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Full Product Details

Author:   Miguel F. Acevedo (University of North Texas, Denton, USA)
Publisher:   Taylor & Francis Inc
Imprint:   CRC Press Inc
Dimensions:   Width: 17.80cm , Height: 3.00cm , Length: 25.40cm
Weight:   1.179kg
ISBN:  

9781439885017

ISBN 10:   143988501
Pages:   558
Publication Date:   07 December 2012
Audience:   College/higher education ,  General/trade ,  Tertiary & Higher Education ,  General
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Part I Introduction to Probability, Statistics, Time Series, and Spatial Analysis: Introduction. Probability Theory. Random Variables, Distributions, Moments, and Statistics. Exploratory Analysis and Introduction to Inferential Statistics. More on Inferential Statistics: Goodness of Fit, Contingency Analysis, and Analysis of Variance. Regression. Stochastic or Random Processes and Time Series. Spatial Point Patterns. Part II Matrices, Tempral and Spatial Autoregressive Processes, and Multivariate Analysis: Matrices and Linear Algebra. Multivariate Models. Dependent Stochastic Processes and Time Series. Geostatistics: Kriging. Spatial Auto-Correlation and Auto-Regression. Multivariate Analysis I: Reducing Dimensionality. Multivariate Analysis II: Identifying and Developing Relationships among Observations and Variables. Bibliography. Index.

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Author Information

Miguel F. Acevedo has 38 years of academic experience, the last 20 of these as faculty member of the University of North Texas (UNT). His career has been interdisciplinary, especially at the interface of science and engineering. He obtained his Ph.D. in biophysics from the University of California Berkeley and master's degrees in electrical engineering and computer science from Berkeley and the University of Texas at Austin, respectively. Prior to UNT, he was at the Universidad de Los Andes in Merida, Venezuela, where he taught for 18 years. He has served on the Science Advisory Board of the U.S. Environmental Protection Agency and on many review panels of the U.S. National Science Foundation. He has received numerous research grants and written many journal articles, book chapters, and proceedings articles. UNT has recognized him with the Regent’s Professor rank, the Citation for Distinguished Service to International Education, and the Regent’s Faculty Lectureship. For more information, see Dr. Acevedo’s page at UNT.

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