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Volumn 73, Issue 1, 2017, Pages 156-166

Alternative measures of between-study heterogeneity in meta-analysis: Reducing the impact of outlying studies

Author keywords

Absolute deviation; Heterogeneity; I2 statistic; Meta analysis; Outliers

Indexed keywords

RANDOM PROCESSES; STATISTICS;

EID: 84969847996     PISSN: 0006341X     EISSN: 15410420     Source Type: Journal    
DOI: 10.1111/biom.12543     Document Type: Article
Times cited : (87)

References (30)
  • 3
    • 0025819031 scopus 로고
    • Problems induced by meta-analyses
    • Chalmers, T. C. (1991). Problems induced by meta-analyses. Statistics in Medicine 10, 971–980.
    • (1991) Statistics in Medicine , vol.10 , pp. 971-980
    • Chalmers, T.C.1
  • 4
    • 41049093347 scopus 로고
    • The combination of estimates from different experiments
    • Cochran, W. G. (1954). The combination of estimates from different experiments. Biometrics 10, 101–129.
    • (1954) Biometrics , vol.10 , pp. 101-129
    • Cochran, W.G.1
  • 5
    • 82055175725 scopus 로고    scopus 로고
    • Characteristics of meta-analyses and their component studies in the cochrane database of systematic reviews: a cross-sectional, descriptive analysis
    • Davey, J., Turner, R. M., Clarke, M. J., and Higgins, J. P. T. (2011). Characteristics of meta-analyses and their component studies in the cochrane database of systematic reviews: a cross-sectional, descriptive analysis. BMC Medical Research Methodology 11, 160.
    • (2011) BMC Medical Research Methodology , vol.11 , pp. 160
    • Davey, J.1    Turner, R.M.2    Clarke, M.J.3    Higgins, J.P.T.4
  • 7
    • 79951558340 scopus 로고    scopus 로고
    • A random effects variance shift model for detecting and accommodating outliers in meta-analysis
    • Gumedze, F. N. and Jackson, D. (2011). A random effects variance shift model for detecting and accommodating outliers in meta-analysis. BMC Medical Research Methodology 11, 19.
    • (2011) BMC Medical Research Methodology , vol.11 , pp. 19
    • Gumedze, F.N.1    Jackson, D.2
  • 9
    • 0032580372 scopus 로고    scopus 로고
    • Detecting and describing heterogeneity in meta-analysis
    • Hardy, R. J. and Thompson, S. G. (1998). Detecting and describing heterogeneity in meta-analysis. Statistics in Medicine 17, 841–856.
    • (1998) Statistics in Medicine , vol.17 , pp. 841-856
    • Hardy, R.J.1    Thompson, S.G.2
  • 11
    • 0032271151 scopus 로고    scopus 로고
    • Fixed- and random-effects models in meta-analysis
    • Hedges, L. V. and Vevea, J. L. (1998). Fixed- and random-effects models in meta-analysis. Psychological Methods 3, 486–504.
    • (1998) Psychological Methods , vol.3 , pp. 486-504
    • Hedges, L.V.1    Vevea, J.L.2
  • 12
    • 78649676690 scopus 로고    scopus 로고
    • Confidence intervals for random effects meta-analysis and robustness to publication bias
    • Henmi, M. and Copas, J. B. (2010). Confidence intervals for random effects meta-analysis and robustness to publication bias. Statistics in Medicine 29, 2969–2983.
    • (2010) Statistics in Medicine , vol.29 , pp. 2969-2983
    • Henmi, M.1    Copas, J.B.2
  • 13
    • 53349129304 scopus 로고    scopus 로고
    • Commentary: Heterogeneity in meta-analysis should be expected and appropriately quantified
    • Higgins, J. P. T. (2008). Commentary: Heterogeneity in meta-analysis should be expected and appropriately quantified. International Journal of Epidemiology 37, 1158–1160.
    • (2008) International Journal of Epidemiology , vol.37 , pp. 1158-1160
    • Higgins, J.P.T.1
  • 15
    • 0037098199 scopus 로고    scopus 로고
    • Quantifying heterogeneity in a meta-analysis
    • Higgins, J. P. T. and Thompson, S. G. (2002). Quantifying heterogeneity in a meta-analysis. Statistics in Medicine 21, 1539–1558.
    • (2002) Statistics in Medicine , vol.21 , pp. 1539-1558
    • Higgins, J.P.T.1    Thompson, S.G.2
  • 16
    • 2942695870 scopus 로고    scopus 로고
    • Controlling the risk of spurious findings from meta-regression
    • Higgins, J. P. T. and Thompson, S. G. (2004). Controlling the risk of spurious findings from meta-regression. Statistics in Medicine 23, 1663–1682.
    • (2004) Statistics in Medicine , vol.23 , pp. 1663-1682
    • Higgins, J.P.T.1    Thompson, S.G.2
  • 17
    • 0000085290 scopus 로고    scopus 로고
    • Bootstrap methods for median regression models
    • Horowitz, J. L. (1998). Bootstrap methods for median regression models. Econometrica 66, 1327–1351.
    • (1998) Econometrica , vol.66 , pp. 1327-1351
