![Analysis of Data from Randomized Controlled Trials]( "Analysis of Data from Randomized Controlled Trials")
Textbook
Twisk, J. W. (2021)
This book provides a practical guide to the analysis of data from randomized controlled trials (RCT). It gives an answer to the question of how to estimate the intervention effect …
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![Statistical Foundations, Reasoning and Inference]( "Statistical Foundations, Reasoning and Inference")
Textbook
Kauermann, G., Küchenhoff, H., Heumann, C. (2021)
This textbook provides a comprehensive introduction to statistical principles, concepts and methods that are essential in modern statistics and data science. The topics covered …
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Hardcover
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![Testing Statistical Hypotheses]( "Testing Statistical Hypotheses")
Textbook
Lehmann, E., Romano, J. P. (2021)
Testing Statistical Hypotheses, 4th Edition updates and expands upon the classic graduate text, now a two-volume work. The first volume covers finite-sample theory, while the …
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Hardcover
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![Multivariate Statistical Methods]( "Multivariate Statistical Methods")
Book
Terdik, G. (2021)
This book presents a general method for deriving higher-order statistics of multivariate distributions with simple algorithms that allow for actual calculations. Multivariate …
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![Bayesian Inference of State Space Models]( "Bayesian Inference of State Space Models")
Textbook
Triantafyllopoulos, K. (2021)
Bayesian Inference of State Space Models: Kalman Filtering and Beyond offers a comprehensive introduction to Bayesian estimation and forecasting for state space models. The …
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Hardcover
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![Geostatistics for Compositional Data with R]( "Geostatistics for Compositional Data with R")
Book
Tolosana-Delgado, R., Mueller, U. (2021)
This book provides a guided approach to the geostatistical modelling of compositional spatial data. These data are data in proportions, percentages or concentrations distributed …
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Hardcover
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![Big Data Analytics in Cognitive Social Media and Literary Texts]( "Big Data Analytics in Cognitive Social Media and Literary Texts")
Book
Sharma, S. (Ed), Rahaman, V. (Ed), Sinha, G. (Ed) (2021)
This book provides a comprehensive overview of the theory and praxis of big data analytics and how these are used to extract cognition-related information from social media and …
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![Random Walk, Brownian Motion, and Martingales]( "Random Walk, Brownian Motion, and Martingales")
Textbook
Bhattacharya, R., Waymire, E. C. (2021)
This textbook offers an approachable introduction to stochastic processes that explores the four pillars of random walk, branching processes, Brownian motion, and martingales. …
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Hardcover
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![Multivariate Exponential Families: A Concise Guide to Statistical Inference]( "Multivariate Exponential Families: A Concise Guide to Statistical Inference")
Book
Bedbur, S., Kamps, U. (2021)
This book provides a concise introduction to exponential families. Parametric families of probability distributions and their properties are extensively studied in the literature …
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Softcover
eBook
![The Elements of Hawkes Processes]( "The Elements of Hawkes Processes")
Book
Laub, P. J., Lee, Y., Taimre, T. (2021)
Hawkes processes are studied and used in a wide range of disciplines: mathematics, social sciences, and earthquake modelling, to name a few. This book presents a selective …
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Hardcover
eBook
![The Signed Distance Measure in Fuzzy Statistical Analysis]( "The Signed Distance Measure in Fuzzy Statistical Analysis")
Book
Berkachy, R. (2021)
The main focus of this book is on presenting advances in fuzzy statistics, and on proposing a methodology for testing hypotheses in the fuzzy environment based on the estimation …
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Hardcover
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![Bayesian Optimization with Application to Computer Experiments]( "Bayesian Optimization with Application to Computer Experiments")
Book
Pourmohamad, T., K. H. Lee, H. (2021)
This book introduces readers to Bayesian optimization, highlighting advances in the field and showcasing its successful applications to computer experiments. R code is available …
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Softcover
eBook
![Regression]( "Regression")
Textbook
Fahrmeir, L., Kneib, T., Lang, S., Marx, B. D. (2021)
Now in its second edition, this textbook provides an applied and unified introduction to parametric, nonparametric and semiparametric regression that closes the gap between theory …
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![Permutation Statistical Methods with R]( "Permutation Statistical Methods with R")
Textbook
Berry, K. J., Kvamme, K. L., Johnston, J. E., Mielke, Jr., P. W. (2021)
This book takes a unique approach to explaining permutation statistics by integrating permutation statistical methods with a wide range of classical statistical methods and …
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![Concepts and Real-Time Applications of Deep Learning]( "Concepts and Real-Time Applications of Deep Learning")
Book
Srivastava, S. (Ed), Khari, M. (Ed), Gonzalez Crespo, R. (Ed), Chaudhary, G. (Ed), Arora, P. (Ed) (2021)
This book provides readers with a comprehensive and recent exposition in deep learning and its multidisciplinary applications, with a concentration on advances of deep learning …
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Hardcover
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![Multivariate, Multilinear and Mixed Linear Models]( "Multivariate, Multilinear and Mixed Linear Models")
Book
Filipiak, K. (Ed), Markiewicz, A. (Ed), von Rosen, D. (Ed) (2021)
This book presents the latest findings on statistical inference in multivariate, multilinear and mixed linear models, providing a holistic presentation of the subject. It contains …
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![Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R]( "Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R")
Textbook
Hair Jr., J. F., Hult, T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., Ray, S. (2021)
Partial least squares structural equation modeling (PLS-SEM) has become a standard approach for analyzing complex inter-relationships between observed and latent variables. …
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![Fundamentals of High-Dimensional Statistics]( "Fundamentals of High-Dimensional Statistics")
Textbook
Lederer, J. (2021)
This textbook provides a step-by-step introduction to the tools and principles of high-dimensional statistics. Each chapter is complemented by numerous exercises, many of them …
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Hardcover
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![Triple Double]( "Triple Double")
Book
Randrianasolo, A. A. (2021)
This book provides empirical evidence and statistical analyses to uncover answers to some of the most debated questions in the NBA. The sports world lives and breathes off of …
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Softcover
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![Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference]( "Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference")
Book
Gao, Z., Stoev, S. (2021)
This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. It specifically considers the canonical problems of detection and …
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Softcover
eBook