Do remittances not promote growth? A finite mixture-of-regressions approach
Sign Up to like & getrecommendations! Published in 2018 at "Empirical Economics"
DOI: 10.1007/s00181-016-1224-z
Abstract: This paper re-examines the impact of remittance inflows on growth using data for developing countries over the period 1970–2010. We relax the hypothesis that all countries follow the same unique growth regime in favor of… read more here.
Keywords: mixture regressions; promote growth; remittances promote; finite mixture ... See more keywords
Fitting Non-Parametric Mixture of Regressions: Introducing an EM-Type Algorithm to Address the Label-Switching Problem
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DOI: 10.3390/sym14051058
Abstract: The non-parametric Gaussian mixture of regressions (NPGMRs) model serves as a flexible approach for the determination of latent heterogeneous regression relationships. This model assumes that the component means, variances and mixing proportions are smooth unknown… read more here.
Keywords: mixture regressions; regression; label switching; non parametric ... See more keywords
A New Semiparametric Approach to Finite Mixture of Regressions using Penalized Regression via Fusion.
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DOI: 10.5705/ss.202016.0531
Abstract: For some modeling problems a population may be better assessed as an aggregate of unknown subpopulations, each with a distinct relationship between a response and associated variables. The finite mixture of regressions (FMR) model, in… read more here.
Keywords: regression; penalized regression; finite mixture; approach ... See more keywords