6533b85ffe1ef96bd12c13e5
RESEARCH PRODUCT
ConvergenceClubs: A Package for Performing the Phillips and Sul's Club Convergence Clustering Procedure
Pietro PizzutoRoberto Sicherasubject
Statistics and ProbabilityNumerical AnalysisMathematical optimizationConvergence ClubsEconomicsClubConvergence (relationship)Statistics Probability and UncertaintyCluster analysisdescription
This paper introduces package ConvergenceClubs, which implements functions to perform the Phillips and Sul (2007, 2009) club convergence clustering procedure in a simple and reproducible manner. The approach proposed by Phillips and Sul to analyse the convergence patterns of groups of economies is formulated as a nonlinear time varying factor model that allows for different time paths as well as individual heterogeneity. Unlike other approaches in which economies are grouped a priori, it also allows the endogenous determination of convergence clubs. The algorithm, usage, and implementation details are discussed.
year | journal | country | edition | language |
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2019-01-01 |