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Volumn 108, Issue 503, 2013, Pages 876-891

An integrative Bayesian modeling approach to imaging genetics

Author keywords

Bayesian hierarchical model; Functional magnetic resonance imaging; Markov random field; Neuroimaging; Singlenucleotide polymorphism; Variable selection

Indexed keywords


EID: 84886646957     PISSN: 01621459     EISSN: 1537274X     Source Type: Journal    
DOI: 10.1080/01621459.2013.804409     Document Type: Article
Times cited : (41)

References (77)
  • 3
    • 0000913755 scopus 로고
    • Spatial Interaction and the Statistical Analysis of Lattice Systems
    • [879]
    • Besag, J. (1974), "Spatial Interaction and the Statistical Analysis of Lattice Systems, " Journal of the Royal Statistical Society, Series B, 36, 192-236. [879].
    • (1974) Journal of the Royal Statistical Society, Series B , vol.36 , pp. 192-236
    • Besag, J.1
  • 4
    • 36148954681 scopus 로고    scopus 로고
    • Bayesian Hierarchical Framework for Spatial Modeling of fMRI Data
    • [876]
    • Bowman, F., Caffo, B., Bassett, S., and Kilts, C. (2008), "Bayesian Hierarchical Framework for Spatial Modeling of fMRI Data, " NeuroImage, 39, 146-156. [876].
    • (2008) NeuroImage , vol.39 , pp. 146-156
    • Bowman, F.1    Caffo, B.2    Bassett, S.3    Kilts, C.4
  • 6
    • 33746059397 scopus 로고    scopus 로고
    • A Method for Multi-Task fMRI Data Fusion Applied to Schizophrenia
    • [887]
    • Calhoun, V., Adali, T., Kiehl, K., Astur, R., Pekar, J., and Pearlson, G. (2006), "A Method for Multi-Task fMRI Data Fusion Applied to Schizophrenia, " Human Brain Mapping, 27, 598-610. [887].
    • (2006) Human Brain Mapping , vol.27 , pp. 598-610
    • Calhoun, V.1    Adali, T.2    Kiehl, K.3    Astur, R.4    Pekar, J.5    Pearlson, G.6
  • 7
    • 56349119275 scopus 로고    scopus 로고
    • Common Neural Circuitry Supporting Volitional Saccades and Its Disruption in Schizophrenia Patients and Relatives
    • [887]
    • Camchong, J., Dyckman, K., Austin, B., Clementz, B., and McDowell, J. (2008), "Common Neural Circuitry Supporting Volitional Saccades and Its Disruption in Schizophrenia Patients and Relatives, " Biological Psychiatry, 64, 1042-1050. [887].
    • (2008) Biological Psychiatry , vol.64 , pp. 1042-1050
    • Camchong, J.1    Dyckman, K.2    Austin, B.3    Clementz, B.4    McDowell, J.5
  • 8
    • 0034060459 scopus 로고    scopus 로고
    • Twin Studies of Schizophrenia: From Bow-and-Arrow Concordances to StarWars Mx and Functional Genomics
    • [884]
    • Cardno, A., and Gottesman, I. (2000), "Twin Studies of Schizophrenia: From Bow-and-Arrow Concordances to StarWars Mx and Functional Genomics, " American Journal of Medical Genetics, 97, 12-17. [884].
    • (2000) American Journal of Medical Genetics , vol.97 , pp. 12-17
    • Cardno, A.1    Gottesman, I.2
  • 9
    • 0000506629 scopus 로고
    • Bayesian Model Choice via Markov Chain Monte Carlo Methods
    • [889]
    • Carlin, B., and Chib, S. (1995), "Bayesian Model Choice via Markov Chain Monte Carlo Methods, " Journal of the Royal Statistical Society, Series B, 157, 473-484. [889].
    • (1995) Journal of the Royal Statistical Society, Series B , vol.157 , pp. 473-484
    • Carlin, B.1    Chib, S.2
  • 11
    • 0042306266 scopus 로고    scopus 로고
    • The Practical Implementation of Bayesian Model Selection, in
    • [878,889]
    • Chipman, H., George, E. I., and McCulloch, R. E. (2001), "The Practical Implementation of Bayesian Model Selection, " in IMS Lecture Notes, 38, 65-134. [878,889].
