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of 282
pro vyhledávání: '"Forbes, Catherine"'
Brute force cross-validation (CV) is a method for predictive assessment and model selection that is general and applicable to a wide range of Bayesian models. Naive or `brute force' CV approaches are often too computationally costly for interactive m
Externí odkaz:
http://arxiv.org/abs/2310.07002
Bayesian cross-validation (CV) is a popular method for predictive model assessment that is simple to implement and broadly applicable. A wide range of CV schemes is available for time series applications, including generic leave-one-out (LOO) and K-f
Externí odkaz:
http://arxiv.org/abs/2301.08276
Statistical hypotheses are translations of scientific hypotheses into statements about one or more distributions, often concerning their centre. Tests that assess statistical hypotheses of centre implicitly assume a specific centre, e.g., the mean or
Externí odkaz:
http://arxiv.org/abs/2202.12540
Autor:
Farley, Kathryn O., Forbes, Catherine A., Shaw, Nicole C., Kuzminski, Emma, Ward, Michelle, Baynam, Gareth, Lassmann, Timo, Fear, Vanessa S.
Publikováno v:
In Human Genetics and Genomics Advances 11 January 2024 5(1)
Akademický článek
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We investigate the impact of filter choice on forecast accuracy in state space models. The filters are used both to estimate the posterior distribution of the parameters, via a particle marginal Metropolis-Hastings (PMMH) algorithm, and to produce dr
Externí odkaz:
http://arxiv.org/abs/1908.07204
Variational Bayesian (VB) methods produce posterior inference in a time frame considerably smaller than traditional Markov Chain Monte Carlo approaches. Although the VB posterior is an approximation, it has been shown to produce good parameter estima
Externí odkaz:
http://arxiv.org/abs/1908.00225
Autor:
Rwandamuriye, Francois Xavier, Evans, Cameron W., Wylie, Ben, Norret, Marck, Vitali, Breana, Ho, Diwei, Nguyen, Dat, Roper, Ellise A., Wang, Tao, Hepburn, Matt S., Sanderson, Rowan W., Pfirrmann, Maren, Fear, Vanessa S., Forbes, Catherine A., Wyatt, Ken, Ryan, Anne L., Johns, Terrance G., Phillips, Marianne B., Hodder, Rupert, Leslie, Connull, Kennedy, Brendan F., Zemek, Rachael M., Iyer, Killugudi Swaminathan, Lesterhuis, Willem Joost
Publikováno v:
In Cell Reports Medicine 18 July 2023 4(7)
Autor:
Fear, Vanessa S.1,2,3 (AUTHOR) vanessa.fear@telethonkids.org.au, Forbes, Catherine A.1 (AUTHOR), Shaw, Nicole C.1 (AUTHOR), Farley, Kathryn O.1,4 (AUTHOR), Mantegna, Jessica L.1 (AUTHOR), Htun, Jasmin P.1 (AUTHOR), Syn, Genevieve4 (AUTHOR), Viola, Helena5 (AUTHOR), Cserne Szappanos, Henrietta5 (AUTHOR), Hool, Livia5,6 (AUTHOR), Ward, Michelle7 (AUTHOR), Baynam, Gareth7,8 (AUTHOR), Lassmann, Timo1,2,4 (AUTHOR)
Publikováno v:
Stem Cell Research & Therapy. 12/5/2023, Vol. 14 Issue 1, p1-14. 14p.
Akademický článek
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