Independent Random Sampling Methods by Luca Martino David Luengo & Joaquín Míguez

Author:Luca Martino, David Luengo & Joaquín Míguez
Language: eng
Format: epub
Publisher: Springer International Publishing, Cham

is log- concave (i.e., ). In the literature, pdfs of this class are usually called log-log-concave densities [17], but this name does not clarify that the first logarithm function is applied to the r.v. X ∼ p o (x), not directly to the target pdf p o (x).

Example 4.3

The Indian buffet process (IBP) is a well-known stochastic process often used in Bayesian nonparametric methodologies [12]. The so-called stick-breaking construction of IBP [34] demands the ability to draw samples from univariate pdfs of the form

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