The Application of a Spatial Regression Model to the Analysis and Mapping of Poverty PDF Download
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Author: Alessandra Petrucci
Publisher: Food & Agriculture Org.
ISBN: 9789251049730
Category : Business & Economics
Languages : en
Pages : 68
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Book Description
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.
Author: Alessandra Petrucci
Publisher: Food & Agriculture Org.
ISBN: 9789251049730
Category : Business & Economics
Languages : en
Pages : 68
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Book Description
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.
Author: Michael D. Ward
Publisher: SAGE Publications
ISBN: 1544328842
Category : Social Science
Languages : en
Pages : 129
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Book Description
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.
Author: Guangqing Chi
Publisher: SAGE Publications
ISBN: 1544302053
Category : Social Science
Languages : en
Pages : 229
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Book Description
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.
Author: Mehmet Odekon
Publisher: SAGE
ISBN: 1412918073
Category : Business & Economics
Languages : en
Pages : 1761
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Book Description
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.
Author: Benjamin Davis
Publisher: Food & Agriculture Org.
ISBN: 9789251049204
Category : Business & Economics
Languages : en
Pages : 64
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Book Description
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.
Author: Antonio Di Gregorio
Publisher: Food & Agriculture Org.
ISBN: 9789251053270
Category : Business & Economics
Languages : en
Pages : 212
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Book Description
"Based on the original software version 1 prepared by Antonio Di Gregorio and Louisa J.M. Jansen."
Author: Michael Don Ward
Publisher: SAGE
ISBN: 1412954150
Category : Mathematics
Languages : en
Pages : 113
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Book Description
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.
Author: Monica Pratesi
Publisher: John Wiley & Sons
ISBN: 1118815017
Category : Mathematics
Languages : en
Pages : 485
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Book Description
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.
Author: Yuji Murayama
Publisher: Springer Science & Business Media
ISBN: 9400706715
Category : Science
Languages : en
Pages : 301
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Book Description
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!
Author: Nicky Pouw
Publisher: Routledge
ISBN: 113648082X
Category : Social Science
Languages : en
Pages : 293
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Book Description
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.
