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Volumn 359, Issue 1-2, 2005, Pages 1-26

The bootstrap: A technique for data-driven statistics. Using computer-intensive analyses to explore experimental data

Author keywords

Bootstrap; Computer intensive methods; Jackknife; Non parametric statistics; Permutation tests; Random number generation

Indexed keywords

ACCURACY; ANALYTICAL ERROR; BIOMEDICAL TECHNOLOGY ASSESSMENT; COMPUTER ANALYSIS; CONFIDENCE INTERVAL; CORRELATION ANALYSIS; DATA ANALYSIS; LINEAR REGRESSION ANALYSIS; MATHEMATICAL ANALYSIS; MEDICAL LITERATURE; MEDICAL RESEARCH; NONLINEAR REGRESSION ANALYSIS; PREDICTION; PRIORITY JOURNAL; PUBLICATION; REVIEW; STATISTICAL ANALYSIS; TECHNOLOGY; THEORETICAL STUDY;

EID: 23644442557     PISSN: 00098981     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cccn.2005.04.002     Document Type: Review
Times cited : (232)

References (144)
  • 1
    • 0028342421 scopus 로고
    • Transfer of technology from statistical journals to the biomedical literature. Past trends and future predictions
    • D. Altman, and S.N. Goodman Transfer of technology from statistical journals to the biomedical literature. Past trends and future predictions JAMA 272 1994 129 132
    • (1994) JAMA , vol.272 , pp. 129-132
    • Altman, D.1    Goodman, S.N.2
  • 2
    • 0002344794 scopus 로고
    • Bootstrap methods: Another look at the jackknife
    • B. Efron Bootstrap methods: another look at the jackknife Ann Stat 7 1979 1 26
    • (1979) Ann Stat , vol.7 , pp. 1-26
    • Efron, B.1
  • 3
    • 0037487078 scopus 로고    scopus 로고
    • Bootstrap methods
    • John Wiley & Sons New York
    • M.R. Chernick Bootstrap methods A practitioner's guide 1999 John Wiley & Sons New York 1 264
    • (1999) A Practitioner's Guide , pp. 1-264
    • Chernick, M.R.1
  • 12
    • 21344486941 scopus 로고
    • Bootstrap on a shoestring: Resampling using spreadsheets
    • T.R. Willemain Bootstrap on a shoestring: resampling using spreadsheets Am Stat 48 1994 40 42
    • (1994) Am Stat , vol.48 , pp. 40-42
    • Willemain, T.R.1
  • 13
    • 0034308139 scopus 로고    scopus 로고
    • An add-in implementation of the RESAMPLING syntax under Microsoft EXCEL
    • I. Meineke An add-in implementation of the RESAMPLING syntax under Microsoft EXCEL Comput Methods Programs Biomed 63 2000 99 104
    • (2000) Comput Methods Programs Biomed , vol.63 , pp. 99-104
    • Meineke, I.1
  • 17
    • 0022500965 scopus 로고
    • The use of relative operating characteristic (ROC) curves in test performance evaluation
    • J.R. Beck, and E.K. Shultz The use of relative operating characteristic (ROC) curves in test performance evaluation Arch Pathol Lab Med 110 1986 13 20
    • (1986) Arch Pathol Lab Med , vol.110 , pp. 13-20
    • Beck, J.R.1    Shultz, E.K.2
  • 20
    • 0031962048 scopus 로고    scopus 로고
    • Proficiency testing of creatine kinase and creatine kinase-2: The experience of the Ontario Laboratory Proficiency Testing Program
    • A.R. Henderson, S. Krishnan, S. Webb, C.M. Cheung, D.J. Nazir, and H. Richardson Proficiency testing of creatine kinase and creatine kinase-2: the experience of the Ontario Laboratory Proficiency Testing Program Clin Chem 44 1998 124 133
    • (1998) Clin Chem , vol.44 , pp. 124-133
    • Henderson, A.R.1    Krishnan, S.2    Webb, S.3    Cheung, C.M.4    Nazir, D.J.5    Richardson, H.6
