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Volumn 59, Issue 1, 2010, Pages 9-26

Phylogenetic logistic regression for binary dependent variables

Author keywords

Analysis of covariance; Ancestor reconstruction; Comparative methods; Generalized least squares; Independent contrasts; Morphometrics; Phylogeny; Regression for binary outcomes

Indexed keywords

ANALYSIS OF VARIANCE; ARTICLE; CLASSIFICATION; COMPUTER SIMULATION; EVOLUTION; METHODOLOGY; PHYLOGENY; SPECIES DIFFERENCE; STATISTICAL MODEL; THEORETICAL MODEL; PROCEDURES;

EID: 72049108111     PISSN: 10635157     EISSN: 1076836X     Source Type: Journal    
DOI: 10.1093/sysbio/syp074     Document Type: Article
Times cited : (367)

References (68)
  • 1
    • 3042603447 scopus 로고    scopus 로고
    • Kidney mass and relative medullary thickness of rodents in relation to habitat, body size, and phylogeny
    • Al-kahtani M.A., Zuleta C., Caviedes-Vidal E., Garland T. Jr. 2004. Kidney mass and relative medullary thickness of rodents in relation to habitat, body size, and phylogeny. Physiol. Biochem. Zool. 77:346-365.
    • (2004) Physiol. Biochem. Zool. , vol.77 , pp. 346-365
    • Al-Kahtani, M.A.1    Zuleta, C.2    Caviedes-Vidal, E.3    Garland Jr., T.4
  • 2
    • 0036844685 scopus 로고    scopus 로고
    • Tempo and mode in evolution: Phylogenetic inertia, adaptation and comparative methods
    • Blomberg S.P., Garland T. Jr. 2002. Tempo and mode in evolution: phylogenetic inertia, adaptation and comparative methods. J. Evol. Biol. 15:899-910.
    • (2002) J. Evol. Biol. , vol.15 , pp. 899-910
    • Blomberg, S.P.1    Garland Jr., T.2
  • 3
    • 0038325772 scopus 로고    scopus 로고
    • Testing for phyloge-netic signal in comparative data: Behavioral traits are more labile
    • Blomberg S.P., Garland T. Jr., Ives A.R. 2003. Testing for phyloge-netic signal in comparative data: behavioral traits are more labile. Evolution. 57:717-745.
    • (2003) Evolution , vol.57 , pp. 717-745
    • Blomberg, S.P.1    Garland Jr., T.2    Ives, A.R.3
  • 4
    • 33847350684 scopus 로고    scopus 로고
    • Why migrate? A test of the evolutionary precursor hypothesis
    • Boyle W.A., Conway C.J. 2007. Why migrate? A test of the evolutionary precursor hypothesis. Am. Nat. 169:344-359.
    • (2007) Am. Nat. , vol.169 , pp. 344-359
    • Boyle, W.A.1    Conway, C.J.2
  • 5
    • 0033939427 scopus 로고    scopus 로고
    • Phylogenetic analysis of coadaptation in behavior, diet, and body size in the African antelope
    • Brashares J.S., Garland T. Jr., Arcese P. 2000. Phylogenetic analysis of coadaptation in behavior, diet, and body size in the African antelope. Behav. Ecol. 11:452-463.
    • (2000) Behav. Ecol. , vol.11 , pp. 452-463
    • Brashares, J.S.1    Garland Jr., T.2    Arcese, P.3
  • 6
    • 11944264347 scopus 로고    scopus 로고
    • Phylogenetic comparative analysis: A modeling approach for adaptive evolution
    • Butler M.A., King A.A. 2004. Phylogenetic comparative analysis: a modeling approach for adaptive evolution. Am. Nat. 164:683-695.
    • (2004) Am. Nat. , vol.164 , pp. 683-695
    • Butler, M.A.1    King, A.A.2
  • 7
    • 0000429149 scopus 로고
    • Modelling multivariate binary data with alternating logistic regressions
    • Carey V., Zeger S.L., Diggle P. 1993. Modelling multivariate binary data with alternating logistic regressions. Biometrika. 80: 517-526.