    • (2001) IMS Lecture Notes , vol.38 , pp. 65-134
    • Chipman, H.1    George, E.I.2    McCulloch, R.E.3
  • 12
    • 74049106134 scopus 로고    scopus 로고
    • Nonparametric Bayes ConditionalDistributionModelingWith Variable Selection
    • [889]
    • Chung, Y., and Dunson, D. (2009), "Nonparametric Bayes ConditionalDistributionModelingWith Variable Selection, " Journal of the American Statistical Association, 104, 1646-1660. [889].
    • (2009) Journal of the American Statistical Association , vol.104 , pp. 1646-1660
    • Chung, Y.1    Dunson, D.2
  • 15
    • 0041696122 scopus 로고    scopus 로고
    • On Bayesian Model and Variable Selection Using MCMC
    • [889]
    • Dellaportas, P., Forster, J., and Ntzoufras, I. (2002), "On Bayesian Model and Variable Selection Using MCMC, " Statistics and Computing, 12, 27-36. [889].
    • (2002) Statistics and Computing , vol.12 , pp. 27-36
    • Dellaportas, P.1    Forster, J.2    Ntzoufras, I.3
  • 16
    • 80051665685 scopus 로고    scopus 로고
    • The Influence of Emotional Distraction on Verbal Working Memory: An fMRI Investigation Comparing Individuals With Schizophrenia and Healthy Adults
    • [885]
    • Diaz, M., He, G., Gadde, S., Bellion, C., Belger, A., Voyvodic, J., and McCarthy, G. (2011), "The Influence of Emotional Distraction on Verbal Working Memory: An fMRI Investigation Comparing Individuals With Schizophrenia and Healthy Adults, " Journal of Psychiatric Research, 45, 1184-1193. [885].
    • (2011) Journal of Psychiatric Research , vol.45 , pp. 1184-1193
    • Diaz, M.1    He, G.2    Gadde, S.3    Bellion, C.4    Belger, A.5    Voyvodic, J.6    McCarthy, G.7
  • 17
    • 84855990686 scopus 로고    scopus 로고
    • Bayesian Inference for General Gaussian Graphical Models With Application to Multivariate Lattice Data
    • [889]
    • Dobra, A., Lenkoski, A., and Rodriguez, A. (2011), "Bayesian Inference for General Gaussian Graphical Models With Application to Multivariate Lattice Data, " Journal of the American Statistical Association, 106, 1418-1449. [889].
    • (2011) Journal of the American Statistical Association , vol.106 , pp. 1418-1449
    • Dobra, A.1    Lenkoski, A.2    Rodriguez, A.3
  • 18
    • 34249009054 scopus 로고    scopus 로고
    • DTNBP1 (Dystrobrevin Binding Protein 1) and Schizophrenia: Association Evidence in the 3' End of the Gene
    • [887]
    • Duan, J., Martinez, M., Sanders, A., Hou, C., Burrell, G., Krasner, A., Schwartz, D., and Gejman, P. (2007), "DTNBP1 (Dystrobrevin Binding Protein 1) and Schizophrenia: Association Evidence in the 3' End of the Gene, " Human Heredity, 64, 97-106. [887].
    • (2007) Human Heredity , vol.64 , pp. 97-106
    • Duan, J.1    Martinez, M.2    Sanders, A.3    Hou, C.4    Burrell, G.5    Krasner, A.6    Schwartz, D.7    Gejman, P.8
  • 19
    • 77955095016 scopus 로고    scopus 로고
    • Genome-Wide Approaches to Schizophrenia
    • [885]
    • Duan, J., Sanders, A., and Gejman, P. (2010), "Genome-Wide Approaches to Schizophrenia, " Behavioural Brain Research, 83, 93-102. [885].
    • (2010) Behavioural Brain Research , vol.83 , pp. 93-102
    • Duan, J.1    Sanders, A.2    Gejman, P.3
  • 20
    • 67649666979 scopus 로고    scopus 로고
    • An Introduction to Anatomical ROI-Based fMRI Classification Analysis
    • [877]
    • Etzel, J. A., Gazzola, V., and Keysers, C. (2009), "An Introduction to Anatomical ROI-Based fMRI Classification Analysis, " Brain Research, 1282, 114-125. [877].
