The Application Of A Spatial Regression Model To The Analysis And Mapping Of Poverty

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The Application of a Spatial Regression Model to the Analysis and Mapping of Poverty

Author : Alessandra Petrucci
Publisher : Food & Agriculture Org.
ISBN 13 : 9789251049730
Total Pages : 68 pages
Book Rating : 4.0/5 (497 download)

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Book Synopsis The Application of a Spatial Regression Model to the Analysis and Mapping of Poverty by : Alessandra Petrucci

Download or read book The Application of a Spatial Regression Model to the Analysis and Mapping of Poverty written by Alessandra Petrucci and published by Food & Agriculture Org.. This book was released on 2003 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt: Poverty mapping in developing countries is used to identify ways to improve living standards and, until now, methods have been generally based on econometric models which do not take into account the spatial dependence that may exist in human societies, with regard to income distribution. This report uses spatial regression techniques to model more accurately the distribution of poverty across regions in Ecuador.

Spatial Regression Models

Author : Michael D. Ward
Publisher : SAGE Publications
ISBN 13 : 1544328842
Total Pages : 129 pages
Book Rating : 4.5/5 (443 download)

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Book Synopsis Spatial Regression Models by : Michael D. Ward

Download or read book Spatial Regression Models written by Michael D. Ward and published by SAGE Publications. This book was released on 2018-04-10 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatial Regression Models illustrates the use of spatial analysis in the social sciences within a regression framework and is accessible to readers with no prior background in spatial analysis. The text covers different modeling-related topics for continuous dependent variables, including: mapping data on spatial units, exploratory spatial data analysis, working with regression models that have spatially dependent regressors, and estimating regression models with spatially correlated error structures. Using social sciences examples based on real data, Michael D. Ward and Kristian Skrede Gleditsch illustrate the concepts discussed, and show how to obtain and interpret relevant results. The examples are presented along with the relevant code to replicate all the analysis using the R package for statistical computing. Users can download both the data and computer code to work through all the examples found in the text. New to the Second Edition is a chapter on mapping as data exploration and its role in the research process, updates to all chapters based on substantive and methodological work, as well as software updates, and information on estimation of time-series, cross-sectional spatial models.

Spatial Regression Models for the Social Sciences

Author : Guangqing Chi
Publisher : SAGE Publications
ISBN 13 : 1544302053
Total Pages : 229 pages
Book Rating : 4.5/5 (443 download)

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Book Synopsis Spatial Regression Models for the Social Sciences by : Guangqing Chi

Download or read book Spatial Regression Models for the Social Sciences written by Guangqing Chi and published by SAGE Publications. This book was released on 2019-03-06 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatial Regression Models for the Social Sciences shows researchers and students how to work with spatial data without the need for advanced mathematical statistics. Focusing on the methods that are commonly used by social scientists, Guangqing Chi and Jun Zhu explain what each method is and when and how to apply it by connecting it to social science research topics. Throughout the book they use the same social science example to demonstrate applications of each method and what the results can tell us.

Encyclopedia of World Poverty

Author : Mehmet Odekon
Publisher : SAGE
ISBN 13 : 1412918073
Total Pages : 1761 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis Encyclopedia of World Poverty by : Mehmet Odekon

Download or read book Encyclopedia of World Poverty written by Mehmet Odekon and published by SAGE. This book was released on 2006 with total page 1761 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides extensive and current information, as well as insight into the contemporary debate on poverty, and contains over 800 original articles written by more than 125 renowned scholars.

Choosing a Method for Poverty Mapping

Author : Benjamin Davis
Publisher : Food & Agriculture Org.
ISBN 13 : 9789251049204
Total Pages : 64 pages
Book Rating : 4.0/5 (492 download)

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Book Synopsis Choosing a Method for Poverty Mapping by : Benjamin Davis

Download or read book Choosing a Method for Poverty Mapping written by Benjamin Davis and published by Food & Agriculture Org.. This book was released on 2003 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents and compares a large selection of poverty and food-security mapping methodologies in use. The choice of a poverty-mapping methodology depends on a number of logical and legitimate considerations, such as the objectives of the poverty mapping exercise, philosophical views on poverty, limits on data and analytical capacity, and cost.

