메뉴 건너뛰기




Volumn 13, Issue 7, 2008, Pages 641-646

Outlier detection in multivariate hydrologic data

Author keywords

Hydrologic data; Measurement; Statistics

Indexed keywords

NUMERICAL METHODS; SIGNAL DETECTION; VARIATIONAL TECHNIQUES;

EID: 45749115349     PISSN: 10840699     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)1084-0699(2008)13:7(641)     Document Type: Article
Times cited : (4)

References (24)
  • 1
    • 0000074279 scopus 로고
    • "General classes of influence measures for multivariate regression"
    • JSTNAL0162-1459
    • Barrett, B. E., and Ling, R. F. (1992). "General classes of influence measures for multivariate regression." J. Am. Stat. Assoc. JSTNAL0162-1459, 87(417), 184-191.
    • (1992) J. Am. Stat. Assoc. , vol.87 , Issue.417 , pp. 184-191
    • Barrett, B.E.1    Ling, R.F.2
  • 2
    • 0020752112 scopus 로고
    • "Outlier...s"
    • TCMTA20040-1706
    • Beckman, R. J., and Cook, R. D. (1983). "Outlier...s." Technometrics TCMTA20040-1706, 25, 119-145.
    • (1983) Technometrics , vol.25 , pp. 119-145
    • Beckman, R.J.1    Cook, R.D.2
  • 4
    • 45749085129 scopus 로고
    • "Floods in Indiana: Technical manual for estimating their magnitude and frequency"
    • USGS, Reston, Va
    • Davis, L. G. (1974). "Floods in Indiana: Technical manual for estimating their magnitude and frequency." Geological Survey Circular No. 710, USGS, Reston, Va.
    • (1974) Geological Survey Circular No. 710
    • Davis, L.G.1
  • 5
    • 0002611354 scopus 로고
    • "Ratios involving extreme values"
    • AASTAD0003-4851
    • Dixon, W. J. (1951). "Ratios involving extreme values." Ann. Math. Stat. AASTAD0003-4851, 22, 68-78.
    • (1951) Ann. Math. Stat. , vol.22 , pp. 68-78
    • Dixon, W.J.1
  • 6
    • 0015488645 scopus 로고
    • "Predicting sediment yield in the western United States"
    • JYCEAJ0044-796X
    • Flaxman, E. M. (1972). "Predicting sediment yield in the western United States." J. Hydr. Div. JYCEAJ0044-796X, 98(12), 2073-2085.
    • (1972) J. Hydr. Div. , vol.98 , Issue.12 , pp. 2073-2085
    • Flaxman, E.M.1
  • 7
    • 0002794255 scopus 로고
    • "Sample criteria for testing outlying observations"
    • AASTAD0003-4851
    • Grubbs, F. E. (1950). "Sample criteria for testing outlying observations." Ann. Math. Stat.AASTAD0003-4851, 21, 27-58.
    • (1950) Ann. Math. Stat. , vol.21 , pp. 27-58
    • Grubbs, F.E.1
  • 8
    • 0001556356 scopus 로고
    • "Identifying multiple outliers in multivariate data"
    • JSTBAJ0035-9246
    • Hadi, A. S. (1992). "Identifying multiple outliers in multivariate data." J. R. Stat. Soc. Ser. B (Methodol.) JSTBAJ0035-9246, 54(3), 761-771.
    • (1992) J. R. Stat. Soc. Ser. B (Methodol.) , vol.54 , Issue.3 , pp. 761-771
    • Hadi, A.S.1
  • 9
    • 85040877496 scopus 로고
    • Interagency Advisory Committee on Water Data (IACWD). Bulletin No. 17 B, Hydrology Committee, Reston, Va
    • Interagency Advisory Committee on Water Data (IACWD). (1982). Guidelines for determining flood flow frequency, Bulletin No. 17 B, Hydrology Committee, Reston, Va.
    • (1982) Guidelines for Determining Flood Flow Frequency
  • 10
    • 45749153603 scopus 로고
    • "Prediction models for investment in urban drainage systems"
    • Virginia Polytechnic Institute and State Univ., Blacksburg, Va
    • Knapp, J. W., and Rawls, W. J. (1969). "Prediction models for investment in urban drainage systems." Water Resources Center Bulletin 24, Virginia Polytechnic Institute and State Univ., Blacksburg, Va.
    • (1969) Water Resources Center Bulletin 24
    • Knapp, J.W.1    Rawls, W.J.2
  • 12
    • 0018503856 scopus 로고
    • "Comprehensive evaluation of statistical methods for water supply forecasting"
    • WARBAQ0043-1370
    • McCuen, R. H., Rawls, W. J., and Whaley, B. L. (1979). "Comprehensive evaluation of statistical methods for water supply forecasting." Water Resour. Bull. WARBAQ0043-1370, 15(4), 935-947.
    • (1979) Water Resour. Bull. , vol.15 , Issue.4 , pp. 935-947
    • McCuen, R.H.1    Rawls, W.J.2    Whaley, B.L.3
  • 13
    • 0040198884 scopus 로고
