Semiparametric and nonparametric modeling of diagnostic data
暂无分享,去创建一个
[1] T. Hanson,et al. A class of mixtures of dependent tail-free processes. , 2011, Biometrika.
[2] B. Turnbull,et al. NONPARAMETRIC AND SEMIPARAMETRIC ESTIMATION OF THE RECEIVER OPERATING CHARACTERISTIC CURVE , 1996 .
[3] G. S. Watson,et al. Smooth regression analysis , 1964 .
[4] Jukka T Salonen,et al. The metabolic syndrome and total and cardiovascular disease mortality in middle-aged men. , 2002, JAMA.
[5] W. Youden,et al. Index for rating diagnostic tests , 1950, Cancer.
[6] Tianxi Cai,et al. Semi-parametric ROC regression analysis with placement values. , 2004, Biostatistics.
[7] Alejandro Jara,et al. Applied Bayesian Non-and Semi-parametric Inference using DPpackage , 2007 .
[8] S. Ghosal,et al. Bayesian bootstrap estimation of ROC curve , 2008, Statistics in medicine.
[9] Athanasios Kottas,et al. Modelling stochastic order in the analysis of receiver operating characteristic data: Bayesian non‐parametric approaches , 2008 .
[10] G. Fein,et al. Reduced brain N‐acetylaspartate suggests neuronal loss in cognitively impaired human immunodeficiency virus‐seropositive individuals , 1993, Neurology.
[11] J. Fabius. Asymptotic behavior of bayes' estimates , 1963 .
[12] Carmen Cadarso-Suárez,et al. Comparative study of ROC regression techniques - Applications for the computer-aided diagnostic system in breast cancer detection , 2011, Comput. Stat. Data Anal..
[13] W. González-Manteiga,et al. Bootstrap in functional linear regression , 2011 .
[14] C. Yiannoutsos,et al. Ordered multiple‐class ROC analysis with continuous measurements , 2004, Statistics in medicine.
[15] Purushottam W. Laud,et al. Bayesian Nonparametric Inference for Random Distributions and Related Functions , 1999 .
[16] Constantin T Yiannoutsos,et al. Accuracy and cut‐off point selection in three‐class classification problems using a generalization of the Youden index , 2010, Statistics in medicine.
[17] F. Gudé,et al. Serum levels of gamma-glutamyl transferase are associated with markers of nocturnal hypoxemia in a general adult population. , 2009, Clinica chimica acta; international journal of clinical chemistry.
[18] F. Gudé,et al. Association of alcohol consumption with total serum immunoglobulin E levels and allergic sensitization in an adult population‐based survey , 2003, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.
[19] D. Mossman. Three-way ROCs , 1999, Medical decision making : an international journal of the Society for Medical Decision Making.
[20] M. Escobar,et al. Bayesian Density Estimation and Inference Using Mixtures , 1995 .
[21] Nancy A Obuchowski,et al. Estimating and comparing diagnostic tests' accuracy when the gold standard is not binary. , 2005, Academic radiology.
[22] T. Ferguson. Prior Distributions on Spaces of Probability Measures , 1974 .
[23] Wesley O Johnson,et al. Bayesian semiparametric ROC curve estimation and disease diagnosis , 2008, Statistics in medicine.
[24] Jianqing Fan,et al. Local polynomial modelling and its applications , 1994 .
[25] L. Tardella,et al. Approximating distributions of random functionals of Ferguson‐Dirichlet priors , 1998 .
[26] Jialiang Li,et al. Nonparametric and semiparametric estimation of the three way receiver operating characteristic surface , 2009 .
[27] A. Azzalini. A class of distributions which includes the normal ones , 1985 .
[28] D. Freedman. On the Asymptotic Behavior of Bayes' Estimates in the Discrete Case , 1963 .
[29] J. Ramsay,et al. Some Tools for Functional Data Analysis , 1991 .
[30] D. Dunson,et al. Nonparametric Bayes Conditional Distribution Modeling With Variable Selection , 2009, Journal of the American Statistical Association.
[31] H. Ishwaran,et al. Markov chain Monte Carlo in approximate Dirichlet and beta two-parameter process hierarchical models , 2000 .
