Modern Statistical Methods for Spatial and Multivariate Data
1st ed. 2019
Book Details
Format
Hardback or Cased Book
ISBN-10
3030114309
ISBN-13
9783030114305
Edition
1st ed. 2019
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jul 11th, 2019
Print length
177 Pages
Product Classification:
Probability & statisticsApplied mathematics
Ksh 18,000.00
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This contributed volume features invited papers on current models and statistical methods for spatial and multivariate data.
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.
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