Advances in the Analysis of Non-stationary Time Series: An Illustration of Cointegration and Error Correction Methods in Research on Crime and Immigration

Quality and Quantity

Volumn 37, Issue 2, 2003, Pages 151-168

  Lin, Zhiqiu ^a   Brannigan, Augustine ^b  

^a CARLETON UNIVERSITY   (Canada)

^b UNIVERSITY OF CALGARY   (Canada)

Author keywords

Cointegration; Error correction methods; Non stationary time series; Time series

Indexed keywords

EID: 0038365303     PISSN: 00335177     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1023367205756     Document Type: Article

References (42)

1. Akaike, Hirotugu (1974). A new look at the statistical model identification, IEE Transactions on Automatic Control, Vol. AC-19(6).
2. Allen, Michael Patrick & Campbell, John L. (1994). State revenue extraction from different income groups: variations in tax progressivity in the United States, 1916 to 1986, American Sociological Review 59: 169-186.
3. Avery, Donald (1979). Dangerous Classes: European Immigrant Workers and Labour Radicalism in Canada, 1896 1932. Toronto, Canada: McClelland and Stewart.
4. Banerjee, A., Dolado, J., Galbraith, J.W. & Hendry, D.F. (1993). Co-integration, Error-Correction and the Econometric Analysis of Non-Stationary Data. Oxford: Oxford University Press.
5. Boritch, H. & Hagan, J. (1987). Crime and the changing forms of class control: policing public order in Toronto the good 1895-1955. Social Forces 66(2): 307-335.
6. Box, G. E. P. & Jenkins, G. M. (1970). Time Series Analysis: Forecasting and Control. San Francisco: Holden Day.
7. Brannigan, A. and Zhiqiu Lin (1999). Where East Meets West: Police, Immigration and Public Order Crime in the Settlement of Canada from 1896 to 1940. Canadian Journal of Sociology 24(1): 87-107.
8. Cromwell, J., Labys, M. & Terraza, M. (1994). Univariate Testsfor Time Series Models. London: Sage Publications.
9. Cuthbertson, K., Hall, S.G. & Taylor, M.P. (1992). Applied Econometric Techniques. New York: Philip Allan.
10. Dickey, D. & Fuller, W. (1979). Distribution of estimators for autoregressive time series with a unit root. Journal of the American Statistical Association 74: 1057-1072.
11. Engle, R. & Granger, C. W. (1987). "Cointegration and error correction: representation, estimation and testing. Econometrica 55(2): 251-276. Reprinted (1991) in R. Engle & C. W. Granger (eds.), Long-Run Economic Relationships: Readings in Cointegration. Oxford: Oxford University Press.
12. Engle, R. & Yoo, B. S. (1987). Forecasting and testing in co-integrated systems. Journal of Econometrics 35: 143-159.
13. Garnier, M., Hage, J. & Fuller, B. (1989). The stronge state, social class and controlled school expansion in France, 1881-1975. American Journal of Sociology 95(2): 279-306.
14. Gilbert, Christopher L. (1990). Professor Hendry's econometric methodology, in C. W. J. Granger (ed.), Modelling Economic Series: Readings in Econometric Methodology. Oxford: Oxford University Press, pp. 279-303.
15. Gillis, A. R. (1989). Crime and state surveillance in nineteenth-century France. American Journal of Sociology 95: 307-341.
16. Gillis, A. R. (1994). Literacy and the civilization of violence in 19th-century France. Sociological Forum 9(3): 371-401.
17. Gillis, A. R. (1996). So long as they both shall live: marital dissolution and the decline of domestic homicide in France, 1852-1909. American Journal of Sociology 101(5): 1273-1305.
18. Granato, Jim & West, William (1994). Words and deeds: symbolic politics and decision making at the Federal Reserve. Economics and Politics 6(3): 231-253.
19. Granger, C. W. & Newbold, P. (1974). Spurious regressions in econometrics. Journal of Econometrics 2: 111-120.
20. Granger, C. W. & Newbold, P. (1986). Forecasting Economic Time Series, 2nd edn. New York: Academic Press.
21. Grant II, D. S. (1995). The political economy of business failures across the American States, 1970-1985. American Sociological Review 60: 851-873.
22. Hamilton, James D. (1994). Time Series Analysis. Princeton, NJ: Princeton University Press.
23. Hargreaves, Colin (1994). A review of methods of estimating cointegrating relationships, in Colin Hargreaves (ed.), Nonstationarity Time Series Analysis and Cointegration, Oxford: Oxford University Press, pp. 87-132.
24. Hendry, D. F. (1986). Econometric modelling with co-integrated variables: an overview. Oxford Bulletin of Economics and Statistics 48: 201-212.
25. Hendry, D. F. (1991). Econometric modelling with cointegrated variables: an overview, in R. Engle & C. W. Granger (eds.), Long-Run Economic Relationships: Readings in Cointegration. Oxford: Oxford University Press, pp. 81-112.
26. Hendry, D. F. & Richard, J. F. (1982). On the formulation of dynamic models in econometrics. Journal of Econometrics 20: 3-30.
27. Johansen, S. (1988). Statistical analysis of cointegration vectors. Journal of Economic Dynamics and Control 12: 231-254.
28. Johansen, S. & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration - with applications to the demand for money. Oxford Bulletin of Economics and Statistics 52: 169-210.
29. Kennedy, Peter (1992). A Guide to Econometrics, 3rd edn. Cambridge, MA: MIT Press.
30. Lane, Roger (1968). Crime and criminal statistics in nineteenth-century Massachusetts. Journal of Social History Winter: 156-163.
31. Lane, Roger (1980). Urban homicide in the nineteenth century: some lessons for the twentieth, in James A. Inciardi & Charles E. Faupel (eds.), History and Crime. London: Sage Publications.
32. Mills, Terence C. (1990). Time Series Techniquesfor Economists. Cambridge: Cambridge University Press.
33. MacKinnon, J. (1991). Critical values for cointegration tests, in Engle & Granger (eds.), Long-Run Economic Relationships. New York: Oxford University Press.
34. Mizon, Grayham E. (1995). A simple message for autocorrelation correctors: don't. Journal of Econometrics 69: 267-299.
35. Monkkonen, E. H. (1981). Police in Urban America, 1860-1920. New York: Cambridge University Press.
36. Nielsen, F. & Alderson, A. S. (1995). Income inequality, development, and dualism: results from an unbalanced cross-nation panel. American Sociological Review 60: 674-701.
37. Ostrom, Charles W. (1990). Time Series Analysis Regression Techniques, 2nd edn. Thousand Oaks: Sage.
38. Phillips, P. C. B. (1986). Understanding spurious regression in econometrics. Journal of Econometrics 33: 311-340.
39. Schwarz, G. (1978). Estimating the dimension of a model. Annuals of Statistics 6: 461-464.
40. Stock, J. H. (1987). Asymptotic properties of least squares estimators of co-integrating vectors. Econometrica 55: 1035-1056.
41. Stone, L. (1987). The Past and the Present Revisited. London: Routledge and Kegan Paul.
42. Western, B. (1995). A comparative study of working-class disorganization: union decline in eighteen advanced capitalist countries. American Sociological Review 60: 179-201.