Land Cover Classification System

Author : Antonio Di Gregorio
Publisher : Food & Agriculture Org.
ISBN 13 : 9789251053270
Total Pages : 212 pages
Book Rating : 4.0/5 (532 download)

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Book Synopsis Land Cover Classification System by : Antonio Di Gregorio

Download or read book Land Cover Classification System written by Antonio Di Gregorio and published by Food & Agriculture Org.. This book was released on 2005 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Based on the original software version 1 prepared by Antonio Di Gregorio and Louisa J.M. Jansen."

Analysis of Poverty Data by Small Area Estimation

Author : Monica Pratesi
Publisher : John Wiley & Sons
ISBN 13 : 1118815017
Total Pages : 485 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Analysis of Poverty Data by Small Area Estimation by : Monica Pratesi

Download or read book Analysis of Poverty Data by Small Area Estimation written by Monica Pratesi and published by John Wiley & Sons. This book was released on 2016-02-23 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to implementing SAE methods for poverty studies and poverty mapping There is an increasingly urgent demand for poverty and living conditions data, in relation to local areas and/or subpopulations. Policy makers and stakeholders need indicators and maps of poverty and living conditions in order to formulate and implement policies, (re)distribute resources, and measure the effect of local policy actions. Small Area Estimation (SAE) plays a crucial role in producing statistically sound estimates for poverty mapping. This book offers a comprehensive source of information regarding the use of SAE methods adapted to these distinctive features of poverty data derived from surveys and administrative archives. The book covers the definition of poverty indicators, data collection and integration methods, the impact of sampling design, weighting and variance estimation, the issue of SAE modelling and robustness, the spatio-temporal modelling of poverty, and the SAE of the distribution function of income and inequalities. Examples of data analyses and applications are provided, and the book is supported by a website describing scripts written in SAS or R software, which accompany the majority of the presented methods. Key features: Presents a comprehensive review of SAE methods for poverty mapping Demonstrates the applications of SAE methods using real-life case studies Offers guidance on the use of routines and choice of websites from which to download them Analysis of Poverty Data by Small Area Estimation offers an introduction to advanced techniques from both a practical and a methodological perspective, and will prove an invaluable resource for researchers actively engaged in organizing, managing and conducting studies on poverty.

Spatial Regression Models

Author : Michael Don Ward
Publisher : SAGE
ISBN 13 : 1412954150
Total Pages : 113 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis Spatial Regression Models by : Michael Don Ward

Download or read book Spatial Regression Models written by Michael Don Ward and published by SAGE. This book was released on 2008-02-29 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: Assuming no prior knowledge this book is geared toward social science readers, unlike other volumes on this topic. The text illustrates concepts using well known international, comparative, and national examples of spatial regression analysis. Each example is presented alongside relevant data and code, which is also available on a Web site maintained by the authors.

Spatial Analysis and Modeling in Geographical Transformation Process

Author : Yuji Murayama
Publisher : Springer Science & Business Media
ISBN 13 : 9400706715
Total Pages : 301 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Spatial Analysis and Modeling in Geographical Transformation Process by : Yuji Murayama

Download or read book Spatial Analysis and Modeling in Geographical Transformation Process written by Yuji Murayama and published by Springer Science & Business Media. This book was released on 2011-02-26 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Currently, spatial analysis is becoming more important than ever because enormous volumes of spatial data are available from different sources, such as GPS, Remote Sensing, and others. This book deals with spatial analysis and modelling. It provides a comprehensive discussion of spatial analysis, methods, and approaches related to human settlements and associated environment. Key contributions with empirical case studies from Iran, Philippines, Vietnam, Thailand, Nepal, and Japan that apply spatial analysis including autocorrelation, fuzzy, voronoi, cellular automata, analytic hierarchy process, artificial neural network, spatial metrics, spatial statistics, regression, and remote sensing mapping techniques are compiled comprehensively. The core value of this book is a wide variety of results with state of the art discussion including empirical case studies. It provides a milestone reference to students, researchers, planners, and other practitioners dealing the spatial problems on urban and regional issues. We are pleased to announce that this book has been presented with the 2011 publishing award from the GIS Association of Japan. We would like to congratulate the authors!

