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Phi-Divergence test statistics for testing the validity of latent class models for binary data
Ángel Felipe, Nirian Martín, Pedro Miranda +1
The main purpose of this paper is to present new families of test statistics for studying the problem of goodness-of-fit of some data to a latent class model for binary data. The f…
Minimum ϕ-divergence estimation in constrained latent class models for binary data
Ángel Felipe, Pedro Miranda, Leandro Pardo
The main purpose of this paper is to introduce and study the behavior of minimum ϕ-divergence estimators as an alternative to the maximum likelihood estimator in latent class model…
Empirical phi-divergence test statistics for testing simple and composite null hypotheses
Narayanaswamy Balakrishnan, Nirian Martín, Leandro Pardo
The main purpose of this paper is to introduce first a new family of empirical test statistics for testing a simple null hypothesis when the vector of parameters of interest are de…