Regression and Time Series Model Selection

Regression and Time Series Model Selection PDF

Author: Allan D. R. McQuarrie

Publisher: World Scientific

Published: 1998

Total Pages: 479

ISBN-13: 981023242X

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This important book describes procedures for selecting a model from a large set of competing statistical models. It includes model selection techniques for univariate and multivariate regression models, univariate and multivariate autoregressive models, nonparametric (including wavelets) and semiparametric regression models, and quasi-likelihood and robust regression models. Information-based model selection criteria are discussed, and small sample and asymptotic properties are presented. The book also provides examples and large scale simulation studies comparing the performances of information-based model selection criteria, bootstrapping, and cross-validation selection methods over a wide range of models.

Resource Selection by Animals

Resource Selection by Animals PDF

Author: Bryan F. J. Manly

Publisher: Springer Science & Business Media

Published: 1993

Total Pages: 198

ISBN-13: 9780412401404

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This book gives a clear and consistent framework for the study of how animals select their resources (food and habitat) by taking the reader through different types of study design. It is an invaluable handbook for field biologists, especially those concerned with the management and conservation of wildlife.

Advances in Signal Transforms

Advances in Signal Transforms PDF

Author: Jaakko Astola

Publisher: Hindawi Publishing Corporation

Published: 2007

Total Pages: 425

ISBN-13: 9775945550

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"Digital signal transforms are of a fundamental value in digital signal and image processing. Their role is manifold. Transforms selected appropriately enable substantial compressing signals and images for storage and transmission. No signal recovery, image reconstruction and restoration task can be efficiently solved without using digital signal transforms. Transforms are successfully used for logic design and digital data encryption. Fast transforms are the main tools for acceleration of computations in digital signal and image processing. The volume collects in one book most recent developments in the theory and practice of the design and usage of transforms in digital signal and image processing. It emerged from the series of reports published by Tampere International Centre for Signal Processing, Tampere University of Technology. For the volume, all contributions are appropriately updated to represent the state of the art in the field and to cover the most recent developments in different aspects of the theory and applications of transforms. The book consists of two parts that represent two major directions in the field: development of new transforms and development of transform based signal and image processing algorithms. The first part contains four chapters devoted to recent advances in transforms for image compression and switching and logic design and to new fast transforms for digital holography and tomography. In the second part, advanced transform based signal and image algorithms are considered: signal and image local adaptive restoration methods and two complementing families of signal and image re-sampling algorithms, fast transform based discrete sinc-interpolation and spline theory based ones."--Publisher.

The Use of Words in Context

The Use of Words in Context PDF

Author: John W. Black

Publisher: Springer Science & Business Media

Published: 1985-11-30

Total Pages: 288

ISBN-13: 9780306422065

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The Speech Situation is a term worn with age in the teaching of public speaking in America. That it is comprised of occasion, speaker, and topic is a gross oversimplification. It also includes challenge, anxiety, emotion, fear, responsibility, faults of memory, and instants of pride. Out of the circumstances arise an increase in heart rate, a change in blood pressure, an abnormal pattern of breathing, a noticeable build up in perspiration, and an ongoing evaluation. For students this may be merely a grade or perhaps a series of evaluative remarks, possibly addressed both to the speaker and the other participants, the audience. It may entail a replaying of a record of the speech, indeed a videotape. Most important is the lasting impression that remains with all of the participants. What of the vocabulary of the speaker under the circumstances of the speech situation? This speaker - in the major portions of this work we may say, "this young man" - has spent time seeking an appropriate topic. He has outlined a composition around a central idea or thesis. He has marshaled evidence, details. He has framed an opening paragraph. He has been admonished not to give an essay, but to strive for audience contact, interpersonal communication. He makes his audible approach through his vocabulary and accompanying phonology. Under the tension, the speaker repeats; he adds meaningless vocalizations in periods that might logically be pauses. There are slips of the tongue. At worst, failing, he withdraws to await another day.