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- 2012933773 contributor B12698431.
- 2012933773 created "c2012.".
- 2012933773 date "2012".
- 2012933773 date "c2012.".
- 2012933773 dateCopyrighted "c2012.".
- 2012933773 description "Includes bibliographical references (p. 343-376) and index.".
- 2012933773 description "Part 1. Foundations -- An Overview of Bayesian Inference and Graphical Models / Thomas Hamelryck -- Monte Carlo Methods for Inference in High-Dimensional Systems / Jesper Ferkinghoff-Borg -- Part 2. Energy Functions for Protein Structure Prediction -- On the Physical Relevance and Statistical Interpretation of Knowledge-Based Potentials / Mikael Borg, Thomas Hamelryck and Jesper Ferkinghoff-Borg -- Towards a General Probabilistic Model of Protein Structure: The Reference Ratio Method / Jes Frellsen, Kanti V. Mardia, Mikael Borg, Jesper Ferkinghoff-Borg and Thomas Hamelryck -- Inferring Knowledge Based Potentials Using Contrastive Divergence / Alexei A. Podtelezhnikov and David L. Wild -- Part 3. Directional statistics for biomolecular structure -- Statistics of Bivariate von Mises Distributions / Kanti V. Mardia and Jes Frellsen -- Statistical Modelling and Simulation Using the Fisher-Bingham Distribution / John T. Kent -- Part 4. Shape Theory for Protein Structure Superposition -- Likelihood and Empirical Bayes Superposition of Multiple Macromolecular Structures / Douglas L. Theobald -- Bayesian Hierarchical Alignment Methods / Kanti V. Mardia and Vysaul B. Nyirongo -- Part 5. Graphical models for structure prediction -- Probabilistic Models of Local Biomolecular Structure and Their Applications / Wouter Boomsma, Jes Frellsen and Thomas Hamelryck -- Prediction of Low Energy Protein Side Chain Configurations Using Markov Random Fields / Chen Yanover and Menachem Fromer -- Part 6. Inferring Structure from Experimental Data -- Inferential Structure Determination from NMR Data / Michael Habeck -- Bayesian Methods in SAXS and SANS Structure Determination / Steen Hansen.".
- 2012933773 extent "xxii, 385 p. :".
- 2012933773 identifier "364227224X (alk. paper)".
- 2012933773 identifier "3642272258 (e-ISBN)".
- 2012933773 identifier "9783642272240 (alk. paper)".
- 2012933773 identifier "9783642272257 (e-ISBN)".
- 2012933773 isPartOf "Statistics for biology and health, 1431-8776".
- 2012933773 isPartOf "Statistics for biology and health. 1431-8776".
- 2012933773 issued "2012".
- 2012933773 issued "c2012.".
- 2012933773 language "eng".
- 2012933773 publisher "Heidelberg ; New York : Springer,".
- 2012933773 subject "2012 D-765".
- 2012933773 subject "572/.330285 23".
- 2012933773 subject "Bayes Theorem.".
- 2012933773 subject "Models, Statistical.".
- 2012933773 subject "Molecular Structure.".
- 2012933773 subject "QD 461".
- 2012933773 subject "QH324.2 .B389 2012".
- 2012933773 subject "Structural bioinformatics Statistical methods.".
- 2012933773 tableOfContents "Part 1. Foundations -- An Overview of Bayesian Inference and Graphical Models / Thomas Hamelryck -- Monte Carlo Methods for Inference in High-Dimensional Systems / Jesper Ferkinghoff-Borg -- Part 2. Energy Functions for Protein Structure Prediction -- On the Physical Relevance and Statistical Interpretation of Knowledge-Based Potentials / Mikael Borg, Thomas Hamelryck and Jesper Ferkinghoff-Borg -- Towards a General Probabilistic Model of Protein Structure: The Reference Ratio Method / Jes Frellsen, Kanti V. Mardia, Mikael Borg, Jesper Ferkinghoff-Borg and Thomas Hamelryck -- Inferring Knowledge Based Potentials Using Contrastive Divergence / Alexei A. Podtelezhnikov and David L. Wild -- Part 3. Directional statistics for biomolecular structure -- Statistics of Bivariate von Mises Distributions / Kanti V. Mardia and Jes Frellsen -- Statistical Modelling and Simulation Using the Fisher-Bingham Distribution / John T. Kent -- Part 4. Shape Theory for Protein Structure Superposition -- Likelihood and Empirical Bayes Superposition of Multiple Macromolecular Structures / Douglas L. Theobald -- Bayesian Hierarchical Alignment Methods / Kanti V. Mardia and Vysaul B. Nyirongo -- Part 5. Graphical models for structure prediction -- Probabilistic Models of Local Biomolecular Structure and Their Applications / Wouter Boomsma, Jes Frellsen and Thomas Hamelryck -- Prediction of Low Energy Protein Side Chain Configurations Using Markov Random Fields / Chen Yanover and Menachem Fromer -- Part 6. Inferring Structure from Experimental Data -- Inferential Structure Determination from NMR Data / Michael Habeck -- Bayesian Methods in SAXS and SANS Structure Determination / Steen Hansen.".
- 2012933773 title "Bayesian methods in structural bioinformatics / Thomas Hamelryck, Kanti Mardia, Jesper Ferkinghoff-Borg, editors.".
- 2012933773 type "text".