A survey of model evaluation approaches with a tutorial on hierarchical Bayesian methods
This article reviews current methods for evaluating models in the cognitive sciences,
including theoretically based approaches, such as Bayes factors and minimum description …
including theoretically based approaches, such as Bayes factors and minimum description …
Advances in the use of terminal restriction fragment length polymorphism (T-RFLP) analysis of 16S rRNA genes to characterize microbial communities
Terminal restriction fragment length polymorphism (T-RFLP) analysis is a popular high-
throughput fingerprinting technique used to monitor changes in the structure and …
throughput fingerprinting technique used to monitor changes in the structure and …
[HTML][HTML] Does playing violent video games cause aggression? A longitudinal intervention study
S Kühn, DT Kugler, K Schmalen… - Molecular …, 2019 - nature.com
It is a widespread concern that violent video games promote aggression, reduce pro-social
behaviour, increase impulsivity and interfere with cognition as well as mood in its players …
behaviour, increase impulsivity and interfere with cognition as well as mood in its players …
Improving the accuracy of demographic and molecular clock model comparison while accommodating phylogenetic uncertainty
Recent developments in marginal likelihood estimation for model selection in the field of
Bayesian phylogenetics and molecular evolution have emphasized the poor performance of …
Bayesian phylogenetics and molecular evolution have emphasized the poor performance of …
[PDF][PDF] Asymptotic equivalence of Bayes cross validation and widely applicable information criterion in singular learning theory.
S Watanabe, M Opper - Journal of machine learning research, 2010 - jmlr.org
In regular statistical models, the leave-one-out cross-validation is asymptotically equivalent
to the Akaike information criterion. However, since many learning machines are singular …
to the Akaike information criterion. However, since many learning machines are singular …
Morphometric, behavioral, and genomic evidence for a new orangutan species
Six extant species of non-human great apes are currently recognized: Sumatran and
Bornean orangutans, eastern and western gorillas, and chimpanzees and bonobos [1] …
Bornean orangutans, eastern and western gorillas, and chimpanzees and bonobos [1] …
[图书][B] Hidden Markov models for time series: an introduction using R
W Zucchini, IL MacDonald - 2009 - taylorfrancis.com
Reveals How HMMs Can Be Used as General-Purpose Time Series ModelsImplements all
methods in RHidden Markov Models for Time Series: An Introduction Using R applies …
methods in RHidden Markov Models for Time Series: An Introduction Using R applies …
Accurate model selection of relaxed molecular clocks in Bayesian phylogenetics
Recent implementations of path sampling (PS) and stepping-stone sampling (SS) have
been shown to outperform the harmonic mean estimator (HME) and a posterior simulation …
been shown to outperform the harmonic mean estimator (HME) and a posterior simulation …
A survey of Bayesian predictive methods for model assessment, selection and comparison
A Vehtari, J Ojanen - 2012 - projecteuclid.org
To date, several methods exist in the statistical literature for model assessment, which
purport themselves specifically as Bayesian predictive methods. The decision theoretic …
purport themselves specifically as Bayesian predictive methods. The decision theoretic …
Model-based clustering for social networks
MS Handcock, AE Raftery… - Journal of the Royal …, 2007 - academic.oup.com
Network models are widely used to represent relations between interacting units or actors.
Network data often exhibit transitivity, meaning that two actors that have ties to a third actor …
Network data often exhibit transitivity, meaning that two actors that have ties to a third actor …