메뉴 건너뛰기




Volumn 93, Issue 9, 2013, Pages 1701-1709

Method of median semi-variance for the analysis of left-censored data: Comparison with other techniques using environmental data

Author keywords

Data imputation; Detection limit; Non detected data; Trace elements

Indexed keywords

STATISTICAL METHODS;

EID: 84886432262     PISSN: 00456535     EISSN: 18791298     Source Type: Journal    
DOI: 10.1016/j.chemosphere.2013.05.041     Document Type: Article
Times cited : (15)

References (39)
  • 1
    • 84886403604 scopus 로고    scopus 로고
    • Characterization and Disposal of Drill Cuttings. Research Report (in Portuguese).
    • Amaral-Sobrinho, N.M.B., Zonta, E., Freitas, F.C., Magalhães, M.O., 2011. Characterization and Disposal of Drill Cuttings. Research Report (in Portuguese).
    • (2011)
    • Amaral-Sobrinho, N.M.B.1    Zonta, E.2    Freitas, F.C.3    Magalhães, M.O.4
  • 2
    • 84886433443 scopus 로고    scopus 로고
    • Monitoring of Heavy Metals in Soils, Virginia Tobacco and Agrochemicals: 2009 Crop. Research Report (in Portuguese).
    • Amaral-Sobrinho, N.M.B., Zonta, E., Zoffoli, H.J.O., Guedes, J.N., Souza, A.K.G., Luisi, M.V., Marcon, G., 2010. Monitoring of Heavy Metals in Soils, Virginia Tobacco and Agrochemicals: 2009 Crop. Research Report (in Portuguese).
    • (2010)
    • Amaral-Sobrinho, N.M.B.1    Zonta, E.2    Zoffoli, H.J.O.3    Guedes, J.N.4    Souza, A.K.G.5    Luisi, M.V.6    Marcon, G.7
  • 3
    • 43749084885 scopus 로고    scopus 로고
    • Evaluation of statistical treatments of left-censored environmental data using coincident uncensored data sets: I. Summary statistics
    • Antweiler R.C., Taylor H.C. Evaluation of statistical treatments of left-censored environmental data using coincident uncensored data sets: I. Summary statistics. Environ. Sci. Technol. 2008, 42:3732-3738.
    • (2008) Environ. Sci. Technol. , vol.42 , pp. 3732-3738
    • Antweiler, R.C.1    Taylor, H.C.2
  • 4
    • 21244465964 scopus 로고    scopus 로고
    • Handling of dioxin measurement data in the presence of non-detectable values: overview of available methods and their application in the Seveso chloracne study
    • Baccarelli A., Pfeffer R., Consonni D., Pesatori A.C., Bonzini M., Patterson D.G., Bertazzi P.A., Landi M.T. Handling of dioxin measurement data in the presence of non-detectable values: overview of available methods and their application in the Seveso chloracne study. Chemosphere 2005, 60:898-906.
    • (2005) Chemosphere , vol.60 , pp. 898-906
    • Baccarelli, A.1    Pfeffer, R.2    Consonni, D.3    Pesatori, A.C.4    Bonzini, M.5    Patterson, D.G.6    Bertazzi, P.A.7    Landi, M.T.8
  • 5
    • 65349168431 scopus 로고    scopus 로고
    • Relationships between concentrations of trace metals in wheat grains and soil
    • Baize D., Bellanger L., Tomassone R. Relationships between concentrations of trace metals in wheat grains and soil. Agron. Sustain. Dev. 2009, 29:297-312.
    • (2009) Agron. Sustain. Dev. , vol.29 , pp. 297-312
    • Baize, D.1    Bellanger, L.2    Tomassone, R.3
  • 6
    • 0025826674 scopus 로고
    • Analyzing censored environmental data using survival analysis: single sample techniques
    • Blackwood L.G. Analyzing censored environmental data using survival analysis: single sample techniques. Environ. Monit. Assess. 1991, 18:25-40.
    • (1991) Environ. Monit. Assess. , vol.18 , pp. 25-40
    • Blackwood, L.G.1
  • 8
    • 79952321562 scopus 로고    scopus 로고
    • A distribution-based multiple imputation method for handling bivariate pesticide data with values below the limit of detection
