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Generalized Additive Models
Now in widespread use, generalized additive models (GAMs) have evolved into a standard statistical methodology of considerable flexibility. While Hastie and Tibshirani's outstanding 1990 research monograph on GAMs is largely responsible for this, there has been a long-standing need for an accessible introductory treatment of the subject that also emphasizes recent penalized regression spline approaches to GAMs and the mixed model extensions of these models. Generalized Additive Models: An Introduction with R imparts a thorough understanding of the theory and practical applications of GAMs and related advanced models, enabling informed use of these very flexible tools. The author bases his ap...
Generalized Additive Models
The first edition of this book has established itself as one of the leading references on generalized additive models (GAMs), and the only book on the topic to be introductory in nature with a wealth of practical examples and software implementation. It is self-contained, providing the necessary background in linear models, linear mixed models, and generalized linear models (GLMs), before presenting a balanced treatment of the theory and applications of GAMs and related models. The author bases his approach on a framework of penalized regression splines, and while firmly focused on the practical aspects of GAMs, discussions include fairly full explanations of the theory underlying the methods. Use of R software helps explain the theory and illustrates the practical application of the methodology. Each chapter contains an extensive set of exercises, with solutions in an appendix or in the book’s R data package gamair, to enable use as a course text or for self-study. Simon N. Wood is a professor of Statistical Science at the University of Bristol, UK, and author of the R package mgcv.
Core Statistics
Core Statistics is a compact starter course on the theory, models, and computational tools needed to make informed use of powerful statistical methods.
Generalized Additive Models
Now in widespread use, generalized additive models (GAMs) have evolved into a standard statistical methodology of considerable flexibility. While Hastie and Tibshirani's outstanding 1990 research monograph on GAMs is largely responsible for this, there has been a long-standing need for an accessible introductory treatment of the subject that also e
Accidents Waiting to Happen
Josh Michaels doesn't know it, but he's worth more dead than alive. A firm has bought his life insurance policy and they want to collect on it--even if it means killing Josh.
Biodiversity in Dead Wood
A comprehensive overview of wood-inhabiting fungi, insects and vertebrates, discussing habitat requirements along with strategies for maintaining biodiversity.
Shock and Awe
As the sixties dream faded, a new flamboyant movement electrified the world: GLAM! In Shock and Awe, Simon Reynolds explores this most decadent of genres on both sides of the Atlantic. Bolan, Bowie, Suzi Quatro, Alice Cooper, New York Dolls, Slade, Roxy Music, Iggy, Lou Reed, Be Bop Deluxe, David Essex -- all are represented here. Reynolds charts the retro future sounds, outrageous styles and gender-fluid sexual politics that came to define the first half of the seventies and brings it right up to date with a final chapter on glam in hip hop, Lady Gaga, and the aftershocks of David Bowie's death.Shock and Awe is a defining work and another classic in the Faber Social rock n roll canon to stand alongside Rip it Up, Electric Eden and Yeah Yeah Yeah.
Rip it Up and Start Again
'A fantastic tribute to an amazingly creative musical period . . . An instant pop classic, worthy of a place on your shelves beside the handful of music books that really matter.' John McTernan, Scotland on Sunday Punk revitalized rock in the mid-seventies, but the movement soon degenerated into self-parody. Rip It Up and Start Again is the first book-length celebration of what happened next: post-punk bands who dedicated themselves to fulfilling punk's unfinished musical revolution. 1978 - 1984 rivals the sixties for the sheer amount of fabulous music created, the spirit of adventure and possibility that infused it, and the way the sounds felt inextricably connected to the political and soc...
Joan
Volumes have been written by and about Patrick Leigh Fermor, but his wife Joan is almost entirely absent from their pages. Now, Simon Fenwick, archivist of the Leigh Fermor papers, tells Joan's story in Joan: The Remarkable Life of Joan Leigh Fermor. A talented photographer, Joan defied the social conventions of her times and, though she came from a wealthy and well-connected family, earned her own living. Through her lover, and later editor of the TLS, Alan Pryce-Jones, she met and mingled with the leading lights of 1930s bohemia – John Betjeman, Cyril Connolly, Evelyn Waugh, Maurice Bowra (who adored her) and Osbert Lancaster, among others. She featured regularly in the gossip columns, n...
The Vivisector
Hurtle Duffield is incapable of loving anything except what he paints. The men and women who court him during his long life are, above all, the victims of his art. He is the vivisector, dissecting their weaknesses with cruel precision: his sister's deformity, a grocer's moonlight indiscretion and the passionate illusions of his mistress, Hero Pavloussi. It is only when Hurtle meets an egocentric adolescent whom he sees as his spiritual child does he experience a deeper, more treacherous emotion.
