Spatially varying development mechanisms in the Greater Beijing Area: A geographically weighted regression investigation

Annals of Regional Science

Volumn 40, Issue 1, 2006, Pages 173-190

  Yu, Dan Lin ^a  

^a MONTCLAIR STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MODELING; REGIONAL DEVELOPMENT; REGRESSION ANALYSIS; SPATIAL ANALYSIS;

ASIA; BEIJING [CHINA]; CHINA; EURASIA; FAR EAST;

EID: 33645214066     PISSN: 05701864     EISSN: 14320592     Source Type: Journal    
DOI: 10.1007/s00168-005-0038-2     Document Type: Article

References (47)

1. Anselin L (1988) Spatial econometrics: Methods and models. Kluwer Academic, Dordrecht
2. Anselin L (2001) Spatial econometrics. In: Baltagi B (ed) A companion to theoretical econometrics. Basil Blackwell, Oxford pp310-330
3. Bailey TC, Gatrell AC (1995) Interactive spatial data analysis. Longman Scientific and Technical, Essex
4. Barro RJ, Sala-I-Martin X (1991) Convergence across states and regions. Brookings Pap Econ Act 1:107-182
5. Barro RJ, Sala-I-Martin X (1992) Convergence. J Polit Econy 100:223-251
6. Barro RJ, Sala-I-Martin X (1995) Economic growth. McGraw-Hill, New York
7. Brent R (1973) Algorithms for minimization without derivatives. Prentice-Hall, Englewood Cliffs, New Jersey
8. Brunsdon C, Fotheringham AS, Charlton M (1996) Geographically weighted regression: A method for exploring spatial nonstationarity. Geogr Anal28:281-298
9. Brunsdon C, Fotheringham AS, Charlton M (1999) Some notes on parametric significance tests for geographically weighted regression. J Reg Sci 39(3):497-524
10. Cleveland WS (1979) Robust locally weighted regression and smoothing scatterplots. J Am Stat Assoc 74:829-836
11. Cliff AD, Ord JK (1981) Spatial processes: Methods and applications. Pion, London
12. Cressie N (1991) Statistics for spatial data. Wiley, New York
13. Fan CC (1995a) Of belts and ladders: State policy and uneven regional development in post-Mao China. Annals Assoc Am Geogr 85(3):421-449
14. Fan CC (1995b) Developments from above, below and outside: Spatial impacts of China's economic reforms in Jiangsu and Guangdong provinces. Chin Environ Dev 6(1&2):85-116
15. Fan CC (1997) Uneven development and beyond: Regional development theory in post-Mao China. Int J Urban Reg Res 21(4):620-639
16. Fotheringham AS, Charlton M, Brunsdon C (1996) The geography of parameter space: An investigation of spatial non-stationarity. Int J Geogr Inf Syst 10(5):605-627
17. Fotheringham AS, Brunsdon C (1999) Local forms of spatial analysis. Geogr Anal 31:340-358
18. Fotheringham AS, Brunsdon C, Charlton M (1997) Two techniques for exploring non-stationarity in geographical data. Geogr Syst 4:59-82
19. Fotheringham AS, Brunsdon C, Charlton M (1998) Geographically weighted regression: A natural evolution of the expansion method for spatial data analysis. Environ Plann A 30:1905-1927
20. Fotheringham AS, Brunsdon C, Charlton M (2002) Geographically weighted regression: The analysis of spatially varying relationships. Wiley, West Sussex
21. Fujita M, Hu D (2001) Regional disparity in China 1985-1994: The effects of globalization and economic liberalization. The Annals Reg Sci 35:3-37
22. Griffith D (1988) Advanced spatial statistics. Kluwer, Dordrecht
23. Haining R (1990) Spatial data analysis in the social and environmental sciences. Cambridge University Press
24. Hebei Development and Planning Commission (2002) Lianghuan Kaifang Daidong Zhanlue: Yanjiu Yu Shijian Huibian (Strategies in Driven by Two Circles and Open-up: Research and practices). Hebei Develepment and Planning Commission, Shijiazhuang