    • (2009) Brain Research , vol.1282 , pp. 114-125
    • Etzel, J.A.1    Gazzola, V.2    Keysers, C.3
  • 21
    • 84976462013 scopus 로고    scopus 로고
    • Reversible Jump MCMC
    • in, eds. Brooks S., Gelman, A., Jones, G.L. and Meng, X.-L., Boca Raton, FL: Chapman & Hall/CRC,. [889]
    • Fan, Y., and Sisson, S. (2011), "Reversible Jump MCMC, " in Handbook of Markov Chain Monte Carlo, eds. Brooks S., Gelman, A., Jones, G. L. and Meng, X.-L., Boca Raton, FL: Chapman & Hall/CRC, pp. 67-92. [889].
    • (2011) Handbook of Markov Chain Monte Carlo , pp. 67-92
    • Fan, Y.1    Sisson, S.2
  • 22
    • 0141680156 scopus 로고    scopus 로고
    • A Bayesian Decision Theory Approach to Variable Selection for Discrimination
    • [881]
    • Fearn, T., Brown, P., and Besbeas, P. (2002), "A Bayesian Decision Theory Approach to Variable Selection for Discrimination, " Statistics and Computing, 12, 253-260. [881].
    • (2002) Statistics and Computing , vol.12 , pp. 253-260
    • Fearn, T.1    Brown, P.2    Besbeas, P.3
  • 23
    • 0036557907 scopus 로고    scopus 로고
    • What is the Best Similarity Measure for Motion Correction in fMRI Time Series?
    • [884]
    • Freire, L., Roche, A., and Mangin, J.-F. (2002), "What is the Best Similarity Measure for Motion Correction in fMRI Time Series?" IEEE Transactions on Medical Imaging, 21, 470-484. [884].
    • (2002) IEEE Transactions on Medical Imaging , vol.21 , pp. 470-484
    • Freire, L.1    Roche, A.2    Mangin, J.-F.3
  • 24
    • 0028190347 scopus 로고
    • Functional and Effective Connectivity in Neuroimaging: A Synthesis
    • [876,879]
    • Friston, K. (1994), "Functional and Effective Connectivity in Neuroimaging: A Synthesis, " Human Brain Mapping, 2, 56-78. [876,879].
    • (1994) Human Brain Mapping , vol.2 , pp. 56-78
    • Friston, K.1
  • 29
    • 84972492387 scopus 로고
    • Inference From Iterative Simulation Using Multiple Sequences
    • [882]
    • Gelman, A., and Rubin, D. B. (1992), "Inference From Iterative Simulation Using Multiple Sequences, " Statistical Science, 7, 457-472. [882].
    • (1992) Statistical Science , vol.7 , pp. 457-472
    • Gelman, A.1    Rubin, D.B.2
  • 31
    • 0031526204 scopus 로고    scopus 로고
    • Approaches for Bayesian Variable Selection
    • [879]
    • George, E., andMcCulloch, R. (1997), "Approaches for Bayesian Variable Selection, " Statistica Sinica, 7, 339-373. [879].
    • (1997) Statistica Sinica , vol.7 , pp. 339-373
    • George, E.1    McCulloch, R.2
  • 32
    • 64249093802 scopus 로고    scopus 로고
    • Markov Chain Monte Carlo With Mixtures of Mutually Singular Distributions
    • [889]
    • Gottardo, R., and Raftery, A. E. (2008), "Markov Chain Monte Carlo With Mixtures of Mutually Singular Distributions, " Journal of Computational and Graphical Statistics, 17, 949-975. [889].
    • (2008) Journal of Computational and Graphical Statistics , vol.17 , pp. 949-975
    • Gottardo, R.1    Raftery, A.E.2
  • 33
    • 82955223524 scopus 로고    scopus 로고
    • Bayesian Variable Selection Regression for Genome-Wide Association Studies and Other Large-Scale Problems
    • [884,888]
    • Guan, Y., and Stephens, M. (2011), "Bayesian Variable Selection Regression for Genome-Wide Association Studies and Other Large-Scale Problems, " Annals of Applied Statistics, 5, 1780-1815. [884,888].
    • (2011) Annals of Applied Statistics , vol.5 , pp. 1780-1815
    • Guan, Y.1    Stephens, M.2
  • 34
    • 51449118420 scopus 로고    scopus 로고
    • Predicting the Brain Response to Treatment Using a Bayesian Hierarchical Model With Application to a Study of Schizophrenia
    • [876]
    • Guo, Y., Bowman, F., and Kilts, C. (2008), "Predicting the Brain Response to Treatment Using a Bayesian Hierarchical Model With Application to a Study of Schizophrenia, " Human Brain Mapping, 29, 1092-1109. [876].