  • 21
    • 0023530635 scopus 로고
    • Determination, by radioimmunoassay, of the mass of lactate dehydrogenase isoenzyme one in human serum and of its rate of removal from serum after a myocardial infarction
    • D.A. Smith, F.Y. Leung, G. Jablonsky, and A.R. Henderson Determination, by radioimmunoassay, of the mass of lactate dehydrogenase isoenzyme one in human serum and of its rate of removal from serum after a myocardial infarction Clin Chem 33 1987 1863 1868
    • (1987) Clin Chem , vol.33 , pp. 1863-1868
    • Smith, D.A.1    Leung, F.Y.2    Jablonsky, G.3    Henderson, A.R.4
  • 23
    • 0023303602 scopus 로고
    • Two-stage transformation systems for normalization of reference distributions evaluated
    • K. Linnet Two-stage transformation systems for normalization of reference distributions evaluated Clin Chem 33 1987 381 386
    • (1987) Clin Chem , vol.33 , pp. 381-386
    • Linnet, K.1
  • 24
    • 0000871537 scopus 로고
    • Resampling: A tool for everyday statistical work
    • J.L. Simon, and P. Bruce Resampling: a tool for everyday statistical work Chance 4 1991 22 32
    • (1991) Chance , vol.4 , pp. 22-32
    • Simon, J.L.1    Bruce, P.2
  • 25
    • 0029269122 scopus 로고
    • The new biostatistics of resampling
    • J.L. Simon, and P. Bruce The new biostatistics of resampling MD Comput 12 1995 115 121
    • (1995) MD Comput , vol.12 , pp. 115-121
    • Simon, J.L.1    Bruce, P.2
  • 26
    • 0020748239 scopus 로고
    • Computer-intensive methods in statistics
    • P. Diaconis, and B. Efron Computer-intensive methods in statistics Sci Am 248 1983 116 130
    • (1983) Sci Am , vol.248 , pp. 116-130
    • Diaconis, P.1    Efron, B.2
  • 27
    • 0026311694 scopus 로고
    • Statistical data analysis in the computer age
    • B. Efron, and R. Tibshirani Statistical data analysis in the computer age Science 253 1991 390 395
    • (1991) Science , vol.253 , pp. 390-395
    • Efron, B.1    Tibshirani, R.2
  • 30
    • 84964203940 scopus 로고
    • Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy
    • B. Efron, and R. Tibshirani Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy Stat Sci 1 1986 54 77
    • (1986) Stat Sci , vol.1 , pp. 54-77
    • Efron, B.1    Tibshirani, R.2
  • 31
    • 84923818429 scopus 로고
    • Better bootstrap confidence intervals
    • B. Efron Better bootstrap confidence intervals J Am Stat Assoc 82 1987 171 200
    • (1987) J Am Stat Assoc , vol.82 , pp. 171-200
    • Efron, B.1
  • 32
    • 0032340960 scopus 로고    scopus 로고
    • Monte Carlo approximation of bootstrap variances
    • J.G. Booth, and S. Sarkar Monte Carlo approximation of bootstrap variances Am Stat 52 1998 354 357
    • (1998) Am Stat , vol.52 , pp. 354-357
    • Booth, J.G.1    Sarkar, S.2
  • 37
    • 0001577427 scopus 로고
    • Approved recommendation (1987) on the theory of reference values: Part 5. Statistical treatment of collected reference values. Determination of reference limits
    • International Federation of Clinical Chemistry Approved recommendation (1987) on the theory of reference values: Part 5. Statistical treatment of collected reference values. Determination of reference limits J Clin Chem Clin Biochem 25 1987 645 656
    • (1987) J Clin Chem Clin Biochem , vol.25 , pp. 645-656
  • 38
    • 0034045428 scopus 로고    scopus 로고