    • (1993) Biometrika , vol.80 , pp. 517-526
    • Carey, V.1    Zeger, S.L.2    Diggle, P.3
  • 8
    • 0031880429 scopus 로고    scopus 로고
    • Reconstructing ancestral character states: A critical reappraisal
    • Cunningham C.W., Omland K.E., Oakley T.H. 1998. Reconstructing ancestral character states: a critical reappraisal. Trends Ecol. Evol. 13:361-366.
    • (1998) Trends Ecol. Evol. , vol.13 , pp. 361-366
    • Cunningham, C.W.1    Omland, K.E.2    Oakley, T.H.3
  • 9
    • 0030336792 scopus 로고    scopus 로고
    • Testing hypotheses of correlated evolution using phylogenetically independent contrasts: Sensitivity to deviations from Brownian motion
    • Diaz-Uriarte R., Garland T. Jr. 1996. Testing hypotheses of correlated evolution using phylogenetically independent contrasts: sensitivity to deviations from Brownian motion. Syst. Biol. 45:27-47.
    • (1996) Syst. Biol. , vol.45 , pp. 27-47
    • Diaz-Uriarte, R.1    Garland Jr., T.2
  • 10
    • 34247140075 scopus 로고    scopus 로고
    • Testing the metabolic theory of ecology: Allometric scaling exponents in mammals
    • Duncan R.P., Forsyth D.M., Hone J. 2007. Testing the metabolic theory of ecology: allometric scaling exponents in mammals. Ecology. 88:324-333.
    • (2007) Ecology , vol.88 , pp. 324-333
    • Duncan, R.P.1    Forsyth, D.M.2    Hone, J.3
  • 11
    • 0022203256 scopus 로고
    • Phylogenies and the comparative method
    • Felsenstein J. 1985. Phylogenies and the comparative method. Am. Nat. 125:1-15.
    • (1985) Am. Nat. , vol.125 , pp. 1-15
    • Felsenstein, J.1
  • 12
    • 0024181337 scopus 로고
    • Phylogenies and quantitative characters
    • Felsenstein J. 1988. Phylogenies and quantitative characters. Ann. Rev. Ecol. Syst. 19:445-471.
    • (1988) Ann. Rev. Ecol. Syst. , vol.19 , pp. 445-471
    • Felsenstein, J.1
  • 14
    • 31344432378 scopus 로고    scopus 로고
    • Using the quantitative genetic threshold model for inferences between and within species
    • Felsenstein J. 2005. Using the quantitative genetic threshold model for inferences between and within species. Philos. Trans. R. Soc. B. 360:1427-1434.
    • (2005) Philos. Trans. R. Soc. B. , vol.360 , pp. 1427-1434
    • Felsenstein, J.1
  • 15
    • 0002178053 scopus 로고
    • Bias reduction of maximum likelihood estimates
    • Firth D. 1993. Bias reduction of maximum likelihood estimates. Biometrika. 80:27-38.
    • (1993) Biometrika , vol.80 , pp. 27-38
    • Firth, D.1
  • 16
    • 1842714341 scopus 로고    scopus 로고
    • Climatic suitability, life-history traits, introduction effort, and the establishment and spread of introduced mammals in Australia
    • Forsyth D.M., Duncan R.P., Bomford M., Moore G. 2004. Climatic suitability, life-history traits, introduction effort, and the establishment and spread of introduced mammals in Australia. Conserv. Biol. 18:557-569.
    • (2004) Conserv. Biol. , vol.18 , pp. 557-569
    • Forsyth, D.M.1    Duncan, R.P.2    Bomford, M.3    Moore, G.4
  • 17
    • 0036920097 scopus 로고    scopus 로고
    • Phylogenetic analysis and comparative data: A test and review of evidence
    • Freckleton R.P., Harvey P.H., Pagel M. 2002. Phylogenetic analysis and comparative data: a test and review of evidence. Am. Nat. 160: 712-726.
    • (2002) Am. Nat. , vol.160 , pp. 712-726
    • Freckleton, R.P.1    Harvey, P.H.2    Pagel, M.3
  • 18
    • 24644494898 scopus 로고    scopus 로고
    • Phylogenetic approaches in comparative physiology
    • Garland T. Jr., Bennett A.F., Rezende E.L. 2005. Phylogenetic approaches in comparative physiology. J. Exp. Biol. 208:3015-3035.