    • (2008) Human Brain Mapping , vol.29 , pp. 1092-1109
    • Guo, Y.1    Bowman, F.2    Kilts, C.3
  • 35
    • 34848870543 scopus 로고    scopus 로고
    • A Temporal HiddenMarkov Regression Model for the Analysis of Gene Regulatory Networks
    • [889]
    • Gupta, M., Qu, P., and Ibrahim, J. (2007), "A Temporal HiddenMarkov Regression Model for the Analysis of Gene Regulatory Networks, " Biostatistics, 8, 805-820. [889].
    • (2007) Biostatistics , vol.8 , pp. 805-820
    • Gupta, M.1    Qu, P.2    Ibrahim, J.3
  • 36
    • 0037308528 scopus 로고    scopus 로고
    • Genes for Schizophrenia? Recent Findings and Their Pathophysiological Implications
    • [885]
    • Harrison, P., and Owen, M. (2003), "Genes for Schizophrenia? Recent Findings and Their Pathophysiological Implications, " Lancet, 361, 417-419. [885].
    • (2003) Lancet , vol.361 , pp. 417-419
    • Harrison, P.1    Owen, M.2
  • 37
    • 33645992615 scopus 로고    scopus 로고
    • Model-Based Subspace Clustering
    • [878]
    • Hoff, P. (2006), "Model-Based Subspace Clustering, " Bayesian Analysis, 1, 321-344. [878].
    • (2006) Bayesian Analysis , vol.1 , pp. 321-344
    • Hoff, P.1
  • 38
    • 56349160115 scopus 로고    scopus 로고
    • Multiple-Subjects Connectivity-Based Parcellation Using Hierarchical Dirichlet Process Mixture Models
    • [876]
    • Jbabdi, S., Woolrich, M., and Behrens, T. (2009), "Multiple-Subjects Connectivity-Based Parcellation Using Hierarchical Dirichlet Process Mixture Models, " NeuroImage, 44, 373-384. [876].
    • (2009) NeuroImage , vol.44 , pp. 373-384
    • Jbabdi, S.1    Woolrich, M.2    Behrens, T.3
  • 41
    • 33744805397 scopus 로고    scopus 로고
    • Parametric Response Surface Models for Analysis of Multi-Site fMRI Data
    • [877]
    • Kim, S., Smyth, P., Stern, H., and Turner, J. (2005), "Parametric Response Surface Models for Analysis of Multi-Site fMRI Data, " Lecture Notes in Computer Science, 3749, 352-359. [877].
    • (2005) Lecture Notes in Computer Science , vol.3749 , pp. 352-359
    • Kim, S.1    Smyth, P.2    Stern, H.3    Turner, J.4
  • 42
    • 33845734547 scopus 로고    scopus 로고
    • Variable Selection in Clustering via Dirichlet Process Mixture Models
    • [878,889]
    • Kim, S., Tadesse, M., and Vannucci, M. (2006), "Variable Selection in Clustering via Dirichlet Process Mixture Models, " Biometrika, 93, 877-893. [878,889].
    • (2006) Biometrika , vol.93 , pp. 877-893
    • Kim, S.1    Tadesse, M.2    Vannucci, M.3
  • 43
    • 70350002060 scopus 로고    scopus 로고
    • The Claudins
    • [887]
    • Lal-Nag, M., and Morin, P. (2009), "The Claudins, " Genome Biology, 10, 235. [887].
    • (2009) Genome Biology , vol.10 , pp. 235
    • Lal-Nag, M.1    Morin, P.2
  • 46
    • 78649419087 scopus 로고    scopus 로고
    • Bayesian Variable Selection in Structured High-Dimensional Covariate Space With Application in Genomics
    • [879]
    • Li, F., and Zhang, N. (2010), "Bayesian Variable Selection in Structured High-Dimensional Covariate Space With Application in Genomics, " Journal of American Statistical Association, 105, 1202-1214. [879].
