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Le manuel de la librairie WeightedCluster: un guide pratique pour la creation de typologies de trajectoires en sciences sociales avec R10 months ago
Introduction | Typologie de séquences en sciences sociales | Installation et chargement | Étapes de l'analyse en clusters | Le clustering | Combiner les algorithmes | Mesurer la qualité d'une partition | Présentation des mesures | Utiliser la silhouette pour représenter les clusters | Choix d'une partition | Nommer les clusters | Mettre en lien trajectoires-types et facteurs explicatifs | Conclusion | Agréger les séquences identiques | Notes sur les performances | Détails des mesures de qualité | Construction de la variable test
R Tutorials: Robustness Assessment of Regressions using Cluster Analysis Typologies10 months ago
Short tutorial | Creating the state sequence object | Constructing the typology | Association study | Robustness assessment | Extended Tutorial | Estimating the Number of Clusters | Plotting the AME | Pooling Effect Sizes | Diagnostics | Outliers | Bootstrap replicates of the typology | References
Short R Tutorial: Fuzzy and Property-Based Clustering for Sequence Analysis10 months ago
Introduction | Data Preparation | Fuzzy Clustering | Plotting the typology | Regression models | Property-based clustering | References
Short R Tutorial: Validating Sequence Analysis Typologies To be Used in Subsequent Regression10 months ago
Introduction | Creating the State Sequence Object | Creating the typology | The clustassoc function | References
Short R Tutorial: Sequence Analysis Typologies for Large Databases2 years ago
Introduction | Data Preparation | CLARA Clustering | Cluster Quality Indices | Plotting the Typology | Fuzzy Clustering
Short R Tutorial: Validating Sequence Analysis Typologies Using Parametric Bootstrap2 years ago
Introduction | Creating the State Sequence Object | Creating the typology | Parametric Bootstrap | Combined Randomization | Randomized Sequencing | Randomized Duration | State Independence | First-order Markov Null Model | Choosing a Solution
WeightedCluster Preview8 years ago
Installation | An illustrative example | Hierarchical clustering | Cluster quality | PAM clustering | Keeping a solution | Disaggregating data
WeightedCluster Library Manual: A practical guide to creating typologies of trajectories in the social sciences with R13 years ago
Introduction | Typology of sequences in the social sciences | Installation and loading | Stages of cluster analysis | Clustering | Measuring the quality of a partition | Linking trajectory types and explanatory factors | Conclusion | Aggregating identical sequences | Notes on performances | Details of quality measures | Construction of the test variable