    • Nonparametric estimation of reference intervals by simple and bootstrap-based procedures [Technical brief]
    • K. Linnet Nonparametric estimation of reference intervals by simple and bootstrap-based procedures [Technical brief] Clin Chem 46 2000 867 869
    • (2000) Clin Chem , vol.46 , pp. 867-869
    • Linnet, K.1
  • 39
    • 0343460956 scopus 로고
    • Tail-specific linear approximations for efficient bootstrap simulations
    • T. Hesterberg Tail-specific linear approximations for efficient bootstrap simulations J Comput Graph Stat 4 1995 113 133
    • (1995) J Comput Graph Stat , vol.4 , pp. 113-133
    • Hesterberg, T.1
  • 40
    • 0003707560 scopus 로고    scopus 로고
    • 3rd ed. Wiley-Interscience Hoboken (NJ)
    • H.A. David, and H.N. Nagaraja Order statistics 3rd ed. 2003 Wiley-Interscience Hoboken (NJ) 1 458
    • (2003) Order Statistics , pp. 1-458
    • David, H.A.1    Nagaraja, H.N.2
  • 41
    • 78649424388 scopus 로고
    • Weighted average importance sampling and defensive mixture distributions
    • T.C. Hesterberg Weighted average importance sampling and defensive mixture distributions Technometrics 37 1995 185 194
    • (1995) Technometrics , vol.37 , pp. 185-194
    • Hesterberg, T.C.1
  • 42
    • 84988052077 scopus 로고
    • Nonparametric standard errors and confidence intervals
    • B. Efron Nonparametric standard errors and confidence intervals Can J Stat 9 1981 139 172
    • (1981) Can J Stat , vol.9 , pp. 139-172
    • Efron, B.1
  • 44
    • 0001206986 scopus 로고
    • A trustworthy jackknife
    • R.G. Miller A trustworthy jackknife Ann Math Stat 35 1964 1594 1605
    • (1964) Ann Math Stat , vol.35 , pp. 1594-1605
    • Miller, R.G.1
  • 45
    • 0015971972 scopus 로고
    • The jackknife-a review
    • R.G. Miller The jackknife-a review Biometrika 61 1974 1 15
    • (1974) Biometrika , vol.61 , pp. 1-15
    • Miller, R.G.1
  • 46
    • 0001617782 scopus 로고
    • Bias and confidence in not-quite large samples (Abstract)
    • J.W. Tukey Bias and confidence in not-quite large samples (Abstract) Ann Math Stat 29 1958 614
    • (1958) Ann Math Stat , vol.29 , pp. 614
    • Tukey, J.W.1
  • 47
    • 0024513233 scopus 로고
    • Bootstrapping: Applications to psychophysiology
    • S. Wasserman, and U. Bockenholt Bootstrapping: applications to psychophysiology Psychophysiology 26 1989 208 221
    • (1989) Psychophysiology , vol.26 , pp. 208-221
    • Wasserman, S.1    Bockenholt, U.2
  • 48
    • 0003854151 scopus 로고
    • Addison-Wesley Publishing Company Reading (MA)
    • J.W. Tukey Exploratory data analysis 1977 Addison-Wesley Publishing Company Reading (MA) 1 688
    • (1977) Exploratory Data Analysis , pp. 1-688
    • Tukey, J.W.1
  • 49
    • 0001782309 scopus 로고
    • Jackknife-after-bootstrap standard errors and influence functions
    • B. Efron Jackknife-after-bootstrap standard errors and influence functions J R Stat Soc, B 54 1992 83 127
    • (1992) J R Stat Soc, B , vol.54 , pp. 83-127
    • Efron, B.1
  • 50
    • 0004264647 scopus 로고
    • Prentice-Hall, Inc. Eaglewood Cliffs
    • F.S. Roberts Applied combinatorics 1984 Prentice-Hall, Inc. Eaglewood Cliffs 1 606
    • (1984) Applied Combinatorics , pp. 1-606
    • Roberts, F.S.1
  • 56
    • 33644567796 scopus 로고    scopus 로고
    • L'Ecuyer P. TestU01. http://www.iro.umontreal.ca/∼lecuyer/ Accessed 7-10-2003.
