ISBN: 9781584885405

Although stochastic kinetic models are increasingly accepted as the best way to represent and simulate genetic and biochemical networks, most researchers in the field have limited knowled… Mehr…

Although stochastic kinetic models are increasingly accepted as the best way to represent and simulate genetic and biochemical networks, most researchers in the field have limited knowledge of stochastic process theory. The stochastic processes formalism provides a beautiful, elegant, and coherent foundation for chemical kinetics and there is a wealth of associated theory every bit as powerful and elegant as that for conventional continuous deterministic models. The time is right for an Although stochastic kinetic models are increasingly accepted as the best way to represent and simulate genetic and biochemical networks, most researchers in the field have limited knowledge of stochastic process theory. The stochastic processes formalism provides a beautiful, elegant, and coherent foundation for chemical kinetics and there is a wealth of associated theory every bit as powerful and elegant as that for conventional continuous deterministic models. The time is right for an introductory text written from this perspective. Stochastic Modelling for Systems Biology presents an accessible introduction to stochastic modelling using examples that are familiar to systems biology researchers. Focusing on computer simulation, the author examines the use of stochastic processes for modelling biological systems. He provides a comprehensive understanding of stochastic kinetic modelling of biological networks in the systems biology context. The text covers the latest simulation techniques and research material, such as parameter inference, and includes many examples and figures as well as software code in R for various applications. While emphasizing the necessary probabilistic and stochastic methods, the author takes a practical approach, rooting his theoretical development in discussions of the intended application. Written with self-study in mind, the book includes technical chapters that deal with the difficult problems of inference for stochastic kinetic models from experimental data. Providing enough background information to make the subject accessible to the non-specialist, the book integrates a fairly diverse literature into a single convenient and notationally consistent source. Textbooks New, Books~~Mathematics~~Probability & Statistics~~General, Stochastic-Modelling-for-Systems-Biology~~Darren-James-Wilkinson, , , , , , , , , , Taylor & Francis<

2006, ISBN: 1584885408

[SR: 3612255], Hardcover, [EAN: 9781584885405], Chapman and Hall/CRC, Chapman and Hall/CRC, Book, [PU: Chapman and Hall/CRC], 2006-04-18, Chapman and Hall/CRC, Presents an introduction to… Mehr…

[SR: 3612255], Hardcover, [EAN: 9781584885405], Chapman and Hall/CRC, Chapman and Hall/CRC, Book, [PU: Chapman and Hall/CRC], 2006-04-18, Chapman and Hall/CRC, Presents an introduction to stochastic modelling using examples that are familiar to systems biology researchers. Focusing on computer simulation, this work examines the use of stochastic processes for modelling biological systems. It provides an understanding of stochastic kinetic modelling of biological networks in the systems biology context., 277913, Biochemistry, 277912, Biological Sciences, 57, Science & Nature, 1025612, Subjects, 266239, Books, 922084, Biotechnology, 277912, Biological Sciences, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278116, Bioengineering, 278115, Engineering & Technology, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278385, Probability & Statistics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 564340, Biology, 570626, Animal Sciences, 570694, Biochemistry, 571558, Genetics, 571538, Human Biology, 570680, Microbiology, 571552, Molecular Biology, 570674, Neuroscience, 570610, Plant Sciences, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books, 571042, Chemical & Biochemical Engineering, 564346, Engineering, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books, 570878, Statistics & Probability, 570874, Applied Mathematics, 564352, Mathematics, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books<

ISBN: 1584885408

[SR: 1310369], Hardcover, [EAN: 9781584885405], Chapman and Hall/CRC, Chapman and Hall/CRC, Book, [PU: Chapman and Hall/CRC], Chapman and Hall/CRC, Presents an introduction to stochastic … Mehr…

[SR: 1310369], Hardcover, [EAN: 9781584885405], Chapman and Hall/CRC, Chapman and Hall/CRC, Book, [PU: Chapman and Hall/CRC], Chapman and Hall/CRC, Presents an introduction to stochastic modelling using examples that are familiar to systems biology researchers. Focusing on computer simulation, this work examines the use of stochastic processes for modelling biological systems. It provides an understanding of stochastic kinetic modelling of biological networks in the systems biology context., 277913, Biochemistry, 277914, Biochemical Immunology, 277915, Carbohydrates, 277916, Enzymology, 277918, Lipids, 277919, Proteins, 277920, Toxicology, 277912, Biological Sciences, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278117, Biotechnology, 278116, Bioengineering, 278115, Engineering & Technology, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278336, Stochastics, 278329, Applied Mathematics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278385, Probability & Statistics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 564334, Scientific, Technical & Medical, 564336, Agriculture & Farming, 564338, Astronomy & Cosmology, 564340, Biology, 564342, Chemistry, 564344, Earth Sciences, 564346, Engineering, 570820, Environment, 564350, Geology, 564352, Mathematics, 564356, Medicine & Nursing, 564354, Physics, 564348, Research & Development, 564358, Veterinary Science, 1025612, Subjects, 266239, Books<

ISBN: 1584885408

[SR: 712134], Gebundene Ausgabe, [EAN: 9781584885405], Crc Pr Inc, Crc Pr Inc, Book, [PU: Crc Pr Inc], Crc Pr Inc, 56087011, Biochemie, 56458011, Biowissenschaften, 56047011, Fachbücher, … Mehr…

[SR: 712134], Gebundene Ausgabe, [EAN: 9781584885405], Crc Pr Inc, Crc Pr Inc, Book, [PU: Crc Pr Inc], Crc Pr Inc, 56087011, Biochemie, 56458011, Biowissenschaften, 56047011, Fachbücher, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56488011, Biologie, 56458011, Biowissenschaften, 56047011, Fachbücher, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56459011, Biotechnologie, 56458011, Biowissenschaften, 56047011, Fachbücher, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56254011, Wahrscheinlichkeit & Statistik, 56248011, Angewandte Mathematik, 56214011, Mathematik, 56047011, Fachbücher, 54071011, Genres, 52044011, Fremdsprachige Bücher<