25. Hurvich CM, Simonoff JS, Tsai CL (1998) Smoothing parameter selection in non-parametric regression using an improved Akaike information criterion. J R Stat Soc, Series B (Statistic Methodology) 60(2):271-293
26. Huang Y, Leung Y (2002) Analysing regional industrialization in Jiangsu province using geographically weighted regression. J Geogr Sys 4:233-249
27. Leung Y, Mei C-L, Zhang W-X (2000a) Statistical tests for spatial nonstationarity based on the geographically weighted regression model. Environ Plann A 32:9-32
28. Leung Y, Mei C-L, Zhang W-X (2000b) Testing for spatial autocorrelation among the residuals of the geographically weighted regression. Environ Plann A 32:871-890
29. Li Y (1999) Quyu Fazhan Xin Silu-Zhongguo Shehui Fazhan Bu Pingheng Dui Xiandiahua Jinchen De Yixiang Yu Duice (New thoughts in regional development-influences and countermeasures of socio-economic inequality on China's modernization). Economy Daily, Beijing
30. Lin GCS (1997) Red capitalism in South China. UBS, Vancouver
31. Lu D (1997) Zhongguo Yanhai Diqu 21 Shiji Chixu Fazhan (Sustainable development of China's coastal regions in the 21st century). Hubei Science and Technology, Wuhan
32. Mao H (1999) Tangshan Shi Kuashiji Jingji Shehui Fazhan Zhanlue (Socioeconomic development strategies for Tangshan). Xinhua, Beijing
33. Paez A, Uchida T, Miyamoto K (2002a) A general framework for estimation and inference of geographically weighted regression models:1. Location-specific kernel bandwidths and a test for local heterogeneity. Environ Plann A 34:733-754
34. Paez A, Uchida T, Miyamoto K (2002b) A general framework for estimation and inference of geographically weighted regression models:2. Spatial association and model specification tests. Environ Plann A 34:883-904
35. R Development Core Team (2004) R:A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-00-3, URL http://www.R-project.org
36. Rey SJ, Montouri BD (1999) US regional income convergence: A spatial econometric perspective. Regional Studies 33(2):143-156
37. Upton G, Fingleton B (1985) Spatial data analysis by example, Volume 1: point pattern and quantitative data. Wiley, Chichester
38. Wei YHD (1999) Regional inequality in China. Prog Hum Geogr 23:48-58
39. Wei YHD (2000) Regional development in China: States, globalization, and inequality. Routledge, London
40. Wei YHD (2002) Multiscale and multimechanisms of regional inequality in China: Implications for regional policy. J Contemp China 11(30):109-124
41. Wei YHD, Fan CC (2000) Regional inequality in China: A case study in Jiangsu province. Prof Geogr 52(3):455-469
42. Wei YHD, Ma LJC (1996) Changing patterns of spatial inequality in China, 1952-1990. Third World Plann Rev 18(2):177-191
43. Wei YHD, Kim S (2002) Widening inter-county inequality in Jiangsu province, China, 1950-95 J Dev Stud 38:142-164
44. Wei YHD, Ye X (2004) Regional inequality in China: A case study of Zhejiang province. Tijdschrift voor economische en sociale geografie (J Econ Soc Geogr) 95:44-60
45. Ying LG (2003) Understanding China's recent growth experience: A spatial econometric perspective. The Annals of Regional Science 37:613-628
46. Yu DL, Wei YHD (2003) Analyzing regional inequality in post-Mao China in a GIS environment. Eurasian Geography and Economics 44:514-534
47. Yu DL, Wu C (2004) Understanding population segregation from Landsat ETM+ imagery: A geographically weighted regression approach. GIScience and Remote Sensing 41(3):187-206