    • (2005) J. Exp. Biol. , vol.208 , pp. 3015-3035
    • Garland Jr., T.1    Bennett, A.F.2    Rezende, E.L.3
  • 20
    • 11944256302 scopus 로고
    • Procedures for the analysis of comparative data using phylogenetically independent contrasts
    • Garland T. Jr., Harvey P.H., Ives A.R. 1992. Procedures for the analysis of comparative data using phylogenetically independent contrasts. Syst. Biol. 41:18-32.
    • (1992) Syst. Biol. , vol.41 , pp. 18-32
    • Garland Jr., T.1    Harvey, P.H.2    Ives, A.R.3
  • 21
    • 0034001912 scopus 로고    scopus 로고
    • Using the past to predict the present: Confdence intervals for regression equations in phylogenetic comparative methods
    • Garland T. Jr., Ives A.R. 2000. Using the past to predict the present: confdence intervals for regression equations in phylogenetic comparative methods. Am. Nat. 155:346-364.
    • (2000) Am. Nat. , vol.155 , pp. 346-364
    • Garland Jr., T.1    Ives, A.R.2
  • 23
    • 0030574427 scopus 로고    scopus 로고
    • Statistical tests for discrete cross-species data
    • Grafen A. 1996. Statistical tests for discrete cross-species data. J. Theor. Biol. 183:255-267.
    • (1996) J. Theor. Biol. , vol.183 , pp. 255-267
    • Grafen, A.1
  • 24
    • 0031556933 scopus 로고    scopus 로고
    • A new model for discrete character evolution
    • Grafen A., Ridley M. 1997. A new model for discrete character evolution. J. Theor. Biol. 184:7-14.
    • (1997) J. Theor. Biol. , vol.184 , pp. 7-14
    • Grafen, A.1    Ridley, M.2
  • 25
    • 0030772835 scopus 로고    scopus 로고
    • Stabilizing selection and the comparative analysis of adaptation
    • Hansen T.F. 1997. Stabilizing selection and the comparative analysis of adaptation. Evolution. 51:1341-1351.
    • (1997) Evolution , vol.51 , pp. 1341-1351
    • Hansen, T.F.1
  • 26
    • 0029660868 scopus 로고    scopus 로고
    • Translating between microevolutionary process and macroevolutionary patterns: The correlation structure of interspecifc data
    • Hansen T.F., Martins E.P. 1996. Translating between microevolutionary process and macroevolutionary patterns: the correlation structure of interspecifc data. Evolution. 50:1404-1417.
    • (1996) Evolution , vol.50 , pp. 1404-1417
    • Hansen, T.F.1    Martins, E.P.2
  • 27
    • 27644562177 scopus 로고    scopus 로고
    • Assessing current adaptive and phy-logenetic inertia explanations of trait evolution: The need for controlled comparisons
    • Hansen T.F., Orzack S.H. 2005. Assessing current adaptive and phy-logenetic inertia explanations of trait evolution: the need for controlled comparisons. Evolution. 59:2063-2072.
    • (2005) Evolution , vol.59 , pp. 2063-2072
    • Hansen, T.F.1    Orzack, S.H.2
  • 29
    • 0037199788 scopus 로고    scopus 로고
    • A solution to the problem of separation in logistic regression
    • Heinze G., Schemper M. 2002. A solution to the problem of separation in logistic regression. Stat. Med. 21:2409-2419.
    • (2002) Stat. Med. , vol.21 , pp. 2409-2419
    • Heinze, G.1    Schemper, M.2
  • 32
    • 0029095940 scopus 로고
    • Model selection for extended quasi-likelihood models in small samples
    • Hurvich C.M., Tsai C.L. 1995. Model selection for extended quasi-likelihood models in small samples. Biometrics. 51: 1077-1084.
    • (1995) Biometrics , vol.51 , pp. 1077-1084
    • Hurvich, C.M.1    Tsai, C.L.2
  • 33
    • 34447280382 scopus 로고    scopus 로고
    • Within-species variation and measurement error in phylogenetic comparative methods
    • Ives A.R., Midford P.E., Garland T. Jr. 2007. Within-species variation and measurement error in phylogenetic comparative methods. Syst. Biol. 56:252-270.