    • TestU01
    • L'Ecuyer, P.1
  • 58
    • 0000400053 scopus 로고
    • Thoughts on pseudorandom number generators
    • B.D. Ripley Thoughts on pseudorandom number generators J Comput Appl Math 31 1990 153 163
    • (1990) J Comput Appl Math , vol.31 , pp. 153-163
    • Ripley, B.D.1
  • 59
    • 22444455170 scopus 로고    scopus 로고
    • Assessing the reliability of statistical software: I. Part
    • B.D. McCullough Assessing the reliability of statistical software: I. Part Am Stat 52 1998 358 366
    • (1998) Am Stat , vol.52 , pp. 358-366
    • McCullough, B.D.1
  • 60
    • 0033468677 scopus 로고    scopus 로고
    • Assessing the reliability of statistical software: I.I. Part
    • B.D. McCullough Assessing the reliability of statistical software: I.I. Part Am Stat 53 1999 149 159
    • (1999) Am Stat , vol.53 , pp. 149-159
    • McCullough, B.D.1
  • 62
    • 0344720603 scopus 로고
    • 95% confidence limits for the median
    • I.D. Hill 95% confidence limits for the median J Stat Comput Simul 28 1987 80 81
    • (1987) J Stat Comput Simul , vol.28 , pp. 80-81
    • Hill, I.D.1
  • 63
    • 33644572802 scopus 로고
    • Table of confidence interval for the median in samples from any continuous population
    • K.R. Nair Table of confidence interval for the median in samples from any continuous population Sankhya 4 1938 551 558
    • (1938) Sankhya , vol.4 , pp. 551-558
    • Nair, K.R.1
  • 64
    • 0001160153 scopus 로고
    • A new distribution-free quantile estimator
    • F.E. Harrell, and C.E. Davis A new distribution-free quantile estimator Biometrika 69 1982 635 640
    • (1982) Biometrika , vol.69 , pp. 635-640
    • Harrell, F.E.1    Davis, C.E.2
  • 65
    • 12444249946 scopus 로고    scopus 로고
    • Reference intervals: An update
    • P. Horn, and A.J. Pesce Reference intervals: an update Clin Chim Acta 334 2003 5 23 [Review]
    • (2003) Clin Chim Acta , vol.334 , pp. 5-23
    • Horn, P.1    Pesce, A.J.2
  • 66
    • 0009011342 scopus 로고
    • Chapter 6: Statistics of the Kolmogorov-Smirnov type
    • 2nd ed. John Wiley & Sons New York
    • W.J. Conover Chapter 6: statistics of the Kolmogorov-Smirnov type Practical nonparametric statistics 2nd ed. 1980 John Wiley & Sons New York 344 393
    • (1980) Practical Nonparametric Statistics , pp. 344-393
    • Conover, W.J.1
  • 67
    • 0002392401 scopus 로고
    • Chapter 5: Some methods based on ranks
    • 2nd ed. John Wiley & Sons New York
    • W.J. Conover Chapter 5: some methods based on ranks Practical nonparametric statistics 2nd ed. 1980 John Wiley & Sons New York 213 343
    • (1980) Practical Nonparametric Statistics , pp. 213-343
    • Conover, W.J.1
  • 68
    • 0004245434 scopus 로고
    • 8th ed. Hafner Publishing Company New York
    • R.A. Fisher The design of experiments 8th ed. 1971 Hafner Publishing Company New York 1 248
    • (1971) The Design of Experiments , pp. 1-248
    • Fisher, R.A.1
  • 69
    • 0000986628 scopus 로고
    • Significance tests that may be applied to samples from any populations
    • E. Pitman Significance tests that may be applied to samples from any populations J R Stat Soc, Suppl 4 1937 119 130
    • (1937) J R Stat Soc, Suppl , vol.4 , pp. 119-130
    • Pitman, E.1
  • 70
    • 0000986633 scopus 로고
    • Significance tests which may be applied to samples from any populations: II. the correlation coefficient test
    • E. Pitman Significance tests which may be applied to samples from any populations: II. The correlation coefficient test J R Stat Soc, Suppl 4 1937 225 232
    • (1937) J R Stat Soc, Suppl , vol.4 , pp. 225-232
    • Pitman, E.1
  • 71
    • 0001274062 scopus 로고
    • Significance tests which may be applied to samples from any populations: III. the analysis of variance test
    • E. Pitman Significance tests which may be applied to samples from any populations: III. The analysis of variance test Biometrika 29 1937 322 335
    • (1937) Biometrika , vol.29 , pp. 322-335
    • Pitman, E.1
  • 73
    • 33644579032 scopus 로고    scopus 로고
    • Chapter 3: Trials of life
    • Cambridge University Press Cambridge
    • S. Senn Chapter 3: trials of life Dicing with death: chance, risk, and health 2003 Cambridge University Press Cambridge 50 68
    • (2003) Dicing with Death: Chance, Risk, and Health , pp. 50-68
    • Senn, S.1
  • 74
    • 0003779024 scopus 로고
    • 3rd ed. Marcel Dekker, Inc. New York
    • E.S. Edgington Randomization tests 3rd ed. 1995 Marcel Dekker, Inc. New York 1 409
