Literature DB >> 22023675

The bootstrap and Markov-chain Monte Carlo.

Bradley Efron1.   

Abstract

This note concerns the use of parametric bootstrap sampling to carry out Bayesian inference calculations. This is only possible in a subset of those problems amenable to Markov-Chain Monte Carlo (MCMC) analysis, but when feasible the bootstrap approach offers both computational and theoretical advantages. The discussion here is in terms of a simple example, with no attempt at a general analysis.

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Year:  2011        PMID： 22023675      PMCID： PMC3203753          DOI： 10.1080/10543406.2011.607736

Source DB:  PubMed          Journal:  J Biopharm Stat        ISSN： 1054-3406            Impact factor:   1.051


  12 in total

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3.  Interpreting Interaction Effects in Generalized Linear Models of Nonlinear Probabilities and Counts.

Authors:  Connor J McCabe; Max A Halvorson; Kevin M King; Xiaolin Cao; Dale S Kim
Journal:  Multivariate Behav Res       Date:  2021-02-01       Impact factor: 3.085

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Authors:  L Tao; E C F Wilson; N J Wareham; A Sandbaek; G E H M Rutten; T Lauritzen; K Khunti; M J Davies; K Borch-Johnsen; S J Griffin; R K Simmons
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Review 5.  Is the efficacy of antidepressants in panic disorder mediated by adverse events? A mediational analysis.

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6.  Classification of common human diseases derived from shared genetic and environmental determinants.

Authors:  Kanix Wang; Hallie Gaitsch; Hoifung Poon; Nancy J Cox; Andrey Rzhetsky
Journal:  Nat Genet       Date:  2017-08-07       Impact factor: 38.330

7.  Association between response to albendazole treatment and β-tubulin genotype frequencies in soil-transmitted helminths.

Authors:  Aïssatou Diawara; Carli M Halpenny; Thomas S Churcher; Charles Mwandawiro; Jimmy Kihara; Ray M Kaplan; Thomas G Streit; Youssef Idaghdour; Marilyn E Scott; Maria-Gloria Basáñez; Roger K Prichard
Journal:  PLoS Negl Trop Dis       Date:  2013-05-30

8.  Praziquantel, mefloquine-praziquantel, and mefloquine-artesunate-praziquantel against Schistosoma haematobium: a randomized, exploratory, open-label trial.

Authors:  Jennifer Keiser; Kigbafori D Silué; Lukas K Adiossan; Nicaise A N'Guessan; N'Chou Monsan; Jürg Utzinger; Eliézer K N'Goran
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9.  The influence of cross-sectoral treatment models on patients with mental disorders in Germany: study protocol of a nationwide long-term evaluation study (EVA64).

Authors:  Anne Neumann; Enno Swart; Dennis Häckl; Roman Kliemt; Stefanie March; Denise Küster; Katrin Arnold; Thomas Petzold; Fabian Baum; Martin Seifert; Jessika Weiß; Andrea Pfennig; Jochen Schmitt
Journal:  BMC Psychiatry       Date:  2018-05-18       Impact factor: 3.630

10.  Diagnostic comparison between FECPAKG2 and the Kato-Katz method for analyzing soil-transmitted helminth eggs in stool.

Authors:  Wendelin Moser; Oliver Bärenbold; Greg J Mirams; Piet Cools; Johnny Vlaminck; Said M Ali; Shaali M Ame; Jan Hattendorf; Penelope Vounatsou; Bruno Levecke; Jennifer Keiser
Journal:  PLoS Negl Trop Dis       Date:  2018-06-04
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