    • (2007) Syst. Biol. , vol.56 , pp. 252-270
    • Ives, A.R.1    Midford, P.E.2    Garland T, Jr.3
  • 34
    • 84966002657 scopus 로고
    • The social organisation of antelope in relation to their ecology
    • Jarman P.J. 1974. The social organisation of antelope in relation to their ecology. Behaviour. 48:215-267.
    • (1974) Behaviour , vol.48 , pp. 215-267
    • Jarman, P.J.1
  • 35
    • 70149098952 scopus 로고    scopus 로고
    • Meta-analysis and the comparative phylogenetic method
    • Lajeunesse M.J. 2009. Meta-analysis and the comparative phylogenetic method. Am. Nat. 174:369-381.
    • (2009) Am. Nat. , vol.174 , pp. 369-381
    • Lajeunesse, M.J.1
  • 36
    • 0035534120 scopus 로고    scopus 로고
    • A generalized permutation model for the analysis of cross-species data
    • Lapointe F.J., Garland T. Jr 2001. A generalized permutation model for the analysis of cross-species data. J. Classif. 18:109-127.
    • (2001) J. Classif. , vol.18 , pp. 109-127
    • Lapointe, F.J.1    Jr, G.T.2
  • 37
    • 46149108174 scopus 로고    scopus 로고
    • Morphometrics of the avian small intestine, compared with non-fying mammals: A phylogenetic approach
    • Lavin S.R., Karasov W.H., Ives A.R., Middleton K.M., Garland T. Jr. 2008. Morphometrics of the avian small intestine, compared with non-fying mammals: a phylogenetic approach. Physiol. Biochem. Zool. 81:526-550.
    • (2008) Physiol. Biochem. Zool. , vol.81 , pp. 526-550
    • Lavin, S.R.1    Karasov, W.H.2    Ives, A.R.3    Middleton, K.M.4    Garland T, Jr.5
  • 38
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang K.Y., Zeger S.L. 1986. Longitudinal data analysis using generalized linear models. Biometrika. 73:13-22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.Y.1    Zeger, S.L.2
  • 40
    • 0042284454 scopus 로고    scopus 로고
    • The monophyletic origin of delayed implantation in carnivores and its implications
    • Lindenfors P., Dalen L., Angerbjorn A. 2003. The monophyletic origin of delayed implantation in carnivores and its implications. Evolution. 57:1952-1956.
    • (2003) Evolution , vol.57 , pp. 1952-1956
    • Lindenfors, P.1    Dalen, L.2    Angerbjorn, A.3
  • 41
    • 0033085055 scopus 로고    scopus 로고
    • Power of the concentrated changes test for correlated evolution
    • Lorch P.D., Eadie J.M. 1999. Power of the concentrated changes test for correlated evolution. Syst. Biol. 48:170-191.
    • (1999) Syst. Biol. , vol.48 , pp. 170-191
    • Lorch, P.D.1    Eadie, J.M.2
  • 42
    • 0000989477 scopus 로고
    • A method for testing the correlated evolution of two binary characters: Are gains or losses concentrated on certain branches of a phylogenetic tree?
    • Maddison W.P. 1990. A method for testing the correlated evolution of two binary characters: are gains or losses concentrated on certain branches of a phylogenetic tree? Evolution, 44:539-557.
    • (1990) Evolution , vol.44 , pp. 539-557
    • Maddison, W.P.1
  • 43
    • 0026293264 scopus 로고
    • Null models for the number of evolutionary steps in a character on a phylogenetic tree
    • Maddison W.P., Slatkin M. 1991. Null models for the number of evolutionary steps in a character on a phylogenetic tree. Evolution. 45:1184-1197.
    • (1991) Evolution , vol.45 , pp. 1184-1197
    • Maddison, W.P.1    Slatkin, M.2
  • 44
    • 0026054313 scopus 로고
    • Phylogenetic analyses of the correlated evolution of continuous characters: A simulation study
    • Martins E.P., Garland T. Jr. 1991. Phylogenetic analyses of the correlated evolution of continuous characters: a simulation study. Evolution. 45:534-557.
    • (1991) Evolution , vol.45 , pp. 534-557
    • Martins, E.P.1    Garland T, Jr.2
  • 45
    • 0002359941 scopus 로고    scopus 로고
    • The statistical analysis of interspecifc data: A review and evaluation of comparative methods
    • Martins E.P., editor Oxford: Oxford University Press
    • Martins E.P., Hansen T.F. 1996. The statistical analysis of interspecifc data: a review and evaluation of comparative methods. In: Martins E.P., editor. Phylogenies and the comparative method in animal behavior. Oxford: Oxford University Press.
