Statistical Inference under the Multispecies Coalescent: Methods and TheoryGenetics.Statistics.The rising availability of genome-scale data for a large number of species has allowed for more in-depth studies of the genetics between species using increasingly sophisticated methods. The accumulation of pair...
Probability Theory and Statistical Inference: Econometric Modeling with Observational Data. Cambridge University Press, Cambridge, 1999.A. Spanos . 1999. "Probability theory and statistical inference: Econometric modeling with observational data", .
Doubt over the trustworthiness of published empirical results is not unwarranted and is often a result of statistical mis-specification: invalid probabilistic assumptions imposed on data. Now in its second edition, this bestselling textbook offers a comprehensive course in empirical research methods, teac...
The following topics are covered: distribution theory, principles of statistical inference, linear models, categorical data analysis, Bayesian approach, nonparametric methods. Extensive tables complete the text. Problems, exercises and their solutions are given at the end of each chapter which makes the...
and define the likelihood ratio statistic Tn=2log(L1L0) where the notation indicates dependence on the the sample size n. Suppose the model satisfies the same regularity conditions as are needed for the asymptotic properties of the MLE— in particular, we require that L(θ) be at least...
Given two decision rules d and d′, we say d strictly dominates d′ if R(θ,d)≤R(θ,d′) for all values of θ, and R(θ,d)<R(θ,d′) for at least one θ. Any decision rule which is strictly dominated by another decision rule is said to be inadmissible. If a decision rul...
Peter Bühlmannis Professor of Statistics at ETH Zürich. His main research areas are high-dimensional statistical inference, machine learning, graphical modeling, nonparametric methods, and statistical modeling in the life sciences. He is currently editor of the Annals of Statistics. He was awarded a...
methods are typically developed that do not consider the provenance of the underlying data and (ii) that network science methods are misused and/or used out of context. These issues arise because, on the one hand, methods are often developed and tested with little consideration for inherent ...
《Communications In Statistics-theory And Methods》是一本专注于STATISTICS & PROBABILITY领域的English学术期刊,创刊于1976年,由Taylor and Francis Ltd.出版商出版,出版周期Semimonthly。该刊发文范围涵盖STATISTICS & PROBABILITY等领域,旨在及时、准确、全面地报道国内外STATISTICS & PROBABILITY工作者在该领域的科学研究等...
doi:10.1007/978-4-431-55978-8_7Shun-ichiAmariPrakasa Rao, B.L.S.: Asymptotic Theory of Statistical Inference, Wiley, New York, 1987.Prakasa Rao, B.L.S. (1987) Asymptotic Theory of Statistical Inference, Wiley, New York.