![Stability of Markov Chain Monte Carlo Methods]( "Stability of Markov Chain Monte Carlo Methods")
Book
Kamatani, K. (2020)
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
![Model Selection and Error Estimation in a Nutshell]( "Model Selection and Error Estimation in a Nutshell")
Book
Oneto, L. (2020)
How can we select the best performing data-driven model? How can we rigorously estimate its generalization error? Statistical learning theory answers these questions by deriving …
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Hardcover
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
![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
![Euclidean Design Theory]( "Euclidean Design Theory")
Book
Sawa, M., Hirao, M., Kageyama, S. (2019)
This book is the modern first treatment of experimental designs, providing a comprehensive introduction to the interrelationship between the theory of optimal designs and the …
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Softcover
eBook
![Applications of Regression Techniques]( "Applications of Regression Techniques")
Textbook
Pal, M., Bharati, P. (2019)
This book discusses the need to carefully and prudently apply various regression techniques in order to obtain the full benefits. It also describes some of the techniques …
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Hardcover
eBook
![Targeting Uplift]( "Targeting Uplift")
Book
Michel, R., Schnakenburg, I., von Martens, T. (2019)
This book explores all relevant aspects of net scoring, also known as uplift modeling: a data mining approach used to analyze and predict the effects of a given treatment on a …
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Hardcover
eBook
![A Primer of Permutation Statistical Methods]( "A Primer of Permutation Statistical Methods")
Textbook
Berry, K. J., Johnston, J. E., Mielke, Jr., P. W. (2019)
The primary purpose of this textbook is to introduce the reader to a wide variety of elementary permutation statistical methods. Permutation methods are optimal for small data …
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Hardcover
eBook
![Matrices, Statistics and Big Data]( "Matrices, Statistics and Big Data")
Book
Ahmed, S. E. (Ed), Carvalho, F. (Ed), Puntanen, S. (Ed) (2019)
This volume features selected, refereed papers on various aspects of statistics, matrix theory and its applications to statistics, as well as related numerical linear algebra …
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Hardcover
eBook
![Statistical Methods for Imbalanced Data in Ecological and Biological Studies]( "Statistical Methods for Imbalanced Data in Ecological and Biological Studies")
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
![A Graduate Course on Statistical Inference]( "A Graduate Course on Statistical Inference")
Textbook
Li, B., Babu, G. J. (2019)
This textbook offers an accessible and comprehensive overview of statistical estimation and inference that reflects current trends in statistical research. It draws from three …
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Hardcover
eBook
![New Statistical Developments in Data Science]( "New Statistical Developments in Data Science")
Book
Petrucci, A. (Ed), Racioppi, F. (Ed), Verde, R. (Ed) (2019)
This volume collects the extended versions of papers presented at the SIS Conference “Statistics and Data Science: new challenges, new generations”, held in Florence, Italy on …
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Hardcover
eBook
![Efficacy Analysis in Clinical Trials an Update]( "Efficacy Analysis in Clinical Trials an Update")
Textbook
Cleophas, T. J., Zwinderman, A. H. (2019)
Machine learning and big data is hot. It is, however, virtually unused in clinical trials. This is so, because randomization is applied to even out multiple variables Modern …
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Hardcover
eBook
![Business Statistics for Competitive Advantage with Excel 2019 and JMP]( "Business Statistics for Competitive Advantage with Excel 2019 and JMP")
Textbook
Fraser, C. (2019)
The revised Fifth Edition of this popular textbook is redesigned with Excel 2019 and the new inclusion of interactive, user-friendly JMP to encourage business students to develop …
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Softcover
eBook
![Swiss National Forest Inventory – Methods and Models of the Fourth Assessment]( "Swiss National Forest Inventory – Methods and Models of the Fourth Assessment")
Book
Fischer, C. (Ed), Traub, B. (Ed) (2019)
The Swiss National Forest Inventory (NFI) is a forest survey on national level which started in 1982 and has already reached its 5th survey cycle (NFI5). It can be characterized …
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Hardcover
eBook
![A First Course in Statistics for Signal Analysis]( "A First Course in Statistics for Signal Analysis")
Textbook
Woyczyński, W. A. (2019)
This essentially self-contained, deliberately compact, and user-friendly textbook is designed for a first, one-semester course in statistical signal analysis for a broad audience …
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Hardcover
eBook
![Statistical Quality Technologies]( "Statistical Quality Technologies")
Book
Lio, Y. (Ed), Ng, H. K. T. (Ed), Tsai, T. (Ed), Chen, D. (Ed) (2019)
This book explores different statistical quality technologies including recent advances and applications. Statistical process control, acceptance sample plans and reliability …
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Hardcover
eBook
![Statistics and Research Methods in Psychology with Excel]( "Statistics and Research Methods in Psychology with Excel")
Textbook
Verma, J. (2019)
This book, specifically developed for students of psychology, covers a wide range of topics in statistics and research designs taught in psychology, in particular, and other …
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Hardcover
eBook
![Contemporary Biostatistics with Biopharmaceutical Applications]( "Contemporary Biostatistics with Biopharmaceutical Applications")
Book
Zhang, L. (Ed), Chen, D. (Ed), Jiang, H. (Ed), Li, G. (Ed), Quan, H. (Ed) (2019)
This edited volume presents current research in biostatistics with emphasis on biopharmaceutical applications. Featuring contributions presented at the 2017 ICSA Applied …
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Hardcover
eBook
![Empirical Investigations of Social Space]( "Empirical Investigations of Social Space")
Book
Blasius, J. (Ed), Lebaron, F. (Ed), Le Roux, B. (Ed), Schmitz, A. (Ed) (2019)
This book provides an in-depth view on Bourdieu’s empirical work, thereby specially focusing on the construction of the social space and including the concept of the habitus. …
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Hardcover
eBook