    • (1996) Phylogenies and the Comparative Method in Animal Behavior
    • Martins, E.P.1    Hansen, T.F.2
  • 46
    • 0030619995 scopus 로고    scopus 로고
    • Phylogenies and the comparative method: A general approach to incorporating phylogenetic information into the analysis of interspecifc data
    • Erratum 153 448
    • Martins E.P., Hansen T.F. 1997. Phylogenies and the comparative method: A general approach to incorporating phylogenetic information into the analysis of interspecifc data. Am. Nat. 149:646-667. Erratum 153:448.
    • (1997) Am. Nat. , vol.149 , pp. 646-667
    • Martins, E.P.1    Hansen, T.F.2
  • 50
    • 27744608487 scopus 로고    scopus 로고
    • Basal metabolic rate in carnivores is associated with diet after controlling for phylogeny
    • Munoz-Garcia A., Williams J.B. 2005. Basal metabolic rate in carnivores is associated with diet after controlling for phylogeny. Phys-iol. Biochem. Zool. 78:1039-1056.
    • (2005) Phys-iol. Biochem. Zool. , vol.78 , pp. 1039-1056
    • Munoz-Garcia, A.1    Williams, J.B.2
  • 51
    • 0000456152 scopus 로고
    • An extended quasi-likelihood function
    • Nelder J.A., Pregibon D. 1987. An extended quasi-likelihood function. Biometrika. 74:221-232.
    • (1987) Biometrika , vol.74 , pp. 221-232
    • Nelder, J.A.1    Pregibon, D.2
  • 52
    • 0028097770 scopus 로고
    • Detecting correlated evolution on phylogenies: A general method for the comparative analysis of discrete characters
    • Pagel M. 1994. Detecting correlated evolution on phylogenies: a general method for the comparative analysis of discrete characters. Proc. R. Soc. Biol. Sci. 255:37-45.
    • (1994) Proc. R. Soc. Biol. Sci. , vol.255 , pp. 37-45
    • Pagel, M.1
  • 53
    • 0031421806 scopus 로고    scopus 로고
    • Inferring evolutionary processes from phylogenies
    • Pagel M. 1997. Inferring evolutionary processes from phylogenies. Zool. Scr. 26:331-348.
    • (1997) Zool. Scr. , vol.26 , pp. 331-348
    • Pagel, M.1
  • 54
    • 33646735054 scopus 로고    scopus 로고
    • Bayesian analysis of correlated evolution of discrete characters by reversible-jump Markov chain Monte Carlo
    • Pagel M., Meade A. 2006. Bayesian analysis of correlated evolution of discrete characters by reversible-jump Markov chain Monte Carlo. Am. Nat. 167:808-825.
    • (2006) Am. Nat. , vol.167 , pp. 808-825
    • Pagel, M.1    Meade, A.2
  • 55
    • 0036402267 scopus 로고    scopus 로고
    • Analysis of comparative data using generalized estimating equations
    • Paradis E., Claude J. 2002. Analysis of comparative data using generalized estimating equations. J. Theor. Biol. 218:175-185.
    • (2002) J. Theor. Biol. , vol.218 , pp. 175-185
    • Paradis, E.1    Claude, J.2
  • 56
    • 0035989041 scopus 로고    scopus 로고
    • The origins of sexual dimorphism in body size in ungulates
    • Perez-Barberia F.J., Gordon I.J., Pagel M. 2002. The origins of sexual dimorphism in body size in ungulates. Evolution. 56:1276-1285.
    • (2002) Evolution , vol.56 , pp. 1276-1285
    • Perez-Barberia, F.J.1    Gordon, I.J.2    Pagel, M.3
  • 57
    • 0024266392 scopus 로고
    • Correlated binary regression with covariates spe-cifc to each binary observation
    • Prentice R.L. 1988. Correlated binary regression with covariates spe-cifc to each binary observation. Biometrics. 44:1033-1048.
