Specifying and Estimating Multi-Level Models for Geographical Research
Bibliographic Data
| ID | 8962152 |
|---|---|
| Authors | Kelvyn Jones (0000-0001-8398-2190, corresponding author) |
| Year | 1991 |
| Volume | 16 |
| Issue | 2 |
| Pages | 148-148 |
| Publication date | 1991-01-01 |
| Peer Reviewed | Yes |
| Open Access | No |
| Type | ARTICLE |
| Venue | Transactions of the Institute of British Geographers (JOURNAL) |
| Journal identifiers | ISSN: 0020-2754 • E-ISSN: 1475-5661 |
| Publisher | Wiley (PUBLISHER • GB) |
| DOI | 10.2307/622610 |
| OpenAlex | W2058801639 |
| Language | EN |
| Citations received | 72 |
| References cited | 9 |
It is argued that multi-level models based on shrinkage estimators represent a considerable improvement over single-level models estimated by ordinary-least squares. In substantive terms, the ML models allow relationships to vary in time and space according to context. Shrinkage estimators make very efficient use of the information contained in the hierprchical data sets that are estimated by ML models. A number of ML models for house-price variation are specified in terms of fixed and random, allowed-to-vary, effects. Empirical illustrations of some of these ML models are given for house-price variation in Southampton
Econometrics · Economic geography · Geography · Regional science · Statistics · demographic modeling and climate adaptation · Housing Market and Economics · Mathematics · Spatial and Panel Data Analysis
The diverse pathways of social inequality transmission in the neighbourhood
Geography
Historical GIS
Geographically Weighted Regression
Local Forms of Spatial Analysis
Geographically Weighted Regression
The spatial interactions among the neighborhoods of Dijon Métropole, France
Simulating the Spatial Heterogeneity of Housing Prices in Wuhan, China, by Regionally Geographically Weighted Regression
Delineating the Spatio‐Temporal Pattern of House Price Variation by Local Authority in England
Modelling residential segregation as unevenness and clustering
Exploring a multilevel approach with spatial effects to model housing price in San José, Costa Rica
Shedding new light on residential property price variation in England
Contextual Models of Urban House Prices
A multilevel analysis of pupils’ travel distance to primary school
Fear of crime as a political weapon
Ecological and individual effects in childhood immunisation uptake
Beyond the Anglo-Saxon Experience
Spatial statistics for urban analysis
Spatial statistics for urban analysis
An Introduction to Macro-Level Spatial Nonstationarity
Residential segregation and the fertility of immigrants and their descendants
Changing Patterns and Determinants of Interprovincial Migration in China 1985–2000
Mortality from non-Hodgkin lymphoma and UV exposure in the European Community
Residential location and daily travel distances
Exploring contextual variations in land use and transport analysis using a probit model with geographical weights
Socioeconomic determinants for diagnosed non‐communicable diseases among older people in China
Highlands management in a flood-prone watershed
What scale matters? exploring the relationships between individuals' social position, neighbourhood context and the scale of neighbourhood
Democratic Values in a Globalizing World
Medical geography
Quantitative methods II
Trends in quantitative methods I
Under examination
On inequality and health, again
Health and the Urban Environment
Evaluating the Effects of Geographic Contexts on Individual Accessibility
Commuting choices and residential built environments in Sweden, 1990–2010
Schools, land markets and spatial effects
Modelling inequality in reported long term illness in the UK
Traffic congestion, accessibility to employment, and housing prices
Elderly Mobility
A Multi-level Analysis of the Variations in Domestic Property Prices
The Impact of Area Context on Long Term Illness and Premature Mortality
Restructuring and women's reproductive health
Moving out of the Linear Rut
Social and political trust in Istanbul and Moscow
Unemployment in Non-Metropolitan Australia
The Distribution of Environmental Equity
What kind of quantitative methods for what kind of geography
Mixed Geographically Weighted XGBoost (M-GWXGB) Model
Modelling Complexity
Explaining Fixed Effects
People, Places and Regions
Spatial scale and the geographical polarization of the American electorate
Persistence of Matrilocal Postmarital Residence Across Multiple Generations in Southern Africa
Modelling Regional Migration in China
Distance between Home and Work
The Futures of Environment and Planning A
People or Places that Don't Matter? Individual and Contextual Determinants of the Geography of Discontent
Multilevel Perspectives on Modeling Census Data
Social epidemiology
Developing a Locally Adaptive Spatial Multilevel Logistic Model to Analyze Ecological Effects on Health Using Individual Census Records
Building Hierarchies of Retail Centers Using Bayesian Multilevel Models
On Spatial and Platial Dependence
Spatiotemporal Heterogeneities in the Causal Effects of Mobility Intervention Policies during the Covid-19 Outbreak
Ethnic Minority Unemployment and Local Labour Market Conditions in Great Britain
Poverty, Religious Differences, and Child Mortality in the Early Twentieth Century
Context, composition and heterogeneity
Confounded Local Inference
The relevance of multilevel statistical methods for identifying causal neighborhood effects
An exploratory multilevel analysis of income, income inequality and self-rated health of the elderly in China
Spatial Routes to Gender Wage (In)equality
Multilevel mixed linear model analysis using iterative generalized least squares
Quantitative Methods
A multilevel model of family planning availability and contraceptive use in rural Thailand
A Geographical Solution to Scale and Aggregation Problems in Region-Building, Partitioning and Spatial Modelling
Alternatives to a Positive Economic Geography
Linear Modelling with Clustered Observations
Ecological and individual effects in childhood immunisation uptake
Application of hierarchical linear models to assessing change
A Hierarchical Model for Studying School Effects
| Unique citing works | 72 |
|---|---|
| Citations per year | 2,06 |
| Citation span | 1991 - 2026 (36) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 71 |