Kamis, 26 Maret 2015

Download PDF Bayesian Models for Astrophysical Data: Using R, JAGS, Python, and StanBy Joseph M. Hilbe, Rafael S. de Souza, Emille E. O. Ishida

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Bayesian Models for Astrophysical Data: Using R, JAGS, Python, and StanBy Joseph M. Hilbe, Rafael S. de Souza, Emille E. O. Ishida

Bayesian Models for Astrophysical Data: Using R, JAGS, Python, and StanBy Joseph M. Hilbe, Rafael S. de Souza, Emille E. O. Ishida


Bayesian Models for Astrophysical Data: Using R, JAGS, Python, and StanBy Joseph M. Hilbe, Rafael S. de Souza, Emille E. O. Ishida


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Bayesian Models for Astrophysical Data: Using R, JAGS, Python, and StanBy Joseph M. Hilbe, Rafael S. de Souza, Emille E. O. Ishida

This comprehensive guide to Bayesian methods in astronomy enables hands-on work by supplying complete R, JAGS, Python, and Stan code, to use directly or adapt. It begins by examining the normal model from both frequentist and Bayesian perspectives, then progresses to a full range of Bayesian generalized linear and mixed or hierarchical models, as well as additional types of models such as ABC and INLA. The book provides code that is largely unavailable elsewhere and includes details on interpreting and evaluating Bayesian models. Initial discussions offer models in synthetic form so that readers can easily adapt them to their own data; later the models are applied to real astronomical data. The consistent focus is on hands-on modeling, analysis of data, and interpretation to address scientific questions. A must-have for astronomers, the book's concrete approach will also be attractive to researchers in the sciences more broadly.

  • Amazon Sales Rank: #258826 in Books
  • Published on: 2017-06-30
  • Original language: English
  • Dimensions: 9.96" h x .94" w x 6.97" l,
  • Binding: Hardcover
  • 424 pages

About the Author Joseph M. Hilbe is Solar System Ambassador with NASA's Jet Propulsion Laboratory, California Institute of Technology, Adjunct Professor of Statistics at Arizona State University, and Professor Emeritus at the University of Hawaii. He is currently President of the International Astrostatistics Association (IAA) and was awarded the IAA's 2016 Outstanding Contributions to Astrostatistics medal, the association's top award. Hilbe is an elected Fellow of both the American Statistical Association and the IAA and is a full member of the American Astronomical Society. He has authored nineteen books on statistical modeling, including leading texts on modeling count and binomial data. His book, Modeling Count Data (Cambridge, 2014) received the 2015 PROSE honorable mention for books in mathematics.Rafael S. de Souza is a researcher at Eötvos Loránd University, Budapest. He is currently Vice-President for development of the International Astrostatistics Association (IAA) and was awarded the IAA's 2016 Outstanding Publication in Astrostatistics award. He has authored dozens of scientific papers, serving as the leading author for over twenty of them.Emille E. O. Ishida is a researcher at Université de Clermont-Ferrand II (Université Blaise Pascal), France. She is cochair of the Cosmostatistics Initiative and coordinator of its Python-related projects. She is a specialist in machine learning applications to astronomy with special interests in type Ia supernovae spectral characterization, classification, and cosmology. She has been the lead author of numerous articles in prominent astrophysics journals and currently serves as chair of the IAA public relations committee.

Bayesian Models for Astrophysical Data: Using R, JAGS, Python, and StanBy Joseph M. Hilbe, Rafael S. de Souza, Emille E. O. Ishida PDF
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Bayesian Models for Astrophysical Data: Using R, JAGS, Python, and StanBy Joseph M. Hilbe, Rafael S. de Souza, Emille E. O. Ishida PDF

Bayesian Models for Astrophysical Data: Using R, JAGS, Python, and StanBy Joseph M. Hilbe, Rafael S. de Souza, Emille E. O. Ishida PDF

Bayesian Models for Astrophysical Data: Using R, JAGS, Python, and StanBy Joseph M. Hilbe, Rafael S. de Souza, Emille E. O. Ishida PDF
Bayesian Models for Astrophysical Data: Using R, JAGS, Python, and StanBy Joseph M. Hilbe, Rafael S. de Souza, Emille E. O. Ishida PDF

Minggu, 22 Maret 2015

Ebook Download Nuclear Physics: An IntroductionBy S B Patel

Ebook Download Nuclear Physics: An IntroductionBy S B Patel

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Nuclear Physics: An IntroductionBy S B Patel

Nuclear Physics: An IntroductionBy S B Patel


Nuclear Physics: An IntroductionBy S B Patel


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Nuclear Physics: An IntroductionBy S B Patel

The book bridges the gap between a course on modern physics and an advanced formal treatise on nuclear physics. The treatment of topics is simple and direct. Physical ideas are given prominence and this has been done by informal discussions and many analogies. It starts with the tools of nuclear physics, both experimental and mathematical. The author has taken special care in treating the nuclear shell model throughout the analogy with atomic and molecular physics.

It is a suitable text for any student who has been exposed to a college level course in modern physics and who has mathematical competence at the level of calculus and elementary vector analysis. An important feature of the book is that numerous illustrative examples have been given along with 200 neatly drawn figures and problem question sets.

CONTENTS

Tools of Doing Nuclear Physics
Physical Tools
Mathematical Tools
Radioactivity
The Q Equation
The Nuclear
Constiments of the Nucleus and Some of their Properties
Alpha Rays: Spectra and Decay
Beta Rays: Spectra and Decay
Introduction of GamMa Emission
The Liquid Drop Model of the Nucleus
Nuclear Energy
The Shell Model of a Nucleus
Nuclear Force Nuclear Physics in Other Areas of Physics
Fundamentals Constants and Conversion Factors
List of Elements
Masses of Neutral Atoms
The concept of Cross-section for a Nuclear Reaction

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Biological Sciences
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  • Sales Rank: #4466834 in Books
  • Published on: 2011-06-15
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.69" h x .79" w x 7.48" l, 1.63 pounds
  • Binding: Paperback
  • 356 pages

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