    • (2010) Journal of American Statistical Association , vol.105 , pp. 1202-1214
    • Li, F.1    Zhang, N.2
  • 47
    • 77955369043 scopus 로고    scopus 로고
    • A Double Metropolis-Hastings Sampler for Spatial Models With Intractable Normalizing Constants
    • [889]
    • Liang, F. (2010), "A Double Metropolis-Hastings Sampler for Spatial Models With Intractable Normalizing Constants, " Journal of Statistical Computing and Simulation, 80, 1007-1022. [889].
    • (2010) Journal of Statistical Computing and Simulation , vol.80 , pp. 1007-1022
    • Liang, F.1
  • 48
    • 67649342618 scopus 로고    scopus 로고
    • The Statistical Analysis of fMRI Data
    • [876]
    • Lindquist, M. (2008), "The Statistical Analysis of fMRI Data, " Statistical Science, 23, 439-464. [876].
    • (2008) Statistical Science , vol.23 , pp. 439-464
    • Lindquist, M.1
  • 49
    • 58149359426 scopus 로고    scopus 로고
    • Combining fMRI and SNP Data to Investigate Connections Between Brain Function and Genetics Using Parallel ICA
    • [877,884]
    • Liu, J., Pearlson, G., Windemuth, A., Ruano, G., Perrone-Bizzozero, N., and Calhoun, V. (2009), "Combining fMRI and SNP Data to Investigate Connections Between Brain Function and Genetics Using Parallel ICA, " Human Brain Mapping, 30, 241-255. [877,884].
    • (2009) Human Brain Mapping , vol.30 , pp. 241-255
    • Liu, J.1    Pearlson, G.2    Windemuth, A.3    Ruano, G.4    Perrone-Bizzozero, N.5    Calhoun, V.6
  • 50
    • 40649105474 scopus 로고    scopus 로고
    • Association Between Variation in the Vesicular Monoamine Transporter 1 Gene on Chromosome 8p and Anxiety-Related Personality Traits
    • [887]
    • Lohoff, F., Lautenschlager, M., Mohr, J., Ferraro, T., Sander, T., and Gallinat, J. (2008a), "Association Between Variation in the Vesicular Monoamine Transporter 1 Gene on Chromosome 8p and Anxiety-Related Personality Traits, " Neuroscience Letters, 434, 41-45. [887].
    • (2008) Neuroscience Letters , vol.434 , pp. 41-45
    • Lohoff, F.1    Lautenschlager, M.2    Mohr, J.3    Ferraro, T.4    Sander, T.5    Gallinat, J.6
  • 51
    • 45549094940 scopus 로고    scopus 로고
    • Association Between Polymorphisms in the Vesicular Monoamine Transporter 1 Gene (VMAT1/SLC18A1) on Chromosome 8p and Schizophrenia
    • [887]
    • Lohoff, F., Weller, A., Bloch, P., Buono, R., Doyle, G., Ferraro, T., and Berrettini, W. (2008b), "Association Between Polymorphisms in the Vesicular Monoamine Transporter 1 Gene (VMAT1/SLC18A1) on Chromosome 8p and Schizophrenia, " Neuropsychobiology, 57, 55-60. [887].
    • (2008) Neuropsychobiology , vol.57 , pp. 55-60
    • Lohoff, F.1    Weller, A.2    Bloch, P.3    Buono, R.4    Doyle, G.5    Ferraro, T.6    Berrettini, W.7
  • 52
    • 77956228096 scopus 로고    scopus 로고
    • A Pilot Multivariate Parallel ICA Study to Investigate Differential Linkage Between Neural Networks and Genetic Profiles in Schizophrenia
    • [884]
    • Meda, S., Jagannathan, K., Gelernter, J., Calhoun, V., Liu, J., Stevens, M., and Pearlson, G. (2010), "A Pilot Multivariate Parallel ICA Study to Investigate Differential Linkage Between Neural Networks and Genetic Profiles in Schizophrenia, " NeuroImage, 53, 1007-1015. [884].
    • (2010) NeuroImage , vol.53 , pp. 1007-1015
    • Meda, S.1    Jagannathan, K.2    Gelernter, J.3    Calhoun, V.4    Liu, J.5    Stevens, M.6    Pearlson, G.7
  • 54
    • 4444235995 scopus 로고    scopus 로고
    • Detecting Differential Gene Expression With a Semiparametric Hierarchical Mixture Method
    • [885]
    • Newton, M., Noueiry, A., Sarkar, D., and Ahlquist, P. (2004), "Detecting Differential Gene Expression With a Semiparametric Hierarchical Mixture Method, " Biostatistics, 5, 155-176. [885].
