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Showing 1 to 3 of 3 for “"Structured correlation matrices"”.
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Efficient Unbiased Estimating Equations for Analyzing Structured Correlation Matrices
… an active area of research. For normal data, correlations fully quantify the dependence. And historically, maximum likelihood method has been very successful to estimate the correlations and unbiased estimating equation approach has become a popular alternative when there may be a departure …
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Analysis of Discrete Choice Probit Models with Structured Correlation Matrices
… discrete choice probit models for a couple of correlation structures such as equicorrelation and product correlation. Using stochastic representations, we derive and simplify analytical expressions for the computation of choice probabilities for both of the structures. Further, we illustrate …
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Canonical Correlation Analysis for Longitudinal Data
… of these data is usually done using a canonical correlation analysis (CCA). Occurrence of these data at multiple occasions or conditions leads to longitudinal multivariate data for a CCA. We address the problem of canonical correlation analysis on longitudinal data when the data have a Kronecker …