Bayesian inference in statistical analysis

By G. Box, G. Tiao. 1973

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Citations in the corpus

A survey of data fusion in smart city applications (2019, methodology): “ a certain overall objective. For instance, a robot can fuse different decisions from the modules to perform an actuation (direction, events, or actions).General techniques include Bayesian inference [66], Dempster-Shafer Inference [67], and semantic approaches [68]. T4: Classiﬁcation Classiﬁcation”
Flow Prediction in Ungauged Catchments Using Probabilistic Random Forests Regionalization and New Statistical Adequacy Tests (2019, unknown): “…and inputs x, the posterior distribution of hydrological model parameters p θjzregθ ;H; x is given by Bayes equation (Bulygina et al., 2009; see Box & Tiao, 1973, for basic theory; Figure 1h). p θjzreg;H; xð Þ ¼ p z regjθ;H; xð Þ p θjH; xð Þ p zregjH; xð Þ ¼ p zregjzsimθ p θjH; xð Þ p…”
Simple Marginally Noninformative Prior Distributions for Covariance Matrices (2013, background): “From a statistical point of view, conditional conjugacy allows a prior distribution to be interpreted in terms of equivalent data (e.g. Box and Tiao 1973).”
Mixed-effects modeling with crossed random effects for subjects and items (2008, background): “As Box and Tiao (1992) emphasize, the logarithm of the variance is a more natural scale on which to assume symmetry.”
Bayesian analysis of climate change impacts in phenology (2004, methodology): “In particular, shifts in plant and animal phenology for the boreal and temperate zones of the northern hemisphere have been reported (Menzel & Estrella, 2001; Sparks & Menzel, 2002; Walther et al., 2002; Root et al., 2003).”
Theory & Methods: Spatially‐adaptive Penalties for Spline Fitting (2000, unknown): “See Lindley & Smith (1972) and Box & Tiao (1973) for a discussion of Bayesian linear models.”
Distributions for Modeling Location, Scale, and Shape (2019, methodology): “Alternatively approaches are the pseudo-likelihood (PL) method introduced by Carroll and Ruppert [1982] and Efron’s double exponential (EDE) family, Efron [1986].”
Probability matching priors (2004, methodology): “Datta (1996) investigated joint matching by considering an indirect extension of earlier work of Ghosh and Mukerjee (1993a), in which an importance ordering as used in reference priors (c.”