![Stability of Markov Chain Monte Carlo Methods]( "Stability of Markov Chain Monte Carlo Methods")
Book
Kamatani, K. (2019)
This book presents modern techniques for the analysis of Markov chain Monte Carlo (MCMC) methods. A central focus is the study of the number of iteration of MCMC and the relation …
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Softcover
eBook
![Statistical Methods for Imbalanced Data in Ecology and Biology]( "Statistical Methods for Imbalanced Data in Ecology and Biology")
Book
Komori, O., Eguchi, S. (2019)
This book presents a fresh, new approach in that it provides a comprehensive recent review of challenging problems caused by imbalanced data in prediction and classification, and …
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Softcover
eBook
![Consistency of an Information Criterion for High-Dimensional Multivariate Regression]( "Consistency of an Information Criterion for High-Dimensional Multivariate Regression")
Book
Yanagihara, H. (2019)
This is the first book on an evaluation of (weak) consistency of an information criterion for variable selection in high-dimensional multivariate linear regression models by using …
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Softcover
eBook
![Theoretical and Applied Statistics]( "Theoretical and Applied Statistics")
Book
Crocetta, C. (Ed) (2019)
This book is devoted to Corrado Gini, father of the Italian statistical school. It celebrates the 50th anniversary of his death by bearing witness to the continuing extraordinary …
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Hardcover
eBook
![Principal Component and Correspondence Analyses Using R]( "Principal Component and Correspondence Analyses Using R")
Book
Abdi, H., Beaton, D. (2019)
With the right R packages, R is uniquely suited to perform Principal Component Analysis (PCA), Correspondence Analysis (CA), Multiple Correspondence Analysis (MCA), and metric …
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Softcover
eBook
![Personality Traits and Drug Consumption]( "Personality Traits and Drug Consumption")
Book
Fehrman, E., Egan, V., Gorban, A. N., Levesley, J., Mirkes, E. M., Muhammad, A. K. (2019)
This book discusses the psychological traits associated with drug consumption through the statistical analysis of a new database with information on 1885 respondents and use of 18 …
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Hardcover
eBook
![Instruments for Health Surveys in Children and Adolescents]( "Instruments for Health Surveys in Children and Adolescents")
Book
Bammann, K. (Ed), Lissner, L. (Ed), Pigeot, I. (Ed), Ahrens, W. (Ed) (2019)
This book describes key methods and instruments for assessing diet-related factors, physical activity, social and environmental factors, physical characteristics and …
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Hardcover
eBook
![Studies in Neural Data Science]( "Studies in Neural Data Science")
Book
Canale, A. (Ed), Durante, D. (Ed), Paci, L. (Ed), Scarpa, B. (Ed) (2018)
This volume presents a collection of peer-reviewed contributions arising from StartUp Research: a stimulating research experience in which twenty-eight early-career researchers …
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Hardcover
eBook
![Bayesian Claims Reserving Methods in Non-life Insurance with Stan]( "Bayesian Claims Reserving Methods in Non-life Insurance with Stan")
Book
Gao, G. (2018)
This book first provides a review of various aspects of Bayesian statistics. It then investigates three types of claims reserving models in the Bayesian framework: chain ladder …
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Hardcover
eBook
![New Frontiers of Biostatistics and Bioinformatics]( "New Frontiers of Biostatistics and Bioinformatics")
Book
Zhao, Y. (Ed), Chen, D. (Ed) (2018)
This book is comprised of presentations delivered at the 5th Workshop on Biostatistics and Bioinformatics held in Atlanta on May 5-7, 2017. Featuring twenty-two selected papers …
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eBook
Hardcover
![Quantitative Methods in Environmental and Climate Research]( "Quantitative Methods in Environmental and Climate Research")
Book
Cameletti, M. (Ed), Finazzi, F. (Ed) (2018)
This books presents some of the most recent and advanced statistical methods used to analyse environmental and climate data, and addresses the spatial and spatio-temporal …
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Hardcover
eBook
![Model Averaging]( "Model Averaging")
Book
Fletcher, D. (2018)
This book provides a concise and accessible overview of model averaging, with a focus on applications. Model averaging is a common means of allowing for model uncertainty when …
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Softcover
eBook
![Nonparametric Statistics]( "Nonparametric Statistics")
Book
Bertail, P. (Ed), Cornillon, P. (Ed), Matzner-Lober, E. (Ed), Blanke, D. (Ed) (2018)
This volume presents the latest advances and trends in nonparametric statistics, and gathers selected and peer-reviewed contributions from the 3rd Conference of the International …
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Hardcover
eBook
![Digital Humanities and Film Studies]( "Digital Humanities and Film Studies")
Book
Heftberger, A. (2018)
This book highlights the quantitative methods of data mining and information visualization and explores their use in relation to the films and writings of the Russian director, …
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Hardcover
eBook
![Rank- and Pseudo-Rank Procedures for Independent Observations in Factorial Designs]( "Rank- and Pseudo-Rank Procedures for Independent Observations in Factorial Designs")
Book
Brunner, E., Bathke, A. C., Konietschke, F. (2018)
This book explains how to analyze independent data from factorial designs without having to make restrictive assumptions, such as normality of the data, or equal variances. The …
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Hardcover
eBook
![Empirical Likelihood and Quantile Methods for Time Series]( "Empirical Likelihood and Quantile Methods for Time Series")
Book
Liu, Y., Akashi, F., Taniguchi, M. (2018)
This book integrates the fundamentals of asymptotic theory of statistical inference for time series under nonstandard settings, e.g., infinite variance processes, not only from …
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eBook
Softcover
![Semiparametric Regression with R]( "Semiparametric Regression with R")
Book
Harezlak, J., Ruppert, D., Wand, M. P. (2018)
This easy-to-follow applied book on semiparametric regression methods using R is intended to close the gap between the available methodology and its use in practice. …
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Softcover
eBook
![Longitudinal Data Analysis]( "Longitudinal Data Analysis")
Book
Funatogawa, I., Funatogawa, T. (2018)
This book provides a new analytical approach for dynamic data repeatedly measured from multiple subjects over time. Random effects account for differences across subjects. …
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Softcover
eBook
![Advanced Statistics for the Behavioral Sciences]( "Advanced Statistics for the Behavioral Sciences")
Textbook
Brown, J. D. (2018)
This book demonstrates the importance of computer-generated statistical analyses in behavioral science research, particularly those using the R software environment. Statistical …
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Hardcover
eBook
![Elements of Copula Modeling with R]( "Elements of Copula Modeling with R")
Book
Hofert, M., Kojadinovic, I., Mächler, M., Yan, J. (2018)
This book introduces the main theoretical findings related to copulas and shows how statistical modeling of multivariate continuous distributions using copulas can be carried out …
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Softcover
eBook