    • (2004) Biostatistics , vol.5 , pp. 155-176
    • Newton, M.1    Noueiry, A.2    Sarkar, D.3    Ahlquist, P.4
  • 56
    • 69249230467 scopus 로고    scopus 로고
    • A Review of Bayesian Variable Selection Methods: What, How and Which
    • [878]
    • O'Hara, R., and Sillanpaa, M. J. (2009), "A Review of Bayesian Variable Selection Methods: What, How and Which, " Bayesian Analysis, 4, 85-118. [878].
    • (2009) Bayesian Analysis , vol.4 , pp. 85-118
    • O'Hara, R.1    Sillanpaa, M.J.2
  • 57
    • 16244387927 scopus 로고    scopus 로고
    • Bayesian fMRI Time Series Analysis With Spatial Priors
    • [876,879]
    • Penny, W., Trujillo-Barreto, N., and Friston, K. (2005), "Bayesian fMRI Time Series Analysis With Spatial Priors, " NeuroImage, 24, 350-362. [876,879].
    • (2005) NeuroImage , vol.24 , pp. 350-362
    • Penny, W.1    Trujillo-Barreto, N.2    Friston, K.3
  • 58
    • 1642294171 scopus 로고    scopus 로고
    • A Geometrical Approach to Transdimensional MCMC
    • [889]
    • Petris, G., and Tardella, L. (2003), "A Geometrical Approach to Transdimensional MCMC, " The Canadian Journal of Statistics, 31, 469-482. [889].
    • (2003) The Canadian Journal of Statistics , vol.31 , pp. 469-482
    • Petris, G.1    Tardella, L.2
  • 59
    • 0005193926 scopus 로고    scopus 로고
    • Exact Sampling With Coupled Markov Chains and Applications to Statistical Mechanics
    • [879]
    • Propp, J., and Wilson, D. (1996), "Exact Sampling With Coupled Markov Chains and Applications to Statistical Mechanics, " Random Structures and Algorithms, 9, 223-252. [879].
    • (1996) Random Structures and Algorithms , vol.9 , pp. 223-252
    • Propp, J.1    Wilson, D.2
  • 60
    • 68449086236 scopus 로고    scopus 로고
    • Common Polygenic Variation Contributes to Risk of Schizophrenia and Bipolar Disorder
    • International Schizophrenia Consortium, [889]
    • Purcell, S. M., Wray, N. R., Stone, J. L., Visscher, P. M., O'Donovan, M. C., Sullivan, P. F., Sklar, P., International Schizophrenia Consortium. (2009), "Common Polygenic Variation Contributes to Risk of Schizophrenia and Bipolar Disorder, " Nature, 460, 748-752. [889].
    • (2009) Nature , vol.460 , pp. 748-752
    • Purcell, S.M.1    Wray, N.R.2    Stone, J.L.3    Visscher, P.M.4    O'Donovan, M.C.5    Sullivan, P.F.6    Sklar, P.7
  • 62
    • 0001400228 scopus 로고
    • A Unifying Tool for Linear Multivariate Statistical Methods: The RV-Coefficient
    • [882]
    • Robert, P., and Escoufier, Y. (1976), "A Unifying Tool for Linear Multivariate Statistical Methods: The RV-Coefficient, " Journal of the Royal Statistical Society, Series C, 25, 257-265. [882].
    • (1976) Journal of the Royal Statistical Society, Series C , vol.25 , pp. 257-265
    • Robert, P.1    Escoufier, Y.2
  • 64
    • 77953071298 scopus 로고    scopus 로고
    • Bayes and Empirical-Bayes Multiplicity Adjustment in the Variable Selection Problem
    • [889]
    • Scott, J., and Berger, J. O. (2010), "Bayes and Empirical-Bayes Multiplicity Adjustment in the Variable Selection Problem, " The Annals of Statistics, 38, 2587-2619. [889].
