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Title Details:
Goodness of fit Statistics
Authors: Kalogirou, Stamatis
Reviewer: Tsimpos, Kleon
Subject: ENGINEERING AND TECHNOLOGY > TECHNOLOGICAL SCIENCES AND ENGINEERING > RURAL AND SURVEYING ENGINEERING > GEOGRAPHY AND SPATIAL ANALYSIS
NATURAL SCIENCES AND AGRICULTURAL SCIENCES > EARTH SCIENCES > GEOGRAPHY > REGIONAL GEOGRAPHY
ENGINEERING AND TECHNOLOGY > TECHNOLOGICAL SCIENCES AND ENGINEERING > RURAL AND SURVEYING ENGINEERING > GEOGRAPHIC INFORMATION SYSTEMS (GIS)
ENGINEERING AND TECHNOLOGY > TECHNOLOGICAL SCIENCES AND ENGINEERING > RURAL AND SURVEYING ENGINEERING > GEOGRAPHIC INFORMATION SYSTEMS (GIS)
ENGINEERING AND TECHNOLOGY > TECHNOLOGICAL SCIENCES AND ENGINEERING > RURAL AND SURVEYING ENGINEERING > CARTOGRAPHY- GEOVISUALIZATION
LAW AND SOCIAL SCIENCES > DEMOGRAPHY > POPULATION SIZE AND DEMOGRAPHIC EVOLUTION > AGEING POPULATION
LAW AND SOCIAL SCIENCES > DEMOGRAPHY > POPULATION SIZE AND DEMOGRAPHIC EVOLUTION > REGIONAL DEMOGRAPHY
LAW AND SOCIAL SCIENCES > DEMOGRAPHY > HUMAN GEOGRAPHY > POPULATION GEOGRAPHY
NATURAL SCIENCES AND AGRICULTURAL SCIENCES > EARTH SCIENCES > GEOGRAPHY > HUMAN GEOGRAPHY > POPULATION GEOGRAPHY > NATIONAL MOBILITY AND MIGRATION
LAW AND SOCIAL SCIENCES > DEMOGRAPHY > POPULATION CHARACTERISTICS > AGE DISTRIBUTION
LAW AND SOCIAL SCIENCES > ECONOMIC SCIENCES > MATHEMATICAL AND QUANTITATIVE METHODS > ECONOMETRIC AND STATISTICAL METHODS AND METHODOLOGY: GENERAL
LAW AND SOCIAL SCIENCES > ECONOMIC SCIENCES > MATHEMATICAL AND QUANTITATIVE METHODS > ECONOMETRIC AND STATISTICAL METHODS: SPECIAL TOPICS
LAW AND SOCIAL SCIENCES > ECONOMIC SCIENCES > MATHEMATICAL AND QUANTITATIVE METHODS > DATA COLLECTION AND DATA ESTIMATION METHODOLOGY; COMPUTER PROGRAMS
Keywords:
Spatial Analysis
Spatial Statistics
Spatial Structure
Spatial Regression
Geographical Information Systems
Analysis Of Spatial Structures
Geostatistics
Geography
Geographically Weighted Regression
Spatial Autocorrelation
Cartogram
Statistical Data Analysis
Statistical Programming
Geographical Analysis
Spatial Econometrics
Internal Migration
Population Ageing
Spatial Distribution Of Income
Spatial Inequalities
Poverty Indices
Spatial Demography
Spatial Interaction Modelling
Description:
Abstract:
In addition to the classical hypothesis testing, and statistical measurements for performance statistics -known as Goodness of fit Statistics - there are other statistical tests specific to spatial data. This chapter presents the classic hypothesis testing relating to global linear models as well as hypothesis testing and goodness of fit statistics for local models. Also there is a discussion of issues such as controlling for local multicollinearity and multiple hypothesis. These issues have not been adequately presented in the literature of spatial analysis.
Linguistic Editors: Konachos, Dimitrios
Type: Chapter
Creation Date: 2015
Item Details:
License: http://creativecommons.org/licenses/by-nc-nd/3.0/gr
Handle http://hdl.handle.net/11419/5035
Bibliographic Reference: Kalogirou, S. (2015). Goodness of fit Statistics [Chapter]. In Kalogirou, S. 2015. SPATIAL ANALYSIS [Undergraduate textbook]. Kallipos, Open Academic Editions. https://hdl.handle.net/11419/5035
Language: Greek
Is Part of: SPATIAL ANALYSIS
Number of pages 12
Publication Origin: Kallipos, Open Academic Editions