    • (1988) Biometrics , vol.44 , pp. 1033-1048
    • Prentice, R.L.1
  • 58
    • 66249102409 scopus 로고    scopus 로고
    • Phylogenetic signal, evolutionary process, and rate
    • Revell L.J., Harmon L.J., Collar D.C. 2008. Phylogenetic signal, evolutionary process, and rate. Syst. Biol. 57:591-601.
    • (2008) Syst. Biol. , vol.57 , pp. 591-601
    • Revell, L.J.1    Harmon, L.J.2    Collar, D.C.3
  • 59
    • 0036830305 scopus 로고    scopus 로고
    • Independent origins and rapid evolution of the placenta in the fsh genus Poeciliopsis
    • Reznick D.N., Mateos M., Springer M.S. 2002. Independent origins and rapid evolution of the placenta in the fsh genus Poeciliopsis. Science. 298:1018-1020.
    • (2002) Science , vol.298 , pp. 1018-1020
    • Reznick, D.N.1    Mateos, M.2    Springer, M.S.3
  • 61
    • 0035685482 scopus 로고    scopus 로고
    • Comparative methods for the analysis of continuous variables: Geometric interpretations
    • Rohlf F.J. 2001. Comparative methods for the analysis of continuous variables: geometric interpretations. Evolution. 55:2143-2160.
    • (2001) Evolution , vol.55 , pp. 2143-2160
    • Rohlf, F.J.1
  • 62
    • 33748203042 scopus 로고    scopus 로고
    • A comment on phylogenetic correction
    • Rohlf F.J. 2006. A comment on phylogenetic correction. Evolution. 60:1509-1515.
    • (2006) Evolution , vol.60 , pp. 1509-1515
    • Rohlf, F.J.1
  • 63
    • 0031417707 scopus 로고    scopus 로고
    • Likelihood of ancestor states in adaptive radiation
    • Schluter D., Price T., Mooers A.O., Ludwig D. 1997. Likelihood of ancestor states in adaptive radiation. Evolution. 51:1699-1711.
    • (1997) Evolution , vol.51 , pp. 1699-1711
    • Schluter, D.1    Price, T.2    Mooers, A.O.3    Ludwig, D.4
  • 64
    • 0033432230 scopus 로고    scopus 로고
    • The role of subjectivity in reconstructing ancestral character states: A Bayesian approach to unknown rates, states, and transformation asymmetries
    • Schultz T.R., Churchill G.A. 1999. The role of subjectivity in reconstructing ancestral character states: a Bayesian approach to unknown rates, states, and transformation asymmetries. Syst. Biol. 48:651-664.
    • (1999) Syst. Biol. , vol.48 , pp. 651-664
    • Schultz, T.R.1    Churchill, G.A.2
  • 65
    • 1642354555 scopus 로고    scopus 로고
    • The evolution and maintenance of delayed implantation in the Mustelidae (Mammallia: Carnivora)
    • Thom M.D., Johnson D.D.P., Macdonald D.W. 2004. The evolution and maintenance of delayed implantation in the Mustelidae (Mammallia: Carnivora). Evolution. 58:175-183.
    • (2004) Evolution , vol.58 , pp. 175-183
    • Thom, M.D.1    Johnson, D.D.P.2    MacDonald, D.W.3
  • 66
    • 0022673130 scopus 로고
    • Longitudinal data analysis for discrete and continuous outcomes
    • Zeger S.L., Liang K.Y. 1986. Longitudinal data analysis for discrete and continuous outcomes. Biometrics. 42:121-130.
    • (1986) Biometrics , vol.42 , pp. 121-130
    • Zeger, S.L.1    Liang, K.Y.2
  • 67
    • 0024205301 scopus 로고
    • Models for longitudinal data: A generalized estimating equation approach
    • Zeger S.L., Liang K.Y., Albert P.S. 1988. Models for longitudinal data: a generalized estimating equation approach. Biometrics. 44: 1049-1060.
    • (1988) Biometrics , vol.44 , pp. 1049-1060
    • Zeger, S.L.1    Liang, K.Y.2    Albert, P.S.3
  • 68
    • 12244310929 scopus 로고
    • Correlated binary regression using a quadratic exponential model
    • Zhao L.P., Prentice R.L. 1990. Correlated binary regression using a quadratic exponential model. Biometrika. 77:642-648.
    • (1990) Biometrika , vol.77 , pp. 642-648
    • Zhao, L.P.1    Prentice, R.L.2


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