    • (1995) Randomization Tests , pp. 1-409
    • Edgington, E.S.1
  • 77
    • 0000666295 scopus 로고
    • Sample size determination for some common nonparametric tests
    • G.E. Noether Sample size determination for some common nonparametric tests J Am Stat Assoc 82 1987 645 647
    • (1987) J Am Stat Assoc , vol.82 , pp. 645-647
    • Noether, G.E.1
  • 80
    • 0001251775 scopus 로고
    • The behaviour of some significance tests under experimental randomization
    • O. Kempthorne, and T.E. Doerfler The behaviour of some significance tests under experimental randomization Biometrika 56 1969 231 248
    • (1969) Biometrika , vol.56 , pp. 231-248
    • Kempthorne, O.1    Doerfler, T.E.2
  • 81
    • 0006672307 scopus 로고
    • On a theorem of Pitman
    • G.E. Noether On a theorem of Pitman Ann Math Stat 26 1955 64 68
    • (1955) Ann Math Stat , vol.26 , pp. 64-68
    • Noether, G.E.1
  • 82
    • 0000069803 scopus 로고
    • The large-sample power of tests based on permutations of observations
    • W. Hoeffding The large-sample power of tests based on permutations of observations Ann Math Stat 23 1952 169 192
    • (1952) Ann Math Stat , vol.23 , pp. 169-192
    • Hoeffding, W.1
  • 84
    • 0018341055 scopus 로고
    • Incorrect least-square regression coefficients in method-comparison analysis
    • P.J. Cornbleet, and N. Gochman Incorrect least-square regression coefficients in method-comparison analysis Clin Chem 25 1979 432 438
    • (1979) Clin Chem , vol.25 , pp. 432-438
    • Cornbleet, P.J.1    Gochman, N.2
  • 85
    • 0025688148 scopus 로고
    • Estimation of the linear relationship between the measurements of two methods with proportional errors
    • K. Linnet Estimation of the linear relationship between the measurements of two methods with proportional errors Stat Med 9 1990 1463 1473
    • (1990) Stat Med , vol.9 , pp. 1463-1473
    • Linnet, K.1
  • 86
    • 84945061771 scopus 로고
    • A general regression procedure for method transformation. Application of linear regression procedures for method comparison studies in clinical chemistry: I.I.I. Part
    • W. Bablok, H. Passing, R. Bender, and B. Schneider A general regression procedure for method transformation. Application of linear regression procedures for method comparison studies in clinical chemistry: I.I.I. Part J Clin Chem Clin Biochem 26 1988 783 790
    • (1988) J Clin Chem Clin Biochem , vol.26 , pp. 783-790
    • Bablok, W.1    Passing, H.2    Bender, R.3    Schneider, B.4
  • 87
    • 84942072472 scopus 로고
    • Comparison of several regression procedures for method comparison studies and determination of sample sizes. Application of linear regression procedures for method comparison studies in Clinical Chemistry: I.I. Part
    • H. Passing, and W. Bablok Comparison of several regression procedures for method comparison studies and determination of sample sizes. Application of linear regression procedures for method comparison studies in Clinical Chemistry: I.I. Part J Clin Chem Clin Biochem 22 1984 431 445
    • (1984) J Clin Chem Clin Biochem , vol.22 , pp. 431-445
    • Passing, H.1    Bablok, W.2
  • 88
    • 0021045350 scopus 로고
    • A new biometrical procedure for testing the equality of measurements from two different analytical methods. Application of linear regression procedures for method comparison studies in clinical chemistry: I. Part
    • H. Passing, and W. Bablok A new biometrical procedure for testing the equality of measurements from two different analytical methods. Application of linear regression procedures for method comparison studies in clinical chemistry: I. Part J Clin Chem Clin Biochem 21 1983 709 720
    • (1983) J Clin Chem Clin Biochem , vol.21 , pp. 709-720
    • Passing, H.1    Bablok, W.2
  • 94
    • 0015423645 scopus 로고
    • Statistical analysis of radioimmunoassay data
    • M.J. Healy Statistical analysis of radioimmunoassay data Biochem J 130 1972 207 210
    • (1972) Biochem J , vol.130 , pp. 207-210
    • Healy, M.J.1
  • 95
    • 0006057645 scopus 로고    scopus 로고
    • Chapter 9: Data processing
    • J.P. Gosling Oxford University Press Oxford
    • B. Nix, and D. Wild Chapter 9: data processing J.P. Gosling Immunoassays: a practical approach 2000 Oxford University Press Oxford 239 261
    • (2000) Immunoassays: A Practical Approach , pp. 239-261
    • Nix, B.1    Wild, D.2
  • 98
