Statistical Learning – alle Bücher

Daniel Sorensen
Statistical Learning in Genetics

Overview.- Part I: Fitting Likelihood and Bayesian Models.- 2. Likelihood.- 3. Computing the Likelihood.- 4. Bayesian Methods.- 5. McMC in Practice.- Part II: Prediction.- 6. Fundamentals of Prediction.- …

lieferbar innerhalb 2-3 Wochen

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Johannes Lederer
A First Course in Statistical Learning

This textbook introduces the fundamental concepts and methods of statistical learning. It uses Python and provides a unique approach by blending theory, data examples, software code, and exercises from be…

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Statistical Learning, Sustainability and Impact Evaluation

Springer Proceedings in Mathematics & Statistics - Band 523

This book contains a selection of the contributions presented at the conference of the Italian Statistical Society - SIS 2023 held in Ancona, 21-23 June 2023 with specific focus on "Statistical Learn…

lieferbar ab 6.2.2026.

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Practical Statistical Learning and Data Science Methods

This contributed volume offers practical implementation strategies for statistical learning and data science techniques, with fully peer-reviewed papers that embody insights and experiences gathered withi…

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Anestis Antoniadis, Jairo Cugliari, Matteo Fasiolo, Yannig Goude
Statistical Learning Tools for Electricity Load Forecasting

This monograph explores a set of statistical and machine learning tools that can be effectively utilized for applied data analysis in the context of electricity load forecasting. Drawing on their substant…

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Statistical Models and Learning Methods for Complex Data

This book on statistical models and learning methods for complex data comprises a selection of peer-reviewed post-conference papers presented at the 14th Scientific Meeting of the Classification and Data …

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Danielle Navarro, David Foxcroft
Learning Statistics with Jamovi

Based on Danielle Navarro's widely acclaimed and prize-winning book Learning Statistics with R, this elegantly designed textbook offers undergraduate students a thorough and accessible introduction to jam…

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Danielle Navarro, David Foxcroft
Learning Statistics with Jamovi

Based on Danielle Navarro's widely acclaimed and prize-winning book Learning Statistics with R, this elegantly designed textbook offers undergraduate students a thorough and accessible introduction to jam…

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Foundations and Advances of Machine Learning in Official Statistics

Society, Environment and Statistics

This Open access book gives an overview of current research and developments on the incorporation of machine learning in official statistics. It covers methodological questions, practical aspects and cros…

lieferbar ab 21.1.2026.

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Charu C. Aggarwal
Probability and Statistics for Machine Learning

This book covers probability and statistics from the machine learning perspective. The chapters of this book belong to three categories:*The basics of probability and statistics:*These chapters focus on t…

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Andreas Tilevik
Multivariate Statistics and Machine Learning in R For Beginners

This book is more than just a book -- it is a full course designed as an interactive guide for beginners in multivariate analysis. Combining theoretical videos with practical examples in R, it offers read…

lieferbar ab 10.1.2026.

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Fedor
Cleaning Up Your Act: Statistical Methods for Detecting Outliers in Regression

"Cleaning Up Your Act: Statistical Methods for Detecting Outliers in Regression" dives into the world of data analysis, specifically focusing on a crucial step: identifying outliers in regressio…

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Haipeng Gao, Ari Joury, Weining Shen, Guanyu Hu
Soccer Analytics with Machine Learning

Struggling to grasp machine learning concepts or unsure how to apply them in the real world? This book aims to change that by using the world's most popular game--soccer--to illuminate key concepts in pre…

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Nicholas Lennings
Statistics in the Law of Evidence

This book evaluates the role played by statistical evidence in litigation. Despite the increasing prevalence of statistical evidence in modern litigation, how such evidence should be admitted and used by …

lieferbar ab 21.5.2026.

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Handbook of U.S. Labor Statistics 2025

The Handbook of U.S. Labor Statistic s is recognized as an authoritative resource on the U.S. labor force. It continues and enhances the Bureau of Labor Statistics's (BLS) discontinued publication, Labor …

lieferbar innerhalb 1-2 Wochen

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David Spiegelhalter
The Art of Statistics

A guide to the power and potential of statistical science in relation to the age of big data, determining for instance the luckiest passenger on the Titanic, and whether screening for ovarian cancer is be…

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Katarzyna Kopczewska
Modelling Spatial Density

Bridging the worlds of spatial statistics, spatial econometrics, and spatial machine learning, Kopczewska introduces a range of established and novel techniques in spatial density modelling, made accessib…

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Gordana Jovanovic Dolecek
MATLAB Random Signals and Processes Primer

This book offers a clear and intuitive approach to the world of random signals and processes, relating them with fundamental statistics and machine learning techniques---all through the lens of MATLAB. It…

lieferbar ab 3.6.2026.

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François Chollet, Tomasz Kalinowski
Deep Learning with R, Third Edition

Deep learning from the ground up using R and the powerful Keras library!Deep Learning with R, Third Edition introduces deep learning from scratch with examples that use the R language and the Keras librar…

lieferbar ab 24.3.2026.

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Music and Sound Generation in the AI Era

.- Artificial Intelligence, cognitive science and skill science for sound and music..- Emergence of Creativity and Individuality in Music: Insights from Brain?s Statistical Learning and its Embodied Mecha…

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