{"title":"Sudipto Banerjee","description":null,"products":[{"product_id":"linear-algebra-and-matrix-analysis-for-statistics-book-sudipto-banerjee-9781420095388","title":"Linear Algebra and Matrix Analysis for Statistics","description":"Linear Algebra and Matrix Analysis for Statistics offers a gradual exposition to linear algebra without sacrificing the rigor of the subject. It presents both the vector space approach and the canonical forms in matrix theory. The book is as self-contained as possible, assuming no prior knowledge of linear algebra.  The authors first address the rudimentary mechanics of linear systems using Gaussian elimination and the resulting decompositions. They introduce Euclidean vector spaces using less abstract concepts and make connections to systems of linear equations wherever possible. After illustrating the importance of the rank of a matrix, they discuss complementary subspaces, oblique projectors, orthogonality, orthogonal projections and projectors, and orthogonal reduction.  The text then shows how the theoretical concepts developed are handy in analyzing solutions for linear systems. The authors also explain how determinants are useful for characterizing and deriving properties concerning matrices and linear systems. They then cover eigenvalues, eigenvectors, singular value decomposition, Jordan decomposition (including a proof), quadratic forms, and Kronecker and Hadamard products. The book concludes with accessible treatments of advanced topics, such as linear iterative systems, convergence of matrices, more general vector spaces, linear transformations, and Hilbert spaces.","brand":"WoB","offers":[{"title":"US \/ GOOD \/ SBYB","offer_id":50262066888977,"sku":"CIN1420095382G","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":50662916718865,"sku":"GOR014028787","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ NEW \/ INGRAM","offer_id":51025088676113,"sku":"NIN9781420095388","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52483196813585,"sku":"NLS9781420095388","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1420095382.jpg?v=1750858102"},{"product_id":"hierarchical-modeling-and-analysis-for-spatial-data-book-sudipto-banerjee-9781439819173","title":"Hierarchical Modeling and Analysis for Spatial Data","description":"Keep Up to Date with the Evolving Landscape of Space and Space-Time Data Analysis and Modeling  Since the publication of the first edition, the statistical landscape has substantially changed for analyzing space and space-time data. More than twice the size of its predecessor, Hierarchical Modeling and Analysis for Spatial Data, Second Edition reflects the major growth in spatial statistics as both a research area and an area of application.  New to the Second Edition         New chapter on spatial point patterns developed primarily from a modeling perspective New chapter on big data that shows how the predictive process handles reasonably large datasets New chapter on spatial and spatiotemporal gradient modeling that incorporates recent developments in spatial boundary analysis and wombling New chapter on the theoretical aspects of geostatistical (point-referenced) modeling  Greatly expanded chapters on methods for multivariate and spatiotemporal modeling New special topics sections on data fusion\/assimilation and spatial analysis for data on extremes Double the number of exercises  Many more color figures integrated throughout the text Updated computational aspects, including the latest version of WinBUGS, the new flexible spBayes software, and assorted R packages  The Only Comprehensive Treatment of the Theory, Methods, and Software  This second edition continues to provide a complete treatment of the theory, methods, and application of hierarchical modeling for spatial and spatiotemporal data. It tackles current challenges in handling this type of data, with increased emphasis on observational data, big data, and the upsurge of associated software tools. The authors also explore important application domains, including environmental science, forestry, public health, and real estate.","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51026262425873,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":51026264850705,"sku":"NIN9781439819173","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":51578781270289,"sku":"GOR007792533","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ GOOD \/ SBYB","offer_id":51904314704145,"sku":"CIN1439819173G","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52148066976017,"sku":"NLS9781439819173","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1439819173.jpg?v=1750922500"},{"product_id":"hierarchical-modeling-and-analysis-for-spatial-data-book-sudipto-banerjee-9781584884101","title":"Hierarchical Modeling and Analysis for Spatial Data","description":"Among the many uses of hierarchical modeling, their application to the statistical analysis of spatial and spatio-temporal data from areas such as epidemiology And environmental science has proven particularly fruitful. Yet to date, the few books that address the subject have been either too narrowly focused on specific aspects of spatial analysis, or written at a level often inaccessible to those lacking a strong background in mathematical statistics.  Hierarchical Modeling and Analysis for Spatial Data is the first accessible, self-contained treatment of hierarchical methods, modeling, and data analysis for spatial and spatio-temporal data. Starting with overviews of the types of spatial data, the data analysis tools appropriate for each, and a brief review of the Bayesian approach to statistics, the authors discuss hierarchical modeling for univariate spatial response data, including Bayesian kriging and lattice (areal data) modeling. They then consider the problem of spatially misaligned data, methods for handling multivariate spatial responses, spatio-temporal models, and spatial survival models. The final chapter explores a variety of special topics, including spatially varying coefficient models.  This book provides clear explanations, plentiful illustrations --some in full color--a variety of homework problems, and tutorials and worked examples using some of the field's most popular software packages.. Written by a team of leaders in the field, it will undoubtedly remain the primary textbook and reference on the subject for years to come.","brand":"WoB","offers":[{"title":"US \/ GOOD \/ SBYB","offer_id":51141215584529,"sku":"CIN158488410XG","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/158488410X.jpg?v=1751022976"},{"product_id":"hierarchical-modeling-and-analysis-for-spatial-data-book-sudipto-banerjee-9781032508559","title":"Hierarchical Modeling and Analysis for Spatial Data","description":"Hierarchical Modeling and Analysis for Spatial Data, Third Edition is the latest edition of this popular and authoritative text on Bayesian modeling and inference for spatial and spatial-temporal data. The text presents a comprehensive and up-to-date treatment of hierarchical and multilevel modeling for spatial and spatio-temporal data within a Bayesian framework. Over the past decade since the second edition, spatial statistics has evolved significantly driven by an explosion in data availability and advances in Bayesian computation. This edition reflects those changes, introducing new methods, expanded applications, and enhanced computational resources to support researchers and practitioners across disciplines, including environmental science, ecology, and public health.  Key features of the third edition:    A dedicated chapter on state-of-the-art Bayesian modeling of large spatial and spatio-temporal datasets Two new chapters on spatial point pattern analysis, covering both foundational and Bayesian perspectives A new chapter on spatial data fusion, integrating diverse spatial data sources from different probabilistic mechanisms An accessible introduction to GPS mapping, geodesic distances, and mathematical cartography An expanded special topics chapter, including spatial challenges with finite population modeling and spatial directional data A thoroughly revised chapter on Bayesian inference, featuring an updated review of modern computational techniques A dedicated GitHub repository providing R programs and solutions to selected exercises, ensuring continued access to evolving software developments  With refreshed content throughout, this edition serves as an essential reference for statisticians, data scientists, and researchers working with spatial data. Graduate students and professionals seeking a deep understanding of Bayesian spatial modeling will find this volume an invaluable resource for both theory and practice.","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51597389234449,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ GARDNERS","offer_id":51597389431057,"sku":"NGR9781032508559","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52475766309137,"sku":"NLS9781032508559","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":52933873598737,"sku":"NIN9781032508559","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1032508558.jpg?v=1755599075"}],"url":"https:\/\/www.worldofbooks.com\/en-ie\/collections\/author-books-by-sudipto-banerjee.oembed","provider":"World of Books ","version":"1.0","type":"link"}