Extended Abstracts Fall 2015

519.5

Extended Abstracts Fall 2015 Biomedical Big Data; Statistics for Low Dose Radiation Research / edited by Elizabeth A. Ainsbury, M.Luz Calle, Elisabeth Cardis, Jochen Einbeck, Guadalupe Gómez, Pere Puig. -
VII, 131 p. 24 illus., 17 illus. in color. online resource. - (Research Perspectives CRM Barcelona, 7) Content notes : PART I -- Foreword -- Extreme Observations in Biomedical Data -- An Ordinal Joint Model for Breast Cancer -- Sample Size Impact on the Categorisation of Continuous Variables in Clinical Prediction -- ntegrative Analysis of Transcriptomics and Proteomics Data for the Characterization of Brain Tissue After Ischemic Stroke -- Applying INAR-Hidden Markov Chains in the Analysis of Under-Reported Data -- Joint Modelling for Flexible Multivariate Longitudinal and Survival Data: Application in Orthotopic Liver Transplantation -- A Multi-State Model for the Progression to Osteopenia and Osteoporosis among HIV-Infected Patients -- Statistical Challenges for Human Microbiome Analysis -- Integrative Analysis to Select Genes Regulated by Methylation in a Cancer Colon Study -- Topological Pathway Enrichment Analysis of Gene Expression in High Grade Serous Ovarian Cancer Reveals Tumor-Stoma Cross-Talk -- PART II -- Foreword -- Biological Dosimetry, Statistical Challenges: Biological Dosimetry after High-Dose Exposures to Ionizing Radiation -- Heterogeneous Correlation of Multi-Level Omics Data for the Consideration of Inter-Tumoural Heterogeneity -- Overview of Topics Related to Model Selection for Regression -- Understanding Plaque Overlap is Essential for Modelling Radiation Induced Atherosclerosis -- On the Use of Random Effect Models for Radiation Biodosimetry -- Modelling of the Radiation Carcinogenesis: the Analytic and Stochastic Approaches -- Bayesian Solutions to Biodosimetry Count Data Problems and Supporting Software -- Empirical Assessment of Gene Expression Biomarkers for Radiation Exposure -- Poisson-Weighted Estimation by Discrete Kernel with Application to Radiation Biodosimetry -- R Implementation of the Excess Relative Rate Model: Applications to Radiation Epidemiology -- Uncertainty Considerations Following a Mechanistic Analysis of Lung Cancer Mortality. 9783319556390 * Statistics. Statistical methods. Statistics for Life Sciences, Medicine, Health Sciences. Mathematical and Computational Biology. Biostatistics. * Ainsbury, Elizabeth A., edt, http://id.loc.gov/vocabulary/relators/edtCalle, M.Luz., edt, http://id.loc.gov/vocabulary/relators/edtCardis, Elisabeth., edt, http://id.loc.gov/vocabulary/relators/edtEinbeck, Jochen., edt, http://id.loc.gov/vocabulary/relators/edtGómez, Guadalupe., edt, http://id.loc.gov/vocabulary/relators/edtPuig, Pere., edt, http://id.loc.gov/vocabulary/relators/edt * Title * Series