    • Chen H., Quandt S.A., Grzywacz J.G., Arcury T.A. A distribution-based multiple imputation method for handling bivariate pesticide data with values below the limit of detection. Environ. Health Perspect. 2011, 119:351-356.
    • (2011) Environ. Health Perspect. , vol.119 , pp. 351-356
    • Chen, H.1    Quandt, S.A.2    Grzywacz, J.G.3    Arcury, T.A.4
  • 9
    • 84946643955 scopus 로고
    • Simplified estimators for the normal distribution when samples are single censored or truncated
    • Cohen A.C. Simplified estimators for the normal distribution when samples are single censored or truncated. Technometrics 1959, 1:217-237.
    • (1959) Technometrics , vol.1 , pp. 217-237
    • Cohen, A.C.1
  • 10
    • 5244321664 scopus 로고
    • Tables for maximum likelihood estimates: singly truncated and singly censored samples
    • Cohen A.C. Tables for maximum likelihood estimates: singly truncated and singly censored samples. Technometrics 1961, 3:535-541.
    • (1961) Technometrics , vol.3 , pp. 535-541
    • Cohen, A.C.1
  • 11
    • 84856026721 scopus 로고    scopus 로고
    • Detection limits can influence the interpretation of pesticide monitoring data in Canadian surface waters
    • de Solla S.R., Struger J., McDaniel T.V. Detection limits can influence the interpretation of pesticide monitoring data in Canadian surface waters. Chemosphere 2012, 86:565-571.
    • (2012) Chemosphere , vol.86 , pp. 565-571
    • de Solla, S.R.1    Struger, J.2    McDaniel, T.V.3
  • 12
    • 84983059607 scopus 로고    scopus 로고
    • Management of left-censored data in dietary exposure assessment of chemical substances
    • EFSA - European Food Safety Authority
    • EFSA - European Food Safety Authority Management of left-censored data in dietary exposure assessment of chemical substances. EFSA J. 2010, 8:1557-1653.
    • (2010) EFSA J. , vol.8 , pp. 1557-1653
  • 15
    • 77950522573 scopus 로고    scopus 로고
    • Analysis of censored exposure data by constrained maximization of the Shapiro-Wilk W statistic
    • Flynn M. Analysis of censored exposure data by constrained maximization of the Shapiro-Wilk W statistic. Ann. Occup. Hyg. 2010, 54:263-271.
    • (2010) Ann. Occup. Hyg. , vol.54 , pp. 263-271
    • Flynn, M.1
  • 16
    • 77952312366 scopus 로고    scopus 로고
    • An accurate substitution method for analyzing censored data
    • Ganser G.H., Hewett P. An accurate substitution method for analyzing censored data. J. Occup. Environ. Hyg. 2010, 7:233-244.
    • (2010) J. Occup. Environ. Hyg. , vol.7 , pp. 233-244
    • Ganser, G.H.1    Hewett, P.2
  • 17
    • 0034990393 scopus 로고    scopus 로고
    • Estimating mean exposures from censored data: exposure to benzene in the Australian petroleum industry
    • Glass D.C., Gray C.N. Estimating mean exposures from censored data: exposure to benzene in the Australian petroleum industry. Ann. Occup. Hyg. 2001, 45:275-282.
    • (2001) Ann. Occup. Hyg. , vol.45 , pp. 275-282
    • Glass, D.C.1    Gray, C.N.2
  • 18
    • 26944476253 scopus 로고    scopus 로고
    • More than obvious: better methods for interpreting nondetect data
    • Helsel D.R. More than obvious: better methods for interpreting nondetect data. Environ. Sci. Technol. 2005, 39:419A-423A.
    • (2005) Environ. Sci. Technol. , vol.39
    • Helsel, D.R.1
  • 19
    • 33750969083 scopus 로고    scopus 로고
    • Fabricating data: how substituting values for nondetects can ruin results, and what can be done about it
    • Helsel D.R. Fabricating data: how substituting values for nondetects can ruin results, and what can be done about it. Chemosphere 2006, 65:2434-2439.
    • (2006) Chemosphere , vol.65 , pp. 2434-2439