    • Horowitz, J.L.1
  • 19
    • 0005062205 scopus 로고    scopus 로고
    • Cumulative research knowledge and social policy formulation: the critical role of meta-analysis
    • Hunter, J. E. and Schmidt, F. L. (1996). Cumulative research knowledge and social policy formulation: the critical role of meta-analysis. Psychology, Public Policy, and Law 2, 324–347.
    • (1996) Psychology, Public Policy, and Law , vol.2 , pp. 324-347
    • Hunter, J.E.1    Schmidt, F.L.2
  • 20
    • 35948951588 scopus 로고    scopus 로고
    • Uncertainty in heterogeneity estimates in meta-analyses
    • Ioannidis, J. P. A., Patsopoulos, N. A., and Evangelou, E. (2007). Uncertainty in heterogeneity estimates in meta-analyses. BMJ 335, 914.
    • (2007) BMJ , vol.335 , pp. 914
    • Ioannidis, J.P.A.1    Patsopoulos, N.A.2    Evangelou, E.3
  • 21
    • 83855164069 scopus 로고    scopus 로고
    • A systematic review and meta-analysis of the effect of aerobic vs. resistance exercise training on visceral fat
    • Ismail, I., Keating, S. E., Baker, M. K., and Johnson, N. A. (2012). A systematic review and meta-analysis of the effect of aerobic vs. resistance exercise training on visceral fat. Obesity Reviews 13, 68–91.
    • (2012) Obesity Reviews , vol.13 , pp. 68-91
    • Ismail, I.1    Keating, S.E.2    Baker, M.K.3    Johnson, N.A.4
  • 22
    • 33746129936 scopus 로고    scopus 로고
    • The power of the standard test for the presence of heterogeneity in meta-analysis
    • Jackson, D. (2006). The power of the standard test for the presence of heterogeneity in meta-analysis. Statistics in Medicine 25, 2688–2699.
    • (2006) Statistics in Medicine , vol.25 , pp. 2688-2699
    • Jackson, D.1
  • 24
    • 0033198316 scopus 로고    scopus 로고
    • Random-effects meta-analyses are not always conservative
    • Poole, C. and Greenland, S. (1999). Random-effects meta-analyses are not always conservative. American Journal of Epidemiology 150, 469–475.
    • (1999) American Journal of Epidemiology , vol.150 , pp. 469-475
    • Poole, C.1    Greenland, S.2
  • 25
    • 0000976724 scopus 로고    scopus 로고
    • The Gaussian hare and the Laplacian tortoise: computability of squared-error versus absolute-error estimators (with discussion)
    • Portnoy, S. and Koenker, R. (1997). The Gaussian hare and the Laplacian tortoise: computability of squared-error versus absolute-error estimators (with discussion). Statistical Science 12, 279–300.
    • (1997) Statistical Science , vol.12 , pp. 279-300
    • Portnoy, S.1    Koenker, R.2
  • 26
    • 0037079309 scopus 로고    scopus 로고
    • Age-specific relevance of usual blood pressure to vascular mortality: a meta-analysis of individual data for one million adults in 61 prospective studies
    • Prospective Studies Collaboration (2002). Age-specific relevance of usual blood pressure to vascular mortality: a meta-analysis of individual data for one million adults in 61 prospective studies. The Lancet 360, 1903–1913.
    • (2002) The Lancet , vol.360 , pp. 1903-1913
    • Prospective, S.1
  • 27
    • 79955544813 scopus 로고    scopus 로고
    • Interpretation of random effects meta-analyses
    • Riley, R. D., Higgins, J. P. T., and Deeks, J. J. (2011). Interpretation of random effects meta-analyses. BMJ 342, d549.
    • (2011) BMJ , vol.342 , pp. d549
    • Riley, R.D.1    Higgins, J.P.T.2    Deeks, J.J.3
  • 28
    • 84928736401 scopus 로고    scopus 로고
    • Neither fixed nor random: weighted least squares meta-analysis
    • Stanley, T. D. and Doucouliagos, H. (2015). Neither fixed nor random: weighted least squares meta-analysis. Statistics in Medicine 34, 2116–2127.
    • (2015) Statistics in Medicine , vol.34 , pp. 2116-2127
    • Stanley, T.D.1    Doucouliagos, H.2
  • 29
    • 79952453322 scopus 로고    scopus 로고
    • Outlier and influence diagnostics for meta-analysis
    • Viechtbauer, W. and Cheung, M. W.-L. (2010). Outlier and influence diagnostics for meta-analysis. Research Synthesis Methods 1, 112–125.
    • (2010) Research Synthesis Methods , vol.1 , pp. 112-125
    • Viechtbauer, W.1    Cheung, M.W.-L.2
  • 30
    • 0026009636 scopus 로고
    • A general parametric approach to the meta-analysis of randomized clinical trials
    • Whitehead, A. and Whitehead, J. (1991). A general parametric approach to the meta-analysis of randomized clinical trials. Statistics in Medicine 10, 1665–1677.
    • (1991) Statistics in Medicine , vol.10 , pp. 1665-1677
    • Whitehead, A.1    Whitehead, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.