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11/2012
A composite likelihood is usually constructed by multiplying a collection of lower dimensional marginal or conditional densities. In recent years, composite... 
0463 | Composite likelihood | Statistics
Dissertation
Journal of Computational and Graphical Statistics, ISSN 1061-8600, 10/2016, Volume 25, Issue 4, pp. 1212 - 1229
In multivariate or spatial extremes, inference for max-stable processes observed at a large collection of points is a very challenging problem and current... 
Composite likelihood | Max-stable process | Spatial extremes | Parallel computing | Efficiency | MODELS | MULTIVARIATE | STATISTICS & PROBABILITY
Journal Article
by Jin, Zi
06/2010
A composite likelihood consists of a combination of valid likelihood objects, and in particular it is of typical interest to adopt lower dimensional marginal... 
Asymptotic relative efficiency | 0463 | Composite likelihood inference | Pairwise likelihood | Higher-order asymptotics
Dissertation
Journal of the American Statistical Association, ISSN 0162-1459, 01/2014, Volume 109, Issue 505, pp. 315 - 333
Many models of interest in the natural and social sciences have no closed-form likelihood function, which means that they cannot be treated using the usual... 
Approximate inference | Composite likelihood | Quasi-Monte Carlo | Approximate Bayesian computation | CHOICE | MONTE-CARLO METHODS | STATISTICS & PROBABILITY | MODEL
Journal Article
Journal of Multivariate Analysis, ISSN 0047-259X, 07/2019, Volume 172, pp. 59 - 83
We consider the family of hierarchical Archimedean copulas obtained from multivariate exponential mixture distribution through compounding, as introduced by... 
Hierarchical Archimedean copulas | Statistical collapsing strategy | Composite likelihood estimation | Tree structure determination
Journal Article
Journal of Statistical Planning and Inference, ISSN 0378-3758, 05/2019, Volume 200, pp. 20 - 31
Serial correlation and overdispersion must be handled properly in analyses of time series of counts, and parameter-driven models combine an underlying latent... 
Composite likelihood | Bootstrap | Serial correlation | Overdispersion | Generalized linear mixed model | REGRESSION | MODELS | STATISTICS & PROBABILITY
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 01/2017, Volume 112, Issue 517, pp. 201 - 214
Automated sensing instruments on satellites and aircraft have enabled the collection of massive amounts of high-resolution observations of spatial fields over... 
Gaussian process | Basis functions | Full-scale approximation | Satellite data | Distributed computing | Kriging | COMPOSITE LIKELIHOOD APPROACH | STATISTICS & PROBABILITY | RANDOM-FIELDS | PREDICTION | SPACE | MODELS | DATA SETS
Journal Article
Journal of Multivariate Analysis, ISSN 0047-259X, 11/2019, Volume 174, p. 104534
We study the problem of estimating the covariance parameters of a one-dimensional Gaussian process with exponential covariance function under fixed-domain... 
Microergodic parameters | Asymptotic normality | Large data sets | Pairwise composite likelihood | Consistency | Fixed-domain asymptotics | Gaussian processes | Exponential model
Journal Article
Journal of the Royal Statistical Society. Series B (Statistical Methodology), ISSN 1369-7412, 3/2014, Volume 76, Issue 2, pp. 439 - 461
Journal Article
Biometrika, ISSN 0006-3444, 03/2018, Volume 105, Issue 1, pp. 225 - 232
Summary  Composite likelihood has been widely used in applications. The asymptotic distribution of the composite likelihood ratio statistic at the boundary of... 
Composite likelihood | Boundary problem | Nonstandard inference | Likelihood ratio test | STATISTICS | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | STATISTICS & PROBABILITY
Journal Article
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, ISSN 0162-1459, 12/2006, Volume 101, Issue 476, pp. 1502 - 1512
We propose a new likelihood-based approach in fitting spatial point process models. A composite likelihood is first formed by adding some pairwise composite... 
spatial point process | composite likelihood | STATISTICS & PROBABILITY | PSEUDOLIKELIHOOD | INFERENCE
Journal Article
Biometrika, ISSN 0006-3444, 6/2013, Volume 100, Issue 2, pp. 511 - 518
Genton et al. (2011) investigated the gain in efficiency when triplewise, rather than pairwise, likelihood is used to fit the popular Smith max-stable model... 
Miscellanea | Smith model | Composite likelihood | Max-stable process | Pairwise likelihood | Brown-Resnick process | Triplewise likelihood | EXTREMES | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | STATISTICS & PROBABILITY | MAX-STABLE PROCESSES
Journal Article
Statistics in Medicine, ISSN 0277-6715, 09/2019, Volume 38, Issue 21, pp. 4066 - 4082
When several types of recurrent events may arise, interest often lies in marginal modeling and studying the nature of the dependence structure. In this paper,... 
frailty | multi‐type recurrent events | composite likelihood | EM algorithm | copula | multi-type recurrent events | MEDICINE, RESEARCH & EXPERIMENTAL | MAXIMUM-LIKELIHOOD | MEDICAL INFORMATICS | STATISTICS & PROBABILITY | INFERENCE | MALNUTRITION | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | MATHEMATICAL & COMPUTATIONAL BIOLOGY
Journal Article
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