    • Helsel, D.R.1
  • 20
    • 0024258641 scopus 로고
    • Estimation of descriptive statistics for multiply censored water quality data
    • Helsel D.R., Cohn T. Estimation of descriptive statistics for multiply censored water quality data. Water Resour. Res. 1988, 24:1997-2004.
    • (1988) Water Resour. Res. , vol.24 , pp. 1997-2004
    • Helsel, D.R.1    Cohn, T.2
  • 21
    • 42049101514 scopus 로고    scopus 로고
    • A comparison of several methods for analyzing censored data
    • Hewett P., Ganser G.H. A comparison of several methods for analyzing censored data. Ann. Occup. Hyg. 2007, 51:611-632.
    • (2007) Ann. Occup. Hyg. , vol.51 , pp. 611-632
    • Hewett, P.1    Ganser, G.H.2
  • 22
    • 0025261744 scopus 로고
    • Estimation of average concentration in the presence of nondetectable values
    • Hornung R.W., Reed L.D. Estimation of average concentration in the presence of nondetectable values. Appl. Occup. Environ. Hyg. 1990, 5:46-51.
    • (1990) Appl. Occup. Environ. Hyg. , vol.5 , pp. 46-51
    • Hornung, R.W.1    Reed, L.D.2
  • 23
    • 84886393457 scopus 로고    scopus 로고
    • INMETRO - Instituto Nacional de Metrologia, Normalização e Qualidade Industrial. Guidelines on Validation of Chemical Testing. DOQ-CGCRE-008 (in Portuguese).
    • INMETRO - Instituto Nacional de Metrologia, Normalização e Qualidade Industrial, 2003. Guidelines on Validation of Chemical Testing. DOQ-CGCRE-008 (in Portuguese).
    • (2003)
  • 24
    • 78751530723 scopus 로고    scopus 로고
    • Analysis of lognormally distributed exposure data with repeated measures and values below the limit of detection using SAS
    • Jin Y., Hein M.J., Deddens J.A., Hines C.J. Analysis of lognormally distributed exposure data with repeated measures and values below the limit of detection using SAS. Ann. Occup. Hyg. 2011, 55:97-112.
    • (2011) Ann. Occup. Hyg. , vol.55 , pp. 97-112
    • Jin, Y.1    Hein, M.J.2    Deddens, J.A.3    Hines, C.J.4
  • 25
    • 64749087767 scopus 로고    scopus 로고
    • Model-based imputation approach for data analysis in the presence of non-detects
    • Krishnamoorthy K., Mallick A., Matthew T. Model-based imputation approach for data analysis in the presence of non-detects. Ann. Occup. Hyg. 2009, 53:249-263.
    • (2009) Ann. Occup. Hyg. , vol.53 , pp. 249-263
    • Krishnamoorthy, K.1    Mallick, A.2    Matthew, T.3
  • 26
    • 0035943544 scopus 로고    scopus 로고
    • Comparison of methods for the estimation of statistical parameters of censored data
    • Kuttatharmmakul S., Massart D.L., Coomans D., Smeyers-Verbeke J. Comparison of methods for the estimation of statistical parameters of censored data. Anal. Chim. Acta 2001, 441:215-229.
    • (2001) Anal. Chim. Acta , vol.441 , pp. 215-229
    • Kuttatharmmakul, S.1    Massart, D.L.2    Coomans, D.3    Smeyers-Verbeke, J.4
  • 27
    • 0034177366 scopus 로고    scopus 로고
    • The mean and standard deviation of data, some of which are below the detection limit: an introduction to maximum likelihood estimation
    • Kuttatharmmakul S., Smeyers-Verbeke J., Massart D.L., Coomans D., Noack S. The mean and standard deviation of data, some of which are below the detection limit: an introduction to maximum likelihood estimation. Trends Anal. Chem. 2000, 19:215-222.
    • (2000) Trends Anal. Chem. , vol.19 , pp. 215-222
    • Kuttatharmmakul, S.1    Smeyers-Verbeke, J.2    Massart, D.L.3    Coomans, D.4    Noack, S.5
  • 28
    • 77952670722 scopus 로고    scopus 로고
    • A comparison of techniques for assessing central tendency in left-censored data using PCB and p,p'DDE contaminant concentrations from Michigan's Bald Eagle Biosentinel Program
