Author: Zhengyuan ZhuPublisher:
ISBN:
Category : Fractals
Languages : en
Pages : 132
Book Description
Optimal Sampling Design and Parameter Estimation of Gaussian Random Fields
Author: Zhengyuan ZhuPublisher:
ISBN:
Category : Fractals
Languages : en
Pages : 132
Book Description
Effective Observation of Random Fields
Author: Wolfgang NätherPublisher:
ISBN:
Category : Mathematics
Languages : en
Pages : 192
Book Description
Optimal Sampling Design for Parameter Estimation and P-widths Under Stochastic and Deterministic Noise
Author: Charles A. MicchelliPublisher:
ISBN:
Category : Linear models (Statistics)
Languages : en
Pages : 17
Book Description
Abstract: "We follow the interesting developments in the recent work of Milanese and Belforte [7], Belforte, Bona, and Frediani [1, 2], and Milanese and Vicino [8] and address some questions suggested by these papers on the subject of parameter estimation in linear models subject to unknown additive and bounded noise. In addition, we treat the question of model selection for a given class of signals constrained to lie in some known set. We approach this latter question by presenting two formulations of p-widths subject to measurement errors and identify optimal linear models in some concrete cases. Both stochastic and deterministic p-widths are studied."
Randomness and Optimal Estimation in Data Sampling
Author: M. Khoshnevisan, S. Saxena, H. P. Singh, S. Singh, F. SmarandachePublisher: Infinite Study
ISBN: 1931233683
Category : Estimation theory
Languages : en
Pages : 63
Book Description
Multivariate Gaussian Random Fields
Author: Yuzhen ZhouPublisher:
ISBN: 9781321825756
Category : Electronic dissertations
Languages : en
Pages : 125
Book Description
Spatio-temporal Design
Author: Jorge MateuPublisher: John Wiley & Sons
ISBN: 1118441885
Category : Mathematics
Languages : en
Pages : 320
Book Description
A state-of-the-art presentation of optimum spatio-temporal sampling design - bridging classic ideas with modern statistical modeling concepts and the latest computational methods. Spatio-temporal Design presents a comprehensive state-of-the-art presentation combining both classical and modern treatments of network design and planning for spatial and spatio-temporal data acquisition. A common problem set is interwoven throughout the chapters, providing various perspectives to illustrate a complete insight to the problem at hand. Motivated by the high demand for statistical analysis of data that takes spatial and spatio-temporal information into account, this book incorporates ideas from the areas of time series, spatial statistics and stochastic processes, and combines them to discuss optimum spatio-temporal sampling design. Spatio-temporal Design: Advances in Efficient Data Acquisition: Provides an up-to-date account of how to collect space-time data for monitoring, with a focus on statistical aspects and the latest computational methods Discusses basic methods and distinguishes between design and model-based approaches to collecting space-time data. Features model-based frequentist design for univariate and multivariate geostatistics, and second-phase spatial sampling. Integrates common data examples and case studies throughout the book in order to demonstrate the different approaches and their integration. Includes real data sets, data generating mechanisms and simulation scenarios. Accompanied by a supporting website featuring R code. Spatio-temporal Design presents an excellent book for graduate level students as well as a valuable reference for researchers and practitioners in the fields of applied mathematics, engineering, and the environmental and health sciences.
Handbook of Spatial Statistics
Author: Alan E. GelfandPublisher: CRC Press
ISBN: 1420072889
Category : Mathematics
Languages : en
Pages : 622
Book Description
Assembling a collection of very prominent researchers in the field, the Handbook of Spatial Statistics presents a comprehensive treatment of both classical and state-of-the-art aspects of this maturing area. It takes a unified, integrated approach to the material, providing cross-references among chapters.The handbook begins with a historical intro
Detection Estimation and Modulation Theory, Part I
Author: Harry L. Van TreesPublisher: John Wiley & Sons
ISBN: 0470542969
Category : Technology & Engineering
Languages : en
Pages : 1188
Book Description
Originally published in 1968, Harry Van Trees’s Detection, Estimation, and Modulation Theory, Part I is one of the great time-tested classics in the field of signal processing. Highly readable and practically organized, it is as imperative today for professionals, researchers, and students in optimum signal processing as it was over thirty years ago. The second edition is a thorough revision and expansion almost doubling the size of the first edition and accounting for the new developments thus making it again the most comprehensive and up-to-date treatment of the subject. With a wide range of applications such as radar, sonar, communications, seismology, biomedical engineering, and radar astronomy, among others, the important field of detection and estimation has rarely been given such expert treatment as it is here. Each chapter includes section summaries, realistic examples, and a large number of challenging problems that provide excellent study material. This volume which is Part I of a set of four volumes is the most important and widely used textbook and professional reference in the field.
Journal of the Indian Statistical Association
Author: Indian Statistical AssociationPublisher:
ISBN:
Category : Statistics
Languages : en
Pages : 334
Book Description
Author: Benjamin Adam Shaby