    • (2010) The Annals of Statistics , vol.38 , pp. 2587-2619
    • Scott, J.1    Berger, J.O.2
  • 65
    • 34547622688 scopus 로고    scopus 로고
    • Imputation-BasedAnalysis ofAssociation Studies: Candidate Regions and Quantitative Traits
    • [881]
    • Servin, B., and Stephens, M. (2007), "Imputation-BasedAnalysis ofAssociation Studies: Candidate Regions and Quantitative Traits, " PLoS Genetics, 3, e114. [881].
    • (2007) PLoS Genetics , vol.3
    • Servin, B.1    Stephens, M.2
  • 67
    • 59549100948 scopus 로고    scopus 로고
    • Matrix Correlations for High-Dimensional Data: The Modified RV-Coefficient
    • [882]
    • Smilde, A. K., Kiers, H. A. L., Bijlsma, S., Rubingh, C. M., and van Erk, M. J. (2009), "Matrix Correlations for High-Dimensional Data: The Modified RV-Coefficient, " Bioinformatics, 25, 401-405. [882].
    • (2009) Bioinformatics , vol.25 , pp. 401-405
    • Smilde, A.K.1    Kiers, H.A.L.2    Bijlsma, S.3    Rubingh, C.M.4    van Erk, M.J.5
  • 68
    • 0000824232 scopus 로고    scopus 로고
    • Nonparametric Regression Using Bayesian Variable Selection
    • [878]
    • Smith, M., and Kohn, R. (1996), "Nonparametric Regression Using Bayesian Variable Selection, " Journal of Econometrics, 75, 317-344. [878].
    • (1996) Journal of Econometrics , vol.75 , pp. 317-344
    • Smith, M.1    Kohn, R.2
  • 69
    • 0142011000 scopus 로고    scopus 로고
    • Assessing Brain Connectivity Through Spatial Bayesian Variable Selection
    • [876,879]
    • Smith, M., Putz, B., Auer, D., and Fahrmeir, L. (2003), "Assessing Brain Connectivity Through Spatial Bayesian Variable Selection, " NeuroImage, 20, 802-815. [876,879].
    • (2003) NeuroImage , vol.20 , pp. 802-815
    • Smith, M.1    Putz, B.2    Auer, D.3    Fahrmeir, L.4
  • 70
    • 80053590625 scopus 로고    scopus 로고
    • Incorporating Biological Information Into Linear Models: A Bayesian Approach to the Selection of Pathways and Genes
    • [879,889]
    • Stingo, F., Chen, Y., Tadesse, M., and Vannucci, M. (2011), "Incorporating Biological Information Into Linear Models: A Bayesian Approach to the Selection of Pathways and Genes, " Annals of Applied Statistics, 5, 1978-2002. [879,889].
    • (2011) Annals of Applied Statistics , vol.5 , pp. 1978-2002
    • Stingo, F.1    Chen, Y.2    Tadesse, M.3    Vannucci, M.4
  • 71
    • 84858382394 scopus 로고    scopus 로고
    • Bayesian Wavelet-Based Curve Classification via Discriminant Analysis With Markov Random Tree Priors
    • [878,879]
    • Stingo, F., Vannucci, M., and Downey, G. (2012), "Bayesian Wavelet-Based Curve Classification via Discriminant Analysis With Markov Random Tree Priors, " Statistica Sinica, 22, 465-488. [878,879].
    • (2012) Statistica Sinica , vol.22 , pp. 465-488
    • Stingo, F.1    Vannucci, M.2    Downey, G.3
  • 72
    • 20444465712 scopus 로고    scopus 로고
    • Bayesian Variable Selection in Clustering High Dimensional Data
    • [877,878,879]
    • Tadesse, M., Sha, N., and Vannucci, M. (2005), "Bayesian Variable Selection in Clustering High Dimensional Data, " Journal of American Statistical Association, 100, 602-617. [877,878,879].
    • (2005) Journal of American Statistical Association , vol.100 , pp. 602-617
    • Tadesse, M.1    Sha, N.2    Vannucci, M.3
  • 74
    • 0036322886 scopus 로고    scopus 로고
    • Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain
    • [876,884]
    • Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N., Mazoyer, B., and Joliot, M. (2002), "Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain, " NeuroImage, 15, 273-289. [876,884].
    • (2002) NeuroImage , vol.15 , pp. 273-289
    • Tzourio-Mazoyer, N.1    Landeau, B.2    Papathanassiou, D.3    Crivello, F.4    Etard, O.5    Delcroix, N.6    Mazoyer, B.7    Joliot, M.8


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