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This paper considers Bayesian counterparts of the classical tests for goodness of fit and their use in judging the fit of a single Bayesian model to the observed data. We focus on posterior… (More)
Two major reasons for the popularity of the EM algorithm are that its maximum step involves only complete-data maximum likelihood estimation, which is often computationally simple, and that its… (More)
- M Jaurrieta Alegría, Glorisa J. Canino, +6 authors Xiao-Li Meng
- The American journal of psychiatry
- 2008
OBJECTIVE
Although widely reported among Latino populations, contradictory evidence exists regarding the generalizability of the immigrant paradox, i.e., that foreign nativity protects against… (More)
The covariance matrix plays an important role in statistical inference, yet modeling a covariance matrix is often a difficult task in practice due to its dimensionality and the non-negative definite… (More)
Computing (ratios of) normalizing constants of probability models is a fundamental computational problem for many statistical and scientific studies. Monte Carlo simulation is an effective technique,… (More)
- M Jaurrieta Alegría, David T. Takeuchi, +14 authors Fong Gong
- International journal of methods in psychiatric…
- 2004
This paper provides a rationale for, and overview of, procedures used to develop the National Latino and Asian American Study (NLAAS). The NLAAS is nationally representative community household… (More)
Let pi(w); i = 1; 2, be two densities with common support where each density is known up to a normalizing constant: pi(w) = qi(w)=ci. We have draws from each density (e.g., via Markov chain Monte… (More)
Disparity in depression treatment among racial and ethnic minority populations in the United States.
- M Jaurrieta Alegría, Pinka Chatterji, +5 authors Xiao-Li Meng
- Psychiatric services
- 2008
OBJECTIVE
Prior research on racial and ethnic disparities in depression treatment has been limited by the scarcity of national samples that include an array of diagnostic and quality indicators and… (More)
- Xiao-Li Meng
- 1994
Conducting sample surveys, imputing incomplete observa- tions, and analyzing the resulting data are three indispensable phases of modern practice with public-use data files and with many other… (More)