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The economics and statistics literature using computer simulation based methods has grown enormously over the past decades. Maximum Simulated Likelihood is a statistical tool useful for incorporating individual differences (called heterogeneity in the econometrics literature) and variations into...
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limited by the daunting complexity of the methods and their theory. The present work takes the easy road, focusing on unifying … unified, explicit theory for the general asymptotic (normal) distribution of maximum likelihood estimators (MLE). MLE can be …
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The multivariate split nomal distribution extends the usual multivariate normal distribution by a set of parameters which allows for skewness in the form of contraction/dilation along a subset of the prinicpal axis. The paper derives some properties for this distribution, including its moment...
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