Log-Linear Models with Dependent Spatial Data
Bibliographic Data
| ID | 4139288 |
|---|---|
| Authors | B Fingleton (Department of Humanities, Cambridgeshire College of Arts and Technology, Cambridge, England, corresponding author) |
| Year | 1983 |
| Volume | 15 |
| Issue | 6 |
| Pages | 801-813 |
| Publication date | 1983-06-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Environment and Planning A Economy and Space (JOURNAL) |
| Journal identifiers | ISSN: 0308-518X • E-ISSN: 1472-3409 |
| Publisher | SAGE Publications Inc (PUBLISHER) |
| DOI | 10.1068/a150801 |
| OpenAlex | W2010688542 |
| Language | EN |
| Citations received | 6 |
| References cited | 23 |
Log-linear models are an appropriate means of determining the magnitude and direction of interactions between categorical variables that in common with other statistical models assume independent observations. Spatial data are often dependent rather than independent and thus the analysis of spatial data by log-linear models may erroneously detect interactions between variables that are spurious and are the consequence of pairwise correlations between observations. A procedure is described in this paper to accommodate these effects that requires only very minimal assumptions about the nature of the autocorrelation process given systematic sampling at intersection points on a square lattice
Autocorrelation · Categorical variable · Geography · Linear model · Log-linear model · Pairwise comparison · Spatial analysis · Spurious relationship · Statistics · Geochemistry and Geologic Mapping · Mathematics · Soil Geostatistics and Mapping · Spatial and Panel Data Analysis
Categorical Data with Inherent Spatial Dependence
Quantitative methods
Developments in Explanatory Discrete Spatial Data and Choice Analysis
Statistical Inference in Comparative Research
Log-Linear Modelling and Spatial Analysis
Independence, Stationarity, Categorical Spatial Data and the Chi-Squared Test
The Analysis of Categorical Data from Complex Sample Surveys
Analysing univariate maps
Estimating Linear Models with Spatially Distributed Data
Log-linear models, screening and regional industrial surveys
Log-Linear Models in Geography
A Test for Spatial Autocorrelation in Choropleth Maps Based upon a Modified X 2 Statistic
Quantitative Géography, 1967
Spatial Interdependencies in Population Distributions
Spatial Interdependencies in Population Distributions
Log-Linear Modelling of Geographical Contingency Tables
Independence, Stationarity, Categorical Spatial Data and the Chi-Squared Test
Linear Models with Spatially Distributed Data
| Citations per year | 0.14 |
|---|---|
| Citation span | 1983 - 1991 (9) |
| Highly cited | No |