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 16.1.2026.

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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…

lieferbar innerhalb 2-3 Wochen

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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 Modeling and Simulation for Experimental Design and Machine Learning Applications

This volume presents a selection of articles on statistical modeling and simulation, with a focus on different aspects of statistical estimation and testing problems, the design of experiments, reliabilit…

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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…

lieferbar innerhalb 2-3 Wochen

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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…

lieferbar innerhalb 2-3 Wochen

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Foundations and Advances of Machine Learning in Official 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 4.2.2026.

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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…

lieferbar innerhalb 2-3 Wochen

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Y Chen
Financial Data Analytics with Machine Learning, Op timization and Statistics

PRAISE FOR FINANCIAL DATA ANALYTICS"Really interesting, and an impressive masterpiece! Financial Data Analytics contains a rich amount of material, with original research findings in almost every cha…

lieferbar innerhalb 2-3 Wochen

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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 8.11.2025.

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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…

lieferbar innerhalb 2-3 Wochen

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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 …

Erscheint bald

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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 ab 13.11.2025.

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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…

sofort lieferbar

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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…

lieferbar ab 18.11.2025.

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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 25.11.2025.

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Yury Polyanskiy, Yihong Wu
Information Theory

This enthusiastic introduction to the fundamentals of information theory builds from classical Shannon theory through to modern applications in statistical learning, equipping students with a uniquely wel…

sofort lieferbar

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Blockchain Analytics for Practitioners

This book offers a comprehensive guide to blockchain analytics, from foundational concepts to advanced applications, crafted for professionals, academics, policymakers, and students. It begins with an int…

lieferbar ab 31.12.2025.

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