New Frontiers of Biostatistics and Bioinformatics

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Zhao, Yichuan (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Chