Kernel smoothing refers to a general methodology for recovery of underlying structure in data sets. The basic principle is that local averaging or smoothing is performed with respect to a kernel function.

This book provides uninitiated readers with a feeling for the principles, applications, and analysis of kernel smoothers. This is facilitated by the authors' focus on the simplest settings, namely density estimation and nonparametric regression. They pay particular attention to the problem of choosing the smoothing parameter of a kernel smoother, and also treat the multivariate case in detail.

Kernal Smoothing is self-contained and assumes only a basic knowledge of statistics, calculus, and matrix algebra. It is an invaluable introduction to the main ideas of kernel estimation for students and researchers from other discipline and provides a comprehensive reference for those familiar with the topic.

Found Anew is an anthology of new poetry and prose from writers with strong ties to the Palmetto State that creatively engages with historical photographs found in the digital collections of the University of South Carolina's South Caroliniana Library. In their eclectic approach to ekphrasis--textual response to the visual--editors R. Mac Jones and Ray McManus have recruited an impressive group of poets and fiction writers, including National Book Award-winning poets Terrance Hayes and Nikky Finney (who provides the foreword); their fellow South Carolina Academy of Authors honorees Gilbert Allen, John Lane, Bret Lott, George Singleton, and Marjory Wentworth; Lillian Smith Award-winner Pam Durban, and others. These thirty-one pairings of archival images with original creative responses illustrate the breadth and richness of the diverse talents of South Carolina writers. While the digital collections are a much-valued resource for researchers and educators, Found Anew encourages a wider use as a source of inspiration for writers and artists inventing narratives set in and about South Carolina. In coupling the poems and short stories with the images that inspired them, the anthology shows writers gauging unlikely depths in curious photographs that other eyes might pass over without a second glance, conjuring perfect words for the emotion evoked by a particular image, and rendering and reimagining the visual in seemingly disparate but ultimately linked narratives. An instructive model for active, collaborative engagement between creative writers and culturally significant visual prompts, this collection also serves to demonstrate the accessibility and scope of archival photography available through South Caroliniana's digital collections. Through these creative responses, the images are not recovered or explained--but, rather, Found Anew.

Found Anew is an anthology of new poetry and prose from writers with strong ties to the Palmetto State that creatively engages with historical photographs found in the digital collections of the University of South Carolina's South Caroliniana Library. In their eclectic approach to ekphrasis -textual response to the visual- editors R. Mac Jones and Ray McManus have recruited an impressive group of poets and fiction writers, including National Book Award-winning poets Terrance Hayes and Nikky Finney (who provides the foreword); their fellow South Carolina Academy of Authors honourees Gilbert Allen, John Lane, Bret Lott, George Singleton, and Marjory Wentworth; Lillian Smith Award-winner Pam Durban, and others. These thirty-one pairings of archival images with original creative responses illustrate the breadth and richness of the diverse talents of South Carolina writers. While the digital collections are a much-valued resource for researchers and educators, Found Anew encourages a wider use as a source of inspiration for writers and artists inventing narratives set in and about South Carolina. In coupling the poems and short stories with the images that inspired them, the anthology shows writers gauging unlikely depths in curious photographs that other eyes might pass over without a second glance, conjuring perfect words for the emotion evoked by a particular image, and rendering and reimagining the visual in seemingly disparate but ultimately linked narratives. An instructive model for active, collaborative engagement between creative writers and culturally significant visual prompts, this collection also serves to demonstrate the accessibility and scope of archival photography available through South Caroliniana's digital collections. Through these creative responses, the images are not recovered or explained--but, rather, Found Anew.