    • 49549139345 scopus 로고
    • The area above the ordinal dominance graph and the area below the receiver operating graph
    • D. Bamber The area above the ordinal dominance graph and the area below the receiver operating graph J Math Psychol 12 1975 387 415
    • (1975) J Math Psychol , vol.12 , pp. 387-415
    • Bamber, D.1
  • 99
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • J.A. Hanley, and B.J. McNeil The meaning and use of the area under a receiver operating characteristic (ROC) curve Radiology 143 1982 29 36
    • (1982) Radiology , vol.143 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 100
    • 0029162474 scopus 로고
    • Resampling techniques in the analysis of non-binormal ROC data
    • D. Mossman Resampling techniques in the analysis of non-binormal ROC data Med Decis Mak 15 1995 358 366
    • (1995) Med Decis Mak , vol.15 , pp. 358-366
    • Mossman, D.1
  • 103
    • 0023710206 scopus 로고
    • Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach
    • E.R. Delong, D.M. DeLong, and D.L. Clarke-Pearson Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach Biometrics 44 1988 837 845
    • (1988) Biometrics , vol.44 , pp. 837-845
    • Delong, E.R.1    Delong, D.M.2    Clarke-Pearson, D.L.3
  • 104
    • 0036840797 scopus 로고    scopus 로고
    • Comparison of three methods for estimating the standard error of the area under the curve in ROC analysis of quantitative data
    • K.O. Hajian-Tilaki, and J.A. Hanley Comparison of three methods for estimating the standard error of the area under the curve in ROC analysis of quantitative data Acad Radiol 9 2002 1278 1285
    • (2002) Acad Radiol , vol.9 , pp. 1278-1285
    • Hajian-Tilaki, K.O.1    Hanley, J.A.2
  • 105
    • 84873767155 scopus 로고
    • The evaluation of diagnostic tests
    • S.W. Greenhouse, and N. Mantel The evaluation of diagnostic tests Biometrics 6 1950 399 412
    • (1950) Biometrics , vol.6 , pp. 399-412
    • Greenhouse, S.W.1    Mantel, N.2
  • 106
    • 0023140233 scopus 로고
    • Comparison of quantitative diagnostic tests: Type I error, power, and sample size
    • K. Linnet Comparison of quantitative diagnostic tests: type I error, power, and sample size Stat Med 6 1987 147 158
    • (1987) Stat Med , vol.6 , pp. 147-158
    • Linnet, K.1
  • 107
    • 0011106352 scopus 로고
    • A family of nonparametric statistics for comparing diagnostic markers with paired or unpaired data
    • S. Wieand, M.H. Gail, B.R. James, and K.L. James A family of nonparametric statistics for comparing diagnostic markers with paired or unpaired data Biometrika 76 1989 585 592
    • (1989) Biometrika , vol.76 , pp. 585-592
    • Wieand, S.1    Gail, M.H.2    James, B.R.3    James, K.L.4
  • 108
    • 0028027322 scopus 로고
    • Efficient confidence bounds for ROC curves
    • H. Schäfer Efficient confidence bounds for ROC curves Stat Med 13 1994 1551 1561
    • (1994) Stat Med , vol.13 , pp. 1551-1561
    • Schäfer, H.1
  • 109
    • 0343484978 scopus 로고    scopus 로고
    • Regional confidence bands for ROC curves
    • K. Jensen, H.H. Müller, and H. Schäfer Regional confidence bands for ROC curves Stat Med 19 2000 493 509
    • (2000) Stat Med , vol.19 , pp. 493-509
    • Jensen, K.1    Müller, H.H.2    Schäfer, H.3
  • 110
    • 0034651805 scopus 로고    scopus 로고
    • Bootstrap confidence intervals for the sensitivity of a quantitative diagnostic test
    • R.W. Platt, J.A. Hanley, and H. Yang Bootstrap confidence intervals for the sensitivity of a quantitative diagnostic test Stat Med 19 2000 313 322
    • (2000) Stat Med , vol.19 , pp. 313-322
    • Platt, R.W.1    Hanley, J.A.2    Yang, H.3
  • 111
    • 0020728415 scopus 로고
    • Assessment of diagnostic tests when disease verification is subject to selection bias
    • C.B. Begg, and R.A. Greenes Assessment of diagnostic tests when disease verification is subject to selection bias Biometrics 39 1983 207 215
    • (1983) Biometrics , vol.39 , pp. 207-215
    • Begg, C.B.1    Greenes, R.A.2
  • 112
    • 0018178436 scopus 로고
    • Problems of spectrum and bias in evaluating the efficacy of diagnostic tests
    • D.F. Ransohoff, and A.R. Feinstein Problems of spectrum and bias in evaluating the efficacy of diagnostic tests N Engl J Med 299 1978 926 930
    • (1978) N Engl J Med , vol.299 , pp. 926-930
    • Ransohoff, D.F.1    Feinstein, A.R.2
  • 113
    • 84972538191 scopus 로고
    • Bootstrap: More than a stab in the dark?
