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169 pages

Spline Models for Observational Data

Creator: Grace Wahba | Mathematical statistics - 1990

This book serves well as an introduction into the more theoretical aspects of the use of spline models.

Publisher: SIAM

About this book
This book serves well as an introduction into the more theoretical aspects of the use of spline models. It develops a theory and practice for the estimation of functions from noisy data on functionals. The simplest example is the estimation of a smooth curve, given noisy observations on a finite number of its values. The estimate is a polynomial smoothing spline. By placing this smoothing problem in the setting of reproducing kernel Hilbert spaces, a theory is developed which includes univariate smoothing splines, thin plate splines in d dimensions, splines on the sphere, additive splines, and interaction splines in a single framework. A straightforward generalization allows the theory to encompass the very important area of (Tikhonov) regularization methods for ill-posed inverse problems. Convergence properties, data based smoothing parameter selection, confidence intervals, and numerical methods are established which are appropriate to a wide variety of problems which fall within this framework. Methods for including side conditions and other prior information in solving ill-posed inverse problems are included. Data which involves samples of random variables with Gaussian, Poisson, binomial, and other distributions are treated in a unified optimization context. Experimental design questions, i.e., which functionals should be observed, are studied in a general context. Extensions to distributed parameter system identification problems are made by considering implicitly defined functionals.



312 pages

Building Chicken Coops For Dummies

Creator: Todd Brock, David Zook, Rob Ludlow | Technology & Engineering - 2010-08-09

This practical guide gives you easy-to-follow and customizable plans for building the backyard chicken coop that works best for you.

Publisher: John Wiley & Sons

About this book
As the popularity of urban homesteading and sustainable living increases, it’s no wonder you’re in need of trusted, practical guidance on how to properly house the chickens you’re planning (or have already begun) to keep. Building Chicken Coops For Dummies gives you the information you need to build the most cost-efficient, safe, and easy-on-the-eye enclosures for your backyard flock. This practical guide gives you easy-to-follow and customizable plans for building the backyard chicken coop that works best for you. You’ll get the basic construction know-how and key information you need to design and build a coop tailored to your flock, whether you live in a small city loft, a suburban backyard, or a small rural farm. Includes detailed material lists, instructions, and schematic plans for building a host of different chicken coops Step-by-step guidance on how to build a coop—or design your own Accessible for every level of reader Whether you’re just beginning to gain an interest in a back-to-basics lifestyle or looking to add more attractive and efficient coops to your current flock‘s digs, Building Chicken Coops For Dummies gives you everything you need to build a winning coop!



428 pages

Walking L.A., 38 Walking Tours Exploring Stairways, Streets and Buildings You Never Knew Existed (Large Print 16pt)

Creator: Erin Mahoney Harris | 2010-11-01

Completely updated and expanded, the second edition of this award - winning book features expanded trips with dozens of additional points of interest, useful new information, and four new trips that are family - friendly.

Publisher: ReadHowYouWant.com

About this book
Beyond its maze of freeways, Los Angeles is a great place to walk. Completely updated and expanded, the second edition of this award - winning book features expanded trips with dozens of additional points of interest, useful new information, and four new trips that are family - friendly.


200-299 GB Directory

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1 The amount of memory (measured in gigabytes or terabytes) that can be stored in a disc drive. Usually given as formatted capacity (see format operation).

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