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An Introduction to Bayesian Inference, Methods and Computation

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An Introduction to Bayesian Inference, Methods and Computation

An Introduction to Bayesian Inference, Methods and Computation by Nick Heard
English | PDF,EPUB | 2021 | 176 Pages | ISBN : 3030828077 | 38.2 MB

These lecture notes provide a rapid, accessible introduction to Bayesian statistical methods. The course covers the fundamental philosophy and principles of Bayesian inference, including the reasoning behind the prior/likelihood model construction synonymous with Bayesian methods, through to advanced topics such as nonparametrics, Gaussian processes and latent factor models. These advanced modelling techniques can easily be applied using computer code samples written in Python and Stan which are integrated into the main text. Importantly, the reader will learn methods for assessing model fit, and to choose between rival modelling approaches.

Machine Learning and Knowledge Discovery in Databases. Research Track

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Machine Learning and Knowledge Discovery in Databases. Research Track

Machine Learning and Knowledge Discovery in Databases. Research Track; European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part I by Nuria Oliver
English | EPUB | 2021 | 838 Pages | ISBN : 3030864855 | 101.4 MB

The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.

Applied General Statistics

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Applied General Statistics

Frederick Emory Croxton, Sidney Klein, Dudley Johnstone Cowden, "Applied General Statistics"
English | 1967 | ASIN: N/A | 781 pages | PDF | 41 MB

Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track

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Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track

Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part V by Yuxiao Dong
English | PDF | 2021 | 541 Pages | ISBN : 3030865169 | 47.8 MB

The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.

Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track

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Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track

Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part IV by Yuxiao Dong
English | PDF | 2021 | 579 Pages | ISBN : 3030865134 | 38.3 MB

The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.

Machine Learning and Knowledge Discovery in Databases. Research Track

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Machine Learning and Knowledge Discovery in Databases. Research Track

Machine Learning and Knowledge Discovery in Databases. Research Track; European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part I by Nuria Oliver
English | PDF | 2021 | 838 Pages | ISBN : 3030864855 | 50.3 MB

The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.

Fundamentals of Mathematical Statistics

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Fundamentals of Mathematical Statistics

S C Gupta, V K Kapoor, Fundamentals of Mathematical Statistics"
English | 2002 | ISBN: 8180545288 | 1303 pages | PDF | 50.5 MB

The Black Swan: The Impact of the Highly Improbable

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The Black Swan: The Impact of the Highly Improbable

Nassim Nicholas Taleb, "The Black Swan: The Impact of the Highly Improbable"
English | 2009 | ISBN: 1400063515 | 366 pages | True PDF | 1.85 MB

Visual Revelations: Graphical Tales of Fate and Deception From Napoleon Bonaparte To Ross Perot

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Visual Revelations: Graphical Tales of Fate and Deception From Napoleon Bonaparte To Ross Perot

Howard Wainer, "Visual Revelations: Graphical Tales of Fate and Deception From Napoleon Bonaparte To Ross Perot"
English | 2001 | ISBN: 1461274869, 038794902X | 191 pages | EPUB | 6.9 MB

Set-Valued Analysis

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Set-Valued Analysis

Set-Valued Analysis by Anca Croitoru
English | PDF | 2021 | 178 Pages | ISBN : N/A | 3.1 MB

Set-valued analysis is an important and somehow strange field, with unexpected applications in economics, game theory, decision making, nonlinear programming, biomathematics and statistics. This book highlights some interesting subjects in set-valued analysis, both theoretical and practical. These topics cover various areas, such as set-valued measures and integrals, applications to differential inclusions and decision making, and related topics in measure theory.

Probability For Dummies

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Probability For Dummies

Deborah J. Rumsey, "Probability For Dummies"
English | 2018 | ISBN: 0471751413 | 360 pages | True PDF | 6.7 MB

Willful Ignorance: The Mismeasure of Uncertainty

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Willful Ignorance: The Mismeasure of Uncertainty

Herbert I. Weisberg, "Willful Ignorance: The Mismeasure of Uncertainty"
English | 2014 | ISBN: 0470890444 | 210 pages | EPUB | 1.6 MB

Willful Ignorance: The Mismeasure of Uncertainty

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Willful Ignorance: The Mismeasure of Uncertainty

Herbert I. Weisberg, "Willful Ignorance: The Mismeasure of Uncertainty"
English | 2014 | ISBN: 0470890444 | 210 pages | EPUB | 1.6 MB

Beyond the Myth: Indian Business Communities in Singapore

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Beyond the Myth: Indian Business Communities in Singapore

Jayati Bhattacharya, "Beyond the Myth: Indian Business Communities in Singapore"
English | 2011 | ISBN: 981434527X, 9814311367 | 414 pages | EPUB | 1.5 MB

A Course in Large Sample Theory

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A Course in Large Sample Theory

Thomas S. Ferguson, "A Course in Large Sample Theory"
English | 1996 | ISBN: 0412043718, 1138445762 | 256 pages | PDF | 5.3 MB