عنوان
پدید آورنده
موضوع
رده
QA276 .M63 2019
QA276
.
M63
2019
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783030114312
NATIONAL BIBLIOGRAPHY NUMBER
Number
E414
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Modern statistical methods for spatial and multivariate data
General Material Designation
[Electronic book]
First Statement of Responsibility
/ Norou Diawara, editor.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham, Switzerland
Name of Publisher, Distributor, etc.
: Springer
Date of Publication, Distribution, etc.
, 2019.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xiv, 177 p.
Other Physical Details
: ill.
SERIES
Series Title
(STEAM-H : science, technology, engineering, agriculture, mathematics & health)
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references.
CONTENTS NOTE
Text of Note
A. Working, M. Alqawba, and N. Diawara: Functional Form of Markovian Attribute-level Best-Worst Discrete Choice Modelling -- D. Hitchcock, H. Liu, and S. Zahra Samadi -- Spatial and Spatio-temporal Analysis of Precipitation Data from South Carolina -- D. Musgrove, D. Young, J. Hughes, and L. E. Eberly: A sparse areal mixed model for multivariate outcomes, with an application to zero-inflated Census data -- E. M. Maboudou-Tchao: Wavelet Kernels for Support Matrix Machines -- S. A. Janse and K. L. Thompson: Properties of the number of iterations of a feasible solutions algorithm -- R. Dey and M. S. Mulekar: A Primer of Statistical Methods for Classification -- M. Sheth-Chandra, N. R. Chaganty, and R. T. Sabo: A Doubly-Inflated Poisson Distribution and Regression Model -- J. Mathews, S. Sen, and I. Das: Multivariate Doubly-Inflated Negative Binomial Distribution using Gaussian Copula -- J. Lorio, N. Diawara, and L. Waller: Quantifying spatio-temporal characteristics via Moran's statistics.
0
SUMMARY OR ABSTRACT
Text of Note
This contributed volume features invited papers on current models and statistical methods for spatial and multivariate data. With a focus on recent advances in statistics, topics include spatio-temporal aspects, classification techniques, the multivariate outcomes with zero and doubly-inflated data, discrete choice modelling, copula distributions, and feasible algorithmic solutions. Special emphasis is placed on applications such as the use of spatial and spatio-temporal models for rainfall in South Carolina and the multivariate sparse areal mixed model for the Census dataset for the state of Iowa. Articles use simulated and aggregated data examples to show the flexibility and wide applications of proposed techniques. Carefully peer-reviewed and pedagogically presented for a broad readership, this volume is suitable for graduate and postdoctoral students interested in interdisciplinary research. Researchers in applied statistics and sciences will find this book an important resource on the latest developments in the field. In keeping with the STEAM-H series, the editors hope to inspire interdisciplinary understanding and collaboration.-- Provided by publisher.
TOPICAL NAME USED AS SUBJECT
Entry Element
Statistics
Entry Element
Quantitative research
a04
a05
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA276
Book number
.
M63
2019
PERSONAL NAME - SECONDARY RESPONSIBILITY
Diawara, Norou, editor.
ORIGINATING SOURCE
Country
ایران
Agency
University of Tehran. Library of College of Science
Date of Transaction
20220108
ELECTRONIC LOCATION AND ACCESS
Date and Hour of Consultation and Access
UT_SCI_BL_DB_1002655_0001.pdf
e
BL
278840
1
a
Y