[32] Margaret Sullivan Pepe,et al. Distribution-free ROC analysis using binary regression techniques. , 2002, Biostatistics.
[33] R. Price,et al. The AIDS dementia complex. , 1988, The Journal of infectious diseases.
[34] E. Nadaraya. On Estimating Regression , 1964 .
[35] Ingrid Van Keilegom,et al. On the Validity of the Bootstrap in Non‐Parametric Functional Regression , 2009 .
[36] T. Tony Cai,et al. Prediction in functional linear regression , 2006 .
[37] W O Johnson,et al. Screening without a "gold standard": the Hui-Walter paradigm revisited. , 2001, American journal of epidemiology.
[38] C. Antoniak. Mixtures of Dirichlet Processes with Applications to Bayesian Nonparametric Problems , 1974 .
[39] The Emerging Risk Factors Collaboration. Diabetes mellitus, fasting blood glucose concentration, and risk of vascular disease: a collaborative meta-analysis of 102 prospective studies , 2010, The Lancet.
[40] R Core Team,et al. R: A language and environment for statistical computing. , 2014 .
[41] Wenceslao González-Manteiga,et al. Measures of influence for the functional linear model with scalar response , 2010, J. Multivar. Anal..
[42] Z. Q. John Lu,et al. Nonparametric Functional Data Analysis: Theory And Practice , 2007, Technometrics.
[43] P. Heckerling. Parametric Three-Way Receiver Operating Characteristic Surface Analysis Using Mathematica , 2001, Medical decision making : an international journal of the Society for Medical Decision Making.
[44] Todd A Alonzo,et al. Nonparametric Bayesian estimation of the three‐way receiver operating characteristic surface , 2011, Biometrical journal. Biometrische Zeitschrift.
[45] Yee Whye Teh,et al. Sharing Clusters among Related Groups: Hierarchical Dirichlet Processes , 2004, NIPS.
[46] Margaret S Pepe,et al. Using the ROC curve for gauging treatment effect in clinical trials , 2006, Statistics in medicine.
[47] S. Hui,et al. Evaluation of diagnostic tests without gold standards , 1998, Statistical methods in medical research.
[48] J. S. Rao,et al. Bayesian Nonparametric Estimation of Failure Rates with Censored Data , 1983 .
[49] Lancelot F. James,et al. Gibbs Sampling Methods for Stick-Breaking Priors , 2001 .
[50] David Faraggi,et al. Adjusting receiver operating characteristic curves and related indices for covariates , 2003 .
[51] Ronald Christensen,et al. Parametric Nonparametric Statistics , 2008 .
[52] G. Fein,et al. N-acetylaspartate reductions measured by 1H MRSI in cognitively impaired HIV-seropositive individuals. , 1994, Magnetic resonance imaging.
[53] T. Ferguson. A Bayesian Analysis of Some Nonparametric Problems , 1973 .
[54] S. Walter,et al. Estimating the error rates of diagnostic tests. , 1980, Biometrics.
[55] P. Sarda,et al. Functional linear model , 1999 .
[56] S. Wild,et al. Global prevalence of diabetes: estimates for the year 2000 and projections for 2030. , 2004, Diabetes care.
[57] B. Silverman,et al. Functional Data Analysis , 1997 .
[58] Chris Lloyd,et al. Using Smoothed Receiver Operating Characteristic Curves to Summarize and Compare Diagnostic Systems , 1998 .
[59] Fuxia Cheng. Consistency of error density and distribution function estimators in nonparametric regression , 2002 .
[60] Javier Roca-Pardiñas,et al. ROC curve and covariates: extending induced methodology to the non-parametric framework , 2011, Stat. Comput..
[61] G. Roberts,et al. Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models , 2007, 0710.4228.
[62] Jeng-Min Chiou,et al. Diagnostics for functional regression via residual processes , 2007, Comput. Stat. Data Anal..
[63] Jaroslaw Harezlak,et al. Comparison of bandwidth selection methods for kernel smoothing of ROC curves , 2002, Statistics in medicine.
[64] Wenceslao González-Manteiga,et al. ROC Curves in Non‐Parametric Location‐Scale Regression Models , 2011 .
