Can a boy-hungry Jersey girl survive the wilds of Canada with her eco-identity intact? A witty new YA novel from the author of SOPHOMORE SWITCH.
A comprehensive introduction to bootstrap methods in the R programming environment
Bootstrap methods provide a powerful approach to statistical data analysis, as they have more general applications than standard parametric methods. An Introduction to Bootstrap Methods with Applications to R explores the practicality of this approach and successfully utilizes R to illustrate applications for the bootstrap and other resampling methods. This book provides a modern introduction to bootstrap methods for readers who do not have an extensive background in advanced mathematics. Emphasis throughout is on the use of bootstrap methods as an exploratory tool, including its value in variable selection and other modeling environments.
The authors begin with a description of bootstrap methods and its relationship to other resampling methods, along with an overview of the wide variety of applications of the approach. Subsequent chapters offer coverage of improved confidence set estimation, estimation of error rates in discriminant analysis, and applications to a wide variety of hypothesis testing and estimation problems, including pharmaceutical, genomics, and economics. To inform readers on the limitations of the method, the book also exhibits counterexamples to the consistency of bootstrap methods.
An introduction to R programming provides the needed preparation to work with the numerous exercises and applications presented throughout the book. A related website houses the book's R subroutines, and an extensive listing of references provides resources for further study.
Discussing the topic at a remarkably practical and accessible level, An Introduction to Bootstrap Methods with Applications to R is an excellent book for introductory courses on bootstrap and resampling methods at the upper-undergraduate and graduate levels. It also serves as an insightful reference for practitioners working with data in engineering, medicine, and the social sciences who would like to acquire a basic understanding of bootstrap methods.
The place is London, and the year is 1966. It's a time when anything seems possible, especially if you are a young, free-spirited, mini-skirted girl in search of adventure and independence. An incredible explosion of pop music, fashion and youth culture has turned London into the most swinging city on earth. Youthful energy and boundless optimism are everywhere. Whatever you want-sexual freedom, jobs, fashionable clothes, social change-it's all up for grabs. It's a world of souped-up Minis, ad men, conmen, typewriters, bed-hopping, tragic love affairs, flat sharing, spies from behind the Iron Curtain, and Fleet Street's smoky, scruffy pub life. At the center of this vibrant world is Jacky Hyams, a headstrong, pleasure-seeking party girl with a tough East End background, who is determined to throw off her past and make the most of everything on offer. In the follow up to her memoir Bombsites and Lollipops, Jacky takes a nostalgia-tinged look back to the years when Britain changed forever, a decade moving swiftly from the revolutionary fervor and excitement of the freewheeling Swinging Sixties, to the bleaker times of the strike bound, cash-strapped Seventies.White Boots and Miniskirts is a down to earth, honest perspective of a fast changing world, told with wry humor by a woman in search of love and success in the most exciting city on the planet.
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