Local Governance and Poverty in Developing Nations

Author : Nicky Pouw
Publisher : Routledge
ISBN 13 : 113648082X
Total Pages : 293 pages
Book Rating : 4.1/5 (364 download)

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Book Synopsis Local Governance and Poverty in Developing Nations by : Nicky Pouw

Download or read book Local Governance and Poverty in Developing Nations written by Nicky Pouw and published by Routledge. This book was released on 2013-06-17 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume examines the persistence of poverty - both rural and urban - in developing countries, and the response of local governments to the problem, exploring the roles of governments, NGOs, and CSOs in national and sub-national agenda-setting, policy-making, and poverty-reduction strategies. It brings together a rich variety of in-depth country and international studies, based on a combination of original data-collection and extensive research experience in developing countries. Taking a bottom-up and multi-dimensional perspective of poverty and well-being as the starting point, the authors develop a convincing set of arguments for putting the priorities of poor people first on any development agenda, thus carving out an undisputable role for local governance in interplay with higher-up governance actors and institutions.

Spatial Modeling in GIS and R for Earth and Environmental Sciences

Author : Hamid Reza Pourghasemi
Publisher : Elsevier
ISBN 13 : 0128156953
Total Pages : 800 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Spatial Modeling in GIS and R for Earth and Environmental Sciences by : Hamid Reza Pourghasemi

Download or read book Spatial Modeling in GIS and R for Earth and Environmental Sciences written by Hamid Reza Pourghasemi and published by Elsevier. This book was released on 2019-01-18 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatial Modeling in GIS and R for Earth and Environmental Sciences offers an integrated approach to spatial modelling using both GIS and R. Given the importance of Geographical Information Systems and geostatistics across a variety of applications in Earth and Environmental Science, a clear link between GIS and open source software is essential for the study of spatial objects or phenomena that occur in the real world and facilitate problem-solving. Organized into clear sections on applications and using case studies, the book helps researchers to more quickly understand GIS data and formulate more complex conclusions. The book is the first reference to provide methods and applications for combining the use of R and GIS in modeling spatial processes. It is an essential tool for students and researchers in earth and environmental science, especially those looking to better utilize GIS and spatial modeling. - Offers a clear, interdisciplinary guide to serve researchers in a variety of fields, including hazards, land surveying, remote sensing, cartography, geophysics, geology, natural resources, environment and geography - Provides an overview, methods and case studies for each application - Expresses concepts and methods at an appropriate level for both students and new users to learn by example

Geographically Weighted Regression

Author : A. Stewart Fotheringham
Publisher : John Wiley & Sons
ISBN 13 : 0470855258
Total Pages : 282 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Geographically Weighted Regression by : A. Stewart Fotheringham

Download or read book Geographically Weighted Regression written by A. Stewart Fotheringham and published by John Wiley & Sons. This book was released on 2003-02-21 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geographical Weighted Regression (GWR) is a new local modelling technique for analysing spatial analysis. This technique allows local as opposed to global models of relationships to be measured and mapped. This is the first and only book on this technique, offering comprehensive coverage on this new 'hot' topic in spatial analysis. * Provides step-by-step examples of how to use the GWR model using data sets and examples on issues such as house price determinants, educational attainment levels and school performance statistics * Contains a broad discussion of and basic concepts on GWR through to ideas on statistical inference for GWR models * uniquely features accompanying author-written software that allows users to undertake sophisticated and complex forms of GWR within a user-friendly, Windows-based, front-end (see book for details).

Spatial Analysis Methods and Practice

Author : George Grekousis
Publisher : Cambridge University Press
ISBN 13 : 1108498981
Total Pages : 535 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Spatial Analysis Methods and Practice by : George Grekousis

Download or read book Spatial Analysis Methods and Practice written by George Grekousis and published by Cambridge University Press. This book was released on 2020-06-11 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introductory overview of spatial analysis and statistics through GIS, including worked examples and critical analysis of results.

Geographical Information System and Crime Mapping

Author : Monika Kannan
Publisher : CRC Press
ISBN 13 : 1000225976
Total Pages : 274 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Geographical Information System and Crime Mapping by : Monika Kannan

Download or read book Geographical Information System and Crime Mapping written by Monika Kannan and published by CRC Press. This book was released on 2020-11-29 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geographical Information System and Crime Mapping features a diverse array of Geographic Information System (GIS) applications in crime analysis, from general issues such as GIS as a communication process, interjurisdictional mapping and data sharing to specific applications in tracking serial killers and predicting violence-prone zones. It supports readers in developing and implementing crime mapping techniques. The distribution of crime is explained with reference to theories of human ecology, transport network, built environment, housing markets, and forms of urban management, including policing. Concepts are supported with relevant case studies and real-time crime data to illustrate concepts and applications of crime mapping. Aimed at senior undergraduate, graduate students, professionals in GIS, Crime Analysis, Spatial Analysis, Ergonomics and human factors, this book: Provides an update of GIS applications for crime mapping studies Highlights growing potential of GIS for crime mapping, monitoring, and reduction through developing and implementing crime mapping techniques Covers Operational Research, Spatial Regression model, Point Analysis and so forth Builds models helpful in police patrolling, surveillance and crime mapping from a technology perspective Includes a dedicated section on case studies including exercises and data samples

