{"product_id":"randomization-bootstrap-and-monte-carlo-methods-in-biology-9780367512873","title":"Randomization Bootstrap and Monte Carlo Methods","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eModern computer-intensive statistical methods play a key role in solving many problems across a wide range of scientific disciplines. Like its bestselling predecessors, the fourth edition of \u003cb\u003e\u003ci\u003eRandomization, Bootstrap and Monte Carlo Methods in Biology\u003c\/i\u003e\u003c\/b\u003e illustrates a large number of statistical methods with an emphasis on biological applications. The focus is now on the use of randomization, bootstrapping, and Monte Carlo methods in constructing confidence intervals and doing tests of significance. The text provides comprehensive coverage of computer-intensive applications, with data sets available online.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cb\u003e\u003c\/b\u003e\u003cp\u003eFeatures\u003c\/p\u003e\u003cul\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003ePresents an overview of computer-intensive statistical methods and applications in biology\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003eCovers a wide range of methods including bootstrap, Monte Carlo, ANOVA, regression, and Bayesian methods\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cli\u003eMakes it easy for biologists, researchers, and students to understand the methods used\u003c\/li\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cbr\u003e\u003cb\u003eTrade Review\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\"...This book deals with statistical data simulations in biology...It should be noted that the presentation of the book contains a lot of explanations and justifications that are not limited by mathematical formula. Thus, a biologist can easily understand the basic idea and approach of any statistical method discussed in the book...The book...is very well structured; the presentation of the material is clear and consistent. There are many illustrative examples and exercises. I enjoyed reading this book, and it is clearly included in the list of books that I highly recommend for study in the training of specialists in the field of biostatistics.\"\u003cbr\u003e- Taras Lukashiv, ISCB News, June 2021\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e1.Randomization\u003cbr\u003e2.The Bootstrap\u003cbr\u003e3.Monte Carlo Methods\u003cbr\u003e4.Some General Considerations\u003cbr\u003e5.One- and Two-Sample Tests\u003cbr\u003e6.Analysis of Variance\u003cbr\u003e7.Regression Analysis\u003cbr\u003e8.Distance Matrices and Spatial Data\u003cbr\u003e9.Other Analyses on Spatial Data\u003cbr\u003e10.Time Series\u003cbr\u003e11.Survival and Growth Data\u003cbr\u003e12.Non-Standard Situations\u003cbr\u003e13.Bayesian Methods\u003cbr\u003e14.Conclusion and Final Comments\u003cbr\u003e15.Appendix: Software for Computer-Intensive Statistics\u003c\/p\u003e\n\u003c\/ul\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":51017935880535,"sku":"9780367512873","price":45.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9780367512873.jpg?v=1750775128","url":"https:\/\/bookcurl.com\/products\/randomization-bootstrap-and-monte-carlo-methods-in-biology-9780367512873","provider":"Book Curl","version":"1.0","type":"link"}