Thema Wahrscheinlichkeitsrechnung und Statistik – alle Bücher, Seite 6

Yury A. Kutoyants
Hidden Markov Processes and Adaptive Filtering

1 Auxiliary Result.- 2 Small Noise in Both Equations.- 3 Small Noise in Observations.- 4 Hidden Ergodic O-U process.- 5 Hidden Telegraph Process.- 6 Hidden AR Process.- 7 Source Localization.

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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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Gunther Leobacher, Friedrich Pillichshammer
Introduction to Quasi-Monte Carlo Integration and Applications

Compact Textbooks in Mathematics

This textbook offers a comprehensive introduction to quasi-Monte Carlo methods and several of their applications. Throughout, the authors use modern concepts and notations to provide an overview of how th…

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Francesco Leofante, Matthew Wicker
Robust Explainable AI

The area of Explainable Artificial Intelligence (XAI) is concerned with providing methods and tools to improve the interpretability of black-box learning models. While several approaches exist to generate…

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Luca Leuzzi, Enzo Marinari, Giorgio Parisi
Probability Theory for Quantitative Scientists

Based on the long-running Probability Theory course at the Sapienza University of Rome, this book offers a fresh and in-depth approach to probability and statistics, while remaining intuitive and accessib…

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Steven D. Levitt, Stephen J. Dubner
Freakonomics Twentieth Anniversary Edition

The legendary bestseller that made millions look at the world in a radically different way returns in a beautiful 20th anniversary edition featuring a new forewordWhich is more dangerous: a gun or a swimm…

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Kiko Llaneras
Think Clearly

'Kiko Llaneras is one of the most consistently interesting data journalists to have emerged in the last decade' John Burn-Murdoch, Chief data reporter, Financial TimesIt's almost impossible to feel confid…

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Angelica Lo Duca
Become a Great Data Storyteller

IMBUE YOUR DATA WITH COMPELLING NARRATIVES THAT LEAD TO ACTIONIn Become a Great Data Storyteller: Learn How You Can Drive Change with Data, author Angelica Lo Duca unveils the art of transforming raw data…

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Pawe¿ Lorek, Tomasz Rolski
Lectures on Monte Carlo Theory

Chapter 1. Introduction.- Chapter 2. The theory of generators.- Chapter 3. Generating random variables.- Chapter 4. Simulation Output Analysis: Independent Replications.- Chapter 5. Variance Reduction Tec…

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Albert C. J. Luo
Two-dimensional Product-cubic Systems, Vol.II

This book, the sixth of 15 related monographs, discusses singularity and networks of equilibriums and 1-diemsnional flows in product quadratic and cubic systems. The author explains how, in the networks, …

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John H. Maindonald, W. John Braun, Jeffrey L. Andrews
A Practical Guide to Data Analysis Using R

Using diverse real-world examples, this text examines what models used for data analysis mean in a specific research context. What assumptions underlie analyses, and how can you check them? Building on th…

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Sarit Maitra
A Practical Guide to Static and Dynamic Econometric Modelling

This book provides a comprehensive guide to econometric modeling, combining theory with practical implementation using Python. It covers key econometric concepts, from data collection and model specificat…

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Sarit Maitra
Non-Linearity in Econometric Modeling, Vol. 1

Dynamic Modeling and Econometrics in Economics and Finance - Band 33

Nonlinear models are indispensable in modern finance, yet their reliance on numerical root-finding methods introduces layers of complexity that demand careful attention. This textbook offers a comprehensi…

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Reiner Marchthaler, Sebastian Dingler
Kalman-Filter

Einführendes Beispiel.- Zustandsraumbeschreibung.- Wahrscheinlichkeitstheorie.- Signaltheorie.- Klassisches Kalman-Filter.- Adaptiver Kalman-Filter (ROSE-Filter).- Nichtlineare Kalman Filter.- Systemrausc…

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Wolfgang Matschke, Marc Möllers, Eberhard Endres
STARK Mathematik VERA 8 - Prüfungsvorbereitung

Zentrale Tests und Prüfungen

Mathematik 8. Klasse - VERA 8 - PrüfungsvorbereitungDas passende Buch zur gezielten Vorbereitung auf die VERA-8-Prüfung (bundesweit zentral gestellte Vergleichsarbeiten der 8. Klasse) im Fach Mathematik f…

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Matteo Mazziotta, Adriano Pareto
Statistics for Composite Indicators

This book provides a systematic and integrated approach to construct measures of complex and multidimensional concepts called composite indicators. One of the most pressing needs of scientists and policy …

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Carlos Mejía-Monasterio, Lamberto Rondoni
Nonequilibrium Statistical Mechanics I

Introduction.- 2. Hydrodynamics and nonequilibrium thermodynamics.- 3. The Brownian motion and its legacy.- 4. Energy equipartition, virial theorem and Boyle's law.- 5. Probabilities in phase space.- 6. L…

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Sean Meyn
Control Systems and Reinforcement Learning

"A high school student can create deep Q-learning code to control her robot, without any understanding of the meaning of "deep" or "Q", or why the code sometimes fails. This book …

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Umberto Michelucci
Statistics for Scientists

This book offers researchers and practitioners a concise and accessible guide to the essential concepts in statistics, emphasizing their proper application. It encourages readers to delve deeper into the …

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Valérie Mignon
Principles of Econometrics

This textbook teaches the basics of econometrics and focuses on the acquisition of methods and skills that are essential for any student to succeed in their studies, as well as for any practitioner intere…

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