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Author: David Lunn Publisher: CRC Press ISBN: 1584888490 Category : Mathematics Languages : en Pages : 402
Book Description
Bayesian statistical methods have become widely used for data analysis and modelling in recent years, and the BUGS software has become the most popular software for Bayesian analysis worldwide. Authored by the team that originally developed this software, The BUGS Book provides a practical introduction to this program and its use. The text presents complete coverage of all the functionalities of BUGS, including prediction, missing data, model criticism, and prior sensitivity. It also features a large number of worked examples and a wide range of applications from various disciplines. The book introduces regression models, techniques for criticism and comparison, and a wide range of modelling issues before going into the vital area of hierarchical models, one of the most common applications of Bayesian methods. It deals with essentials of modelling without getting bogged down in complexity. The book emphasises model criticism, model comparison, sensitivity analysis to alternative priors, and thoughtful choice of prior distributions—all those aspects of the "art" of modelling that are easily overlooked in more theoretical expositions. More pragmatic than ideological, the authors systematically work through the large range of "tricks" that reveal the real power of the BUGS software, for example, dealing with missing data, censoring, grouped data, prediction, ranking, parameter constraints, and so on. Many of the examples are biostatistical, but they do not require domain knowledge and are generalisable to a wide range of other application areas. Full code and data for examples, exercises, and some solutions can be found on the book’s website.
Author: David Lunn Publisher: CRC Press ISBN: 1584888490 Category : Mathematics Languages : en Pages : 402
Book Description
Bayesian statistical methods have become widely used for data analysis and modelling in recent years, and the BUGS software has become the most popular software for Bayesian analysis worldwide. Authored by the team that originally developed this software, The BUGS Book provides a practical introduction to this program and its use. The text presents complete coverage of all the functionalities of BUGS, including prediction, missing data, model criticism, and prior sensitivity. It also features a large number of worked examples and a wide range of applications from various disciplines. The book introduces regression models, techniques for criticism and comparison, and a wide range of modelling issues before going into the vital area of hierarchical models, one of the most common applications of Bayesian methods. It deals with essentials of modelling without getting bogged down in complexity. The book emphasises model criticism, model comparison, sensitivity analysis to alternative priors, and thoughtful choice of prior distributions—all those aspects of the "art" of modelling that are easily overlooked in more theoretical expositions. More pragmatic than ideological, the authors systematically work through the large range of "tricks" that reveal the real power of the BUGS software, for example, dealing with missing data, censoring, grouped data, prediction, ranking, parameter constraints, and so on. Many of the examples are biostatistical, but they do not require domain knowledge and are generalisable to a wide range of other application areas. Full code and data for examples, exercises, and some solutions can be found on the book’s website.
Author: David Lunn Publisher: CRC Press ISBN: 1466586664 Category : Mathematics Languages : en Pages : 393
Book Description
Bayesian statistical methods have become widely used for data analysis and modelling in recent years, and the BUGS software has become the most popular software for Bayesian analysis worldwide. Authored by the team that originally developed this software, The BUGS Book provides a practical introduction to this program and its use. The text presents
Author: Sue Fliess Publisher: Penguin ISBN: 0399543813 Category : Juvenile Nonfiction Languages : en Pages : 36
Book Description
Grab your bucket and join the search for all the cool bugs outside! This fun rhyming story lists all the bugs you can imagine—creep bugs, climb bugs, sticky-slime bugs! Discover the vast world of insects in this photo-filled book.
Author: Jess French Publisher: Penguin ISBN: 0744022614 Category : Juvenile Nonfiction Languages : en Pages : 82
Book Description
Discover the insects of the world! Earth’s creepy crawlies may be small but they are far from boring! Learn how they contribute to life on the planet, where they live, what they eat, how their bodies work and what makes them so special. This beautifully illustrated bug book for kids for ages 7-9 is packed with: • Fascinating information about bugs that supports and goes beyond the curriculum • Stories and facts to convey the amazing world of creepy-crawlies • Facts and information, with detailed illustrations and photographs of insects, spiders, molluscs and more • Compelling text written by insect expert, author and television presenter Jess French • Stunning photographs of individual creatures, from beetles to butterflies Take a magical journey through the forest floor, down into the deepest caves and even across the open ocean. The Book of Brilliant Bugs, written by insect expert Jess French, takes children on an expedition into the bug kingdom. The insect book is filled with fascinating facts about these little animals, how bugs pass on messages, compete for food, seek true love and fill the air with buzzing wings. It also shows how bugs help look after our planet and how we can help them. Young animal enthusiasts can spot and learn all the main bug groups. From worms, snails, millipedes and centipedes, spiders and scorpions, woodlice, bees and even bugs that glow! This educational natural science book will encourage children to love and appreciate science and nature.
Author: Sue Kassirer Publisher: ISBN: 9781570829581 Category : Insects Languages : en Pages : 0
Book Description
In this sturdy lift-the-flap board book, Flik and his friends celebrate when the Circus Bugs help them build a fake bird to scare off the grasshoppers. Children will love looking for the bugs hidden under every flap. Full color. 5 spreads.
Author: Publisher: Grosset & Dunlap ISBN: 9780448415994 Category : Juvenile Nonfiction Languages : en Pages : 28
Book Description
A playful way to explore basic science and the world around us, Nature Sticker Stories come with 75 full-color stickers. Bugs are everywhere—buzzing and burrowing through the pages of this creepy-crawly, fun, and informative book for pint-sized entomologists.
Author: Claire Llewellyn Publisher: Kingfisher ISBN: 9780753459010 Category : Juvenile Nonfiction Languages : en Pages : 32
Book Description
The Best Book of Bugs looks at the life cycles, habitats, and amazing diversity of insects and spiders in stunning close-up detail. This book has everything a young etymologist would ever want to know.
Author: Malcolm Beck Publisher: ISBN: Category : Beneficial insects Languages : en Pages : 184
Book Description
Contains alphabetically arranged entries that provide photographs and information about insects, mites, and spiders commonly found in Texas, discussing the appearance, biology and life cycle, habitat, feeding habits, economic importance, and natural and organic control of each bug.
Author: David Lunn
Author: David Lunn
Author: David Lunn
Author: Sue Fliess
Author: Jess French
Author: Sue Kassirer
Author: 
Author: Claire Llewellyn
Author: Matthew Robertson
Author: Malcolm Beck
Author: