpand
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Analyzing state sequences with probabilistic suffix trees: the PST R package
TLDR
This article presents the PST R package for categorical sequence analysis with probabilistic suffix trees (PSTs), i.e., structures that store variable-length Markov chains (VLMCs). Expand
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De l’usage de la statistique implicative dans les arbres de classification
Resume. Cet article met en lumiere l’interet du concept de statistique implicative dans le contexte des arbres de classification. Dans une premiere partie nous montrons que les residus standardisesExpand
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Tree-based varying coefficient regression for longitudinal ordinal responses
TLDR
A tree-based algorithm for longitudinal regression analysis that aims to learn whether and how the effects of predictor variables depend on moderating variables is presented. Expand
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