Hypothesis testing in mixture regression models

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Inference for Subgroup Analysis With a Structured Logistic-Normal Mixture Model (2015, methodology): “Zhu and Zhang (2004, 2006) consider a two-group mixture regression model, and suggest a resampling method to carry out the test.”
Non‐parametric estimation of finite mixtures from repeated measurements (2016, background): “Even in parametric models, the problem of inferring the number of components is non-standard and has not been fully resolved; see, for example, Leroux (1992), Zhu and Zhang (2004) and Woo and Sriram (2006).”
Fitting mixtures of linear regressions (2010, background): “More recently, Zhu and Zhang [9] established asymptotic theory for”