[65] Alaattin Erkanli,et al. Bayesian semi‐parametric ROC analysis , 2006, Statistics in medicine.
[66] J. Després,et al. Abdominal obesity and metabolic syndrome , 2006, Nature.
[67] R. D'Agostino,et al. Gamma Glutamyl Transferase and Metabolic Syndrome, Cardiovascular Disease, and Mortality Risk: The Framingham Heart Study , 2007, Arteriosclerosis, thrombosis, and vascular biology.
[68] Yingye Zheng,et al. Semiparametric estimation of time-dependent ROC curves for longitudinal marker data. , 2004, Biostatistics.
[69] S. MacEachern,et al. An ANOVA Model for Dependent Random Measures , 2004 .
[70] M S Pepe,et al. Three approaches to regression analysis of receiver operating characteristic curves for continuous test results. , 1998, Biometrics.
[71] S. MacEachern. Decision Theoretic Aspects of Dependent Nonparametric Processes , 2000 .
[72] R. Lenkinski,et al. Biochemical changes in the frontal lobe of HIV-infected individuals detected by magnetic resonance spectroscopy. , 1997, Proceedings of the National Academy of Sciences of the United States of America.
[73] J. Sethuraman. A CONSTRUCTIVE DEFINITION OF DIRICHLET PRIORS , 1991 .
[74] T. Hanson. Inference for Mixtures of Finite Polya Tree Models , 2006 .
[75] Xin Zhao,et al. The functional data analysis view of longitudinal data , 2004 .
[76] Fernando A. Quintana,et al. Nonparametric Bayesian data analysis , 2004 .
[77] J. Cooper,et al. N‐ACETYL‐l‐ASPARTIC ACID CONTENT OF HUMAN NEURAL TUMOURS AND BOVINE PERIPHERAL NERVOUS TISSUES , 1972, Journal of neurochemistry.
[78] Gary Longton,et al. Incorporating the Time Dimension in Receiver Operating Characteristic Curves: A Case Study of Prostate Cancer , 1999, Medical decision making : an international journal of the Society for Medical Decision Making.
[79] Lori E. Dodd,et al. Semiparametric Regression for the Area Under the Receiver Operating Characteristic Curve , 2003 .
[80] M. Lavine. More Aspects of Polya Tree Distributions for Statistical Modelling , 1992 .
[81] Liang Peng,et al. Local linear smoothing of receiver operating characteristic (ROC) curves , 2004 .
[82] L. Prockop. AIDS dementia complex. , 1988, The Journal of legal medicine.
[83] T. Ernst,et al. A multicenter in vivo proton-MRS study of HIV-associated dementia and its relationship to age , 2004, NeuroImage.
[84] Xiao-Hua Zhou,et al. Statistical Methods in Diagnostic Medicine , 2002 .
[85] Frédéric Ferraty,et al. The Functional Nonparametric Model and Application to Spectrometric Data , 2002, Comput. Stat..
[86] K. Zou,et al. Smooth non-parametric receiver operating characteristic (ROC) curves for continuous diagnostic tests. , 1997, Statistics in medicine.
[87] Peter Müller,et al. DPpackage: Bayesian Semi- and Nonparametric Modeling in R , 2011 .
[88] A. Branscum,et al. Multivariate mixtures of Polya trees for modeling ROC data , 2008 .
[89] Correcting for confounding in analyzing receiver operating characteristic curves , 1996 .
[90] M. Pepe. The Statistical Evaluation of Medical Tests for Classification and Prediction , 2003 .
[91] D. Blackwell,et al. Ferguson Distributions Via Polya Urn Schemes , 1973 .
[92] H. Ishwaran,et al. Exact and approximate sum representations for the Dirichlet process , 2002 .
[93] S. Lang,et al. Bayesian P-Splines , 2004 .
[94] C. Robert,et al. Estimation of Finite Mixture Distributions Through Bayesian Sampling , 1994 .
[95] Scurfield. Multiple-Event Forced-Choice Tasks in the Theory of Signal Detectability , 1996, Journal of mathematical psychology.
[96] N. Pillai,et al. Bayesian density regression , 2007 .