    • "The efficiency of statistical tools and a criterion for the rejection of outlying observations"
    • BIOKAX0006-3444
    • Pearson, E. S., and Chandra Sekar, C. (1936). "The efficiency of statistical tools and a criterion for the rejection of outlying observations." Biometrika BIOKAX0006-3444, 28, 308-320.
    • (1936) Biometrika , vol.28 , pp. 308-320
    • Pearson, E.S.1    Chandra Sekar, C.2
  • 14
    • 0016699095 scopus 로고
    • "Generalization of the gap test for the detection of multivariate outliers"
    • BIOMB60006-341X
    • Rohlf, F. J. (1975). "Generalization of the gap test for the detection of multivariate outliers." Biometrics BIOMB60006-341X, 31, 93-101.
    • (1975) Biometrics , vol.31 , pp. 93-101
    • Rohlf, F.J.1
  • 15
    • 0016509186 scopus 로고
    • "On the detection of many outliers"
    • TCMTA20040-1706
    • Rosner, B. (1975). "On the detection of many outliers." Technometrics TCMTA20040-1706, 17, 221-227.
    • (1975) Technometrics , vol.17 , pp. 221-227
    • Rosner, B.1
  • 16
    • 0020750980 scopus 로고
    • "Percentage points for a generalized ESD many-outlier procedure"
    • TCMTA20040-1706
    • Rosner, B. (1983). "Percentage points for a generalized ESD many-outlier procedure." Technometrics TCMTA20040-1706, 24, 165-172.
    • (1983) Technometrics , vol.24 , pp. 165-172
    • Rosner, B.1
  • 17
    • 84950439147 scopus 로고
    • "Unmasking multivariate outliers and leverage points"
    • JSTNAL0162-1459
    • Rousseeuw, P. J., and van Zomeren, B. C. (1990). "Unmasking multivariate outliers and leverage points." J. Am. Stat. Assoc. JSTNAL0162-1459, 85(411), 633-639.
    • (1990) J. Am. Stat. Assoc. , vol.85 , Issue.411 , pp. 633-639
    • Rousseeuw, P.J.1    van Zomeren, B.C.2
  • 18
    • 0040198888 scopus 로고
    • "The extreme value of the generalized distances of the individual points in the multivariate normal sample"
    • AISXAD0020-3157
    • Siotani, M. (1959). "The extreme value of the generalized distances of the individual points in the multivariate normal sample." Ann. Inst. Stat. Math. AISXAD0020-3157, 10, 183-208.
    • (1959) Ann. Inst. Stat. Math. , vol.10 , pp. 183-208
    • Siotani, M.1
  • 20
    • 0029733416 scopus 로고    scopus 로고
    • "Detection of outliers in Pearson type III data"
    • JHYEFF1084-069910.1061/(ASCE)1084-0699(1996)1:1(2)
    • Spencer, C. S., and McCuen, R. H. (1996). "Detection of outliers in Pearson type III data." J. Hydrol. Eng. JHYEFF1084-069910.1061/ (ASCE)1084-0699(1996)1:1(2), 1, 2-10.
    • (1996) J. Hydrol. Eng. , vol.1 , pp. 2-10
    • Spencer, C.S.1    McCuen, R.H.2
  • 21
    • 0013399120 scopus 로고
    • "Testing for a single outlier in a regression model"
    • SANABS0581-572X
    • Srikantan, K. S. (1961). "Testing for a single outlier in a regression model." Sankhya, Ser. A SANABS0581-572X, 23, 251-260.
    • (1961) Sankhya, Ser. A , vol.23 , pp. 251-260
    • Srikantan, K.S.1
  • 22
    • 0006764264 scopus 로고
    • "On a criterion for the rejection of observations and the distribution of the ratio of deviation to sample standard deviation"
    • BIOKAX0006-3444
    • Thompson, W. R. (1935). "On a criterion for the rejection of observations and the distribution of the ratio of deviation to sample standard deviation." Biometrika BIOKAX0006-3444, 32, 214-219.
    • (1935) Biometrika , vol.32 , pp. 214-219
    • Thompson, W.R.1
  • 23
    • 84977388833 scopus 로고
    • "Channel modification and macroinvertebrate diversity in small streams"
    • WARBAQ0043-1370
    • Whitaker, G. A., McCuen, R. H., and Brush, J. (1979). "Channel modification and macroinvertebrate diversity in small streams." Water Resour. Bull. WARBAQ0043-1370, 15(3), 864-879.
    • (1979) Water Resour. Bull. , vol.15 , Issue.3 , pp. 864-879
    • Whitaker, G.A.1    McCuen, R.H.2    Brush, J.3
  • 24
    • 0000640346 scopus 로고
    • "Multivariate statistical outliers"
    • SANABS0581-572X
    • Wilks, S. S. (1963). "Multivariate statistical outliers." Sankhya, Ser. A SANABS0581-572X, 25, 407-426.
    • (1963) Sankhya, Ser. A , vol.25 , pp. 407-426
    • Wilks, S.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.