    • Leith K.F., Bowerman W.W., Wierda M.R., Best D.A., Grubb T.G., Sikarske J.G. A comparison of techniques for assessing central tendency in left-censored data using PCB and p,p'DDE contaminant concentrations from Michigan's Bald Eagle Biosentinel Program. Chemosphere 2010, 80:7-12.
    • (2010) Chemosphere , vol.80 , pp. 7-12
    • Leith, K.F.1    Bowerman, W.W.2    Wierda, M.R.3    Best, D.A.4    Grubb, T.G.5    Sikarske, J.G.6
  • 30
    • 34250115918 scopus 로고
    • An examination of procedures for determining the number of cluster in a data set
    • Milligan G.W., Cooper M.C. An examination of procedures for determining the number of cluster in a data set. Psychometrika 1985, 50:159-179.
    • (1985) Psychometrika , vol.50 , pp. 159-179
    • Milligan, G.W.1    Cooper, M.C.2
  • 31
    • 77950533719 scopus 로고    scopus 로고
    • Handling results below the level of detection
    • Ogden T.L. Handling results below the level of detection. Ann. Occup. Hyg. 2010, 54:255-256.
    • (2010) Ann. Occup. Hyg. , vol.54 , pp. 255-256
    • Ogden, T.L.1
  • 32
    • 0001439402 scopus 로고
    • Approximating the Shapiro-Wilk W-test for non-normality
    • Royston P. Approximating the Shapiro-Wilk W-test for non-normality. Stat. Comput. 1992, 2:117-119.
    • (1992) Stat. Comput. , vol.2 , pp. 117-119
    • Royston, P.1
  • 33
    • 84886422460 scopus 로고    scopus 로고
    • SAS Institute Inc., SAS OnlineDoc® 9.2. SAS Institute Inc., Cary, NC.
    • SAS Institute Inc., 2010. SAS OnlineDoc® 9.2. SAS Institute Inc., Cary, NC.
    • (2010)
  • 34
    • 0000898845 scopus 로고
    • An analysis of variance test for normality: complete samples
    • Shapiro S.S., Wilk M.B. An analysis of variance test for normality: complete samples. Biometrika 1965, 52:591-611.
    • (1965) Biometrika , vol.52 , pp. 591-611
    • Shapiro, S.S.1    Wilk, M.B.2
  • 35
    • 0031171001 scopus 로고    scopus 로고
    • Analyzing censored water quality data using a non-parametric approach
    • She N. Analyzing censored water quality data using a non-parametric approach. J. Am. Water Resour. Assoc. 1997, 33:615-624.
    • (1997) J. Am. Water Resour. Assoc. , vol.33 , pp. 615-624
    • She, N.1
  • 36
    • 0037185472 scopus 로고    scopus 로고
    • Robust estimation of mean and variance using environmental data sets with below detection limit observations
    • Singh A., Nocerino J. Robust estimation of mean and variance using environmental data sets with below detection limit observations. Chemom. Intell. Lab. Syst. 2002, 60:69-86.
    • (2002) Chemom. Intell. Lab. Syst. , vol.60 , pp. 69-86
    • Singh, A.1    Nocerino, J.2
  • 37
    • 0037698346 scopus 로고    scopus 로고
    • Linear regression with type I interval and left-censored response data
    • Thompson M.L., Nelson K.P. Linear regression with type I interval and left-censored response data. Environ. Ecol. Stat. 2003, 10:221-230.
    • (2003) Environ. Ecol. Stat. , vol.10 , pp. 221-230
    • Thompson, M.L.1    Nelson, K.P.2
  • 39
    • 84886437881 scopus 로고    scopus 로고
    • Environmental Monitoring of the Area Affected by Lack of Control Oil Well 7-CN-3-ES, Field Cancã. Research Report (in Portuguese).
    • Zonta, E., Amaral-Sobrinho, N.M.B., Lima, E., Zoffoli, H.J.O., Freitas, F.C., Magalhães, M.O., 2009. Environmental Monitoring of the Area Affected by Lack of Control Oil Well 7-CN-3-ES, Field Cancã. Research Report (in Portuguese).
    • (2009)
    • Zonta, E.1    Amaral-Sobrinho, N.M.B.2    Lima, E.3    Zoffoli, H.J.O.4    Freitas, F.C.5    Magalhães, M.O.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.