참고문헌
- Belsley, D.A., Kuh, E., and Welsch, R.E. (1980) Regression Diagnostics: Identifying Influential Data and Sources of Collinearity, John Wiley & Sons.
- Bentler, P.M., and Chou, C.P. (1987) Practical issues in structural modeling, Sociological Methods and Research, Vol. 16, No. 1, pp. 78-117. https://doi.org/10.1177/0049124187016001004
- Bollen, K.A., and Jackman, R.W. (1985) Regression diagnostics: An expository treatment of outliers and influential cases, Sociological Methods & Research, Vol. 13 No. 4 pp. 510-542. https://doi.org/10.1177/0049124185013004004
- Chang, L.F., Lin, C.H., amd Su, M.D. (2008) Application of geographic weighted regression to establish flood-damage functions reflecting spatial variation, Water SA, Vol. 34, No. 2, pp. 209-216. https://doi.org/10.4314/wsa.v34i2.183641
- Dancey, C.P. and Reidy, J. (2011) Statistics without Maths for Psychology, 5th Ed., Prentice Hall, p.175
- Cook, R.D. (1977) Detection of Influential Observation in Linear Regression, Technometrics, Vol. 19, No. 1, pp. 15-18. https://doi.org/10.2307/1268249
- Cortes, M., Turco, M., Llasat-Botija, M., and Llasat, M.C. (2018) The relationship between precipitation and insurance data for floods in a Mediterranean region (northeast Spain), Natural Hazards and Earth System Sciences, Vol. 18, No. 3, pp. 857-868. https://doi.org/10.5194/nhess-18-857-2018
- EM-DAT (2020) The International Disaster Database, Retrieved from https://www.emdat.be/.
- Fox, J. (2008) Applied regression analysis and generalized linear models, 2nd ed, Thousand Oaks, CA: Sage.
- Green, S.B. (1991) How many subjects it take to do a regression analysis?, Multivariate Behavioral Research, Vol. 26, No. 3, pp. 499-510. https://doi.org/10.1207/s15327906mbr2603_7
- Halinski, R.S., and Feldt, L.S. (1970) The selection of variables in multiple regression analysis, Journal of Educational Measurement, Vol. 7, No. 3, pp. 151-157. https://doi.org/10.1111/j.1745-3984.1970.tb00709.x
- Harris, R.J. (1975) Primer of Multivariate Statistics, Academic Press.
- Hoaglin, D.C., and Welsch, R.E. (1978) The hat matrix in regression and ANOVA, The American Statistician, Vol. 32, No. 1, pp. 17-22. https://doi.org/10.2307/2683469
- IPCC (2014) Climate Change 2014: Impacts, Adaptation, and Vulnerability.
- Jang, O.J., and Kim, Y.O. (2009) Flood Risk Estimation Using Regional Regression Analysis, Journal of the Korean Society of Hazard Mitigation, Vol. 9, No. 4, pp. 71-80.
- Kim, J.S., Choi, C.H., Lee, J. S., and Kim, H.S. (2017) Damage Prediction Using Heavy Rain Risk Assessment: (2) Development of Heavy Rain Damage Prediction Function, Journal of the Korean Society of Hazard Mitigation, Vol. 17, No. 2, pp. 361-370. https://doi.org/10.9798/KOSHAM.2017.17.2.361
- KMA (2020) Korean Climate Change Assessment Report 2020.
- Lee, H.J., Ryu, S.H., Won, S.H., Jo, E.J., Kim, S.W., and Joe, G.H. (2016) A Study on Model of Heavy Rain Risk Prediction Using Influencing Factors of Flood Damage, Journal of the Korean Society of Hazard Mitigation, Vol. 16, No. 3, pp. 39-45. https://doi.org/10.9798/KOSHAM.2016.16.3.39
- MOIS (2018) Statistical yearbook of natural disaster 2018.
- Miller, D.E., and Kunce, J.T. (1973) Prediction and statistical overkill revisited, Measurement and Evaluation in Guidance, Vol. 6, No. 3, pp. 157-163. https://doi.org/10.1080/00256307.1973.12022590
- Moore, D.S., Notz, W.I., and Flinger, M.A. (2013) The basic practice of statistics (6th ed.), W. H. Freeman and Company.
- Nunnally, J.C., and Bernstein, I.H. (1994) Psychometric Theory : 3rd edition, Mc Graw-Hill.
- Oak, Y.S., Jeong, M.S., Lee, Y.K., and Lee, C.H. (2017) A Study on the Estimation of Flood Damage Using Frequency Analysis in Gyeongbuk Province, Journal of the Korean Society of Hazard Mitigation, Vol. 17, No. 2, pp. 277-286. https://doi.org/10.9798/KOSHAM.2017.17.2.277
- Park, D.H., Ahn, J.H., and Choi, Y.J. (2011) Correlation between Storm Characteristics and Flood Damage, Korean Wetlands Society, Vol. 13, No. 2, pp. 219-229.
- Spekkers, M.H., Kok, M., Clemens, F.H.L.R., and ten Veldhuis, J.A.E. (2013) A statistical analysis of insurance damage claims related to rainfall extremes, Hydrology and Earth System Sciences, Vol. 17, No. 3, pp. 913-922. https://doi.org/10.5194/hess-17-913-2013
- Spekkers, M.H., Kok, M., Clemens, F.H.L. R., and ten Veldhuis, J.A.E. (2014) Decision-tree analysis of factors influencing rainfall-related building structure and content damage, Natural hazards and earth system sciences, Vol. 14, No. 9, pp. 2531-2547. https://doi.org/10.5194/nhess-14-2531-2014
- Suzuki, N., Olson , D.H., and Reilly, E.C. (2007) Developing landscape habitat models for rare amphibians with small gegraphic ranges : A case study of Siskiyou Mountains salamanders in the western USA, Biodiversity and Conservation, Vol. 17, No. 9, pp. 2197-2218. https://doi.org/10.1007/s10531-007-9281-4