    • G.A. Young Bootstrap: more than a stab in the dark? Stat Sci 9 1994 382 415
    • (1994) Stat Sci , vol.9 , pp. 382-415
    • Young, G.A.1
  • 114
    • 0034657861 scopus 로고    scopus 로고
    • Bootstrap confidence intervals: When, which, what? a practical guide for medical statisticians
    • J. Carpenter, and J. Bithell Bootstrap confidence intervals: when, which, what? A practical guide for medical statisticians Stat Med 19 2000 1141 1164
    • (2000) Stat Med , vol.19 , pp. 1141-1164
    • Carpenter, J.1    Bithell, J.2
  • 115
    • 0025694692 scopus 로고
    • Bootstrapping: A tool for clinical research
    • J.F. Walsh, and M. Reznikoff Bootstrapping: a tool for clinical research J Clin Psychol 46 1990 928 930
    • (1990) J Clin Psychol , vol.46 , pp. 928-930
    • Walsh, J.F.1    Reznikoff, M.2
  • 117
    • 0028825349 scopus 로고
    • Issues in biomedical statistics: Comparing means by computer-intensive tests
    • J. Ludbrook Issues in biomedical statistics: comparing means by computer-intensive tests Aust N Z J Surg 65 1995 812 819 [Review]
    • (1995) Aust N Z J Surg , vol.65 , pp. 812-819
    • Ludbrook, J.1
  • 118
    • 0031090719 scopus 로고    scopus 로고
    • Making bootstrap statistical inferences: A tutorial
    • W. Zhu Making bootstrap statistical inferences: a tutorial Res Q Exerc Sport 68 1997 44 55
    • (1997) Res Q Exerc Sport , vol.68 , pp. 44-55
    • Zhu, W.1
  • 119
    • 0031989029 scopus 로고    scopus 로고
    • Bootstraps and jackknives: New, computer-intensive statistical tools that require no mathematical theories
    • D.A. Fiellin, and A.R. Feinstein Bootstraps and jackknives: new, computer-intensive statistical tools that require no mathematical theories J Invest Med 46 1998 22 26 [Review]
    • (1998) J Invest Med , vol.46 , pp. 22-26
    • Fiellin, D.A.1    Feinstein, A.R.2
  • 120
    • 0032955403 scopus 로고    scopus 로고
    • An introduction to the biostatistical technique of resampling
    • V.L. Landry An introduction to the biostatistical technique of resampling J Burn Care Rehabil 20 1999 1 6
    • (1999) J Burn Care Rehabil , vol.20 , pp. 1-6
    • Landry, V.L.1
  • 122
    • 0034858082 scopus 로고    scopus 로고
    • Breaking down barriers: Helpful breakthrough statistical methods you need to understand better
    • E.H. Blackstone Breaking down barriers: helpful breakthrough statistical methods you need to understand better J Thorac Cardiovasc Surg 122 2001 430 439 [Review]
    • (2001) J Thorac Cardiovasc Surg , vol.122 , pp. 430-439
    • Blackstone, E.H.1
  • 123
    • 0035739155 scopus 로고    scopus 로고
    • The jackknife and bootstrap in biomedical research-common principles and possible pitfalls
    • I. Pigeot The jackknife and bootstrap in biomedical research-common principles and possible pitfalls Drug Inf J 35 2001 1431 1443
    • (2001) Drug Inf J , vol.35 , pp. 1431-1443
    • Pigeot, I.1
  • 125
    • 0030853766 scopus 로고    scopus 로고
    • Pulling cost-effectiveness analysis up by its bootstraps: A non-parametric approach to confidence interval estimation
    • A.H. Briggs, D.E. Wonderling, and C.Z. Mooney Pulling cost-effectiveness analysis up by its bootstraps: a non-parametric approach to confidence interval estimation Health Econ 6 1997 327 340 [Review]
    • (1997) Health Econ , vol.6 , pp. 327-340
    • Briggs, A.H.1    Wonderling, D.E.2    Mooney, C.Z.3
  • 126
    • 0031866326 scopus 로고    scopus 로고
    • The use of the bootstrap statistical method for the pharmacoeconomic cost analysis of skewed data