Geographical Targeting for Poverty Alleviation

Author : David Bigman
Publisher : World Bank Publications
ISBN 13 : 9780821346259
Total Pages : 328 pages
Book Rating : 4.3/5 (462 download)

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Book Synopsis Geographical Targeting for Poverty Alleviation by : David Bigman

Download or read book Geographical Targeting for Poverty Alleviation written by David Bigman and published by World Bank Publications. This book was released on 2000-01-01 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: .."in many developing countries, there are large differences in economic conditions and the standard of living between regions, and even between communities within the same region. In many countries, poverty has a clear geographic dimension, since the poor are often concentrated in pockets of poverty. Therefore, the design of poverty alleviation policies must also have a signficant spatial component." Although development projects are carefully designed and meticulously evaluated for cost effectiveness and benefits, too many of them are not sufficiently targeted geographically. The growing availability and use of spatial data, organized in a computer system such as a geographical information system (GIS), makes it more feasible to analyze the impact of projects in specific locales and to achieve more effective targeting. 'Geographical Targeting for Poverty Alleviation' introduces the basic concepts of a GIS. It also demonstrates how to organize geographic and nongeographic data. In addition, it presents different methods for using the data of the Household Income and Expenditure Survey, together with other surveys and the population census, to provide estimates for the standard of living and the incidence of poverty incidence in different geographical areas of a country. Ultimately, these estimates should be used to establish guidelines for targeting poverty alleviation projects. This publication illustrates different GIS applications for identifying the project's target population, determining the project's spatial 'sphere of influence' or deciding where to locate public facilities. This publication is of interest to task managers, economists, development researchers, and geographers.

Statistical Methods for Spatial Planning and Monitoring

Author : Silvestro Montrone
Publisher : Springer Science & Business Media
ISBN 13 : 8847027500
Total Pages : 167 pages
Book Rating : 4.8/5 (47 download)

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Book Synopsis Statistical Methods for Spatial Planning and Monitoring by : Silvestro Montrone

Download or read book Statistical Methods for Spatial Planning and Monitoring written by Silvestro Montrone and published by Springer Science & Business Media. This book was released on 2012-10-24 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book aims to investigate methods and techniques for spatial statistical analysis suitable to model spatial information in support of decision systems. Over the last few years there has been a considerable interest in these tools and in the role they can play in spatial planning and environmental modelling. One of the earliest and most famous definition of spatial planning was “a geographical expression to the economic, social, cultural and ecological policies of society”: borrowing from this point of view, this text shows how an interdisciplinary approach is an effective way to an harmonious integration of national policies with regional and local analysis. A wide range of spatial models and techniques is, also, covered: spatial data mining, point processes analysis, nearest neighbor statistics and cluster detection, Fuzzy Regression model and local indicators of spatial association; all of these tools provide the policy-maker with a valuable support to policy development.

Spatial Analysis Using Big Data

Author : Yoshiki Yamagata
Publisher : Academic Press
ISBN 13 : 0128131322
Total Pages : 304 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Spatial Analysis Using Big Data by : Yoshiki Yamagata

Download or read book Spatial Analysis Using Big Data written by Yoshiki Yamagata and published by Academic Press. This book was released on 2019-11-03 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatial Analysis Using Big Data: Methods and Urban Applications helps readers understand the most powerful, state-of-the-art spatial econometric methods, focusing particularly on urban research problems. The methods represent a cluster of potentially transformational socio-economic modeling tools that allow researchers to capture real-time and high-resolution information to potentially reveal new socioeconomic dynamics within urban populations. Each method, written by leading exponents of the discipline, uses real-time urban big data to solve research problems in spatial science. Urban applications of these methods are provided in unsurpassed depth, with chapters on surface temperature mapping, view value analysis, community clustering and spatial-social networks, among many others. - Reviews some of the most powerful and challenging modern methods to study big data problems in spatial science - Provides computer codes written in R, MATLAB and Python to help implement methods - Applies these methods to common problems observed in urban and regional economics