    • A. Desgagné, A.M. Castilloux, J.F. Angers, and J. Lelorier The use of the bootstrap statistical method for the pharmacoeconomic cost analysis of skewed data PharmacoEconomics 13 1998 487 497 [Review]
    • (1998) PharmacoEconomics , vol.13 , pp. 487-497
    • Desgagné, A.1    Castilloux, A.M.2    Angers, J.F.3    Lelorier, J.4
  • 127
    • 0031889532 scopus 로고    scopus 로고
    • A robust approach to reference interval estimation and evaluation
    • P. Horn, A.J. Pesce, and B. Copeland A robust approach to reference interval estimation and evaluation Clin Chem 44 1998 622 631
    • (1998) Clin Chem , vol.44 , pp. 622-631
    • Horn, P.1    Pesce, A.J.2    Copeland, B.3
  • 129
    • 0032006241 scopus 로고    scopus 로고
    • Applications of computer-intensive statistical methods to environmental research
    • D.G. Pitt, and D.P. Kreutzweiser Applications of computer-intensive statistical methods to environmental research Ecotoxicol Environ Saf 39 1998 78 97 [Review]
    • (1998) Ecotoxicol Environ Saf , vol.39 , pp. 78-97
    • Pitt, D.G.1    Kreutzweiser, D.P.2
  • 130
    • 0033030104 scopus 로고    scopus 로고
    • Probabilistic sensitivity analysis incorporating the bootstrap: An example comparing treatments for the eradication of Helicobacter pylori
    • D.J. Pasta, J.L. Taylor, and J.M. Henning Probabilistic sensitivity analysis incorporating the bootstrap: an example comparing treatments for the eradication of Helicobacter pylori Med Decis Mak 19 1999 353 363
    • (1999) Med Decis Mak , vol.19 , pp. 353-363
    • Pasta, D.J.1    Taylor, J.L.2    Henning, J.M.3
  • 131
    • 0032919943 scopus 로고    scopus 로고
    • Screening early renal failure: Cut-off values for serum creatinine as an indicator of renal impairment
    • C. Couchoud, N. Pozet, M. Labeeuw, and C. Pouteil-Noble Screening early renal failure: cut-off values for serum creatinine as an indicator of renal impairment Kidney Int 55 1999 1878 1884
    • (1999) Kidney Int , vol.55 , pp. 1878-1884
    • Couchoud, C.1    Pozet, N.2    Labeeuw, M.3    Pouteil-Noble, C.4
  • 133
    • 0035667653 scopus 로고    scopus 로고
    • Contemporary update of prostate cancer staging nomograms (Partin Tables) for the new millennium
    • A.W. Partin, L.A. Mangold, D.M. Lamm, P.C. Walsh, J.I. Epstein, and J.D. Pearson Contemporary update of prostate cancer staging nomograms (Partin Tables) for the new millennium Urology 58 2001 843 848
    • (2001) Urology , vol.58 , pp. 843-848
    • Partin, A.W.1    Mangold, L.A.2    Lamm, D.M.3    Walsh, P.C.4    Epstein, J.I.5    Pearson, J.D.6
  • 134
    • 0036233782 scopus 로고    scopus 로고
    • P values for pathogens: Statistical inference from infectious-disease data
    • F. Mutapi, and A. Roddam p values for pathogens: statistical inference from infectious-disease data Lancet Infect Dis 2 2002 219 230 [Review]
    • (2002) Lancet Infect Dis , vol.2 , pp. 219-230
    • Mutapi, F.1    Roddam, A.2
  • 136
    • 0003753087 scopus 로고    scopus 로고
    • 2nd ed. Resampling Stats, Inc. Arlington (VA)
    • J.L. Simon Resampling: the new statistics 2nd ed. 1997 Resampling Stats, Inc. Arlington (VA) 1 436
    • (1997) Resampling: The New Statistics , pp. 1-436
    • Simon, J.L.1
  • 138
  • 141
    • 20244375246 scopus 로고    scopus 로고
    • Introductory biostatistics for health sciences
    • Wiley-Interscience Hoboken (NJ)
    • M.R. Chernick, and R.H. Friis Introductory biostatistics for health sciences Modern applications including bootstrap 2003 Wiley-Interscience Hoboken (NJ) 1 406
    • (2003) Modern Applications Including Bootstrap , pp. 1-406
    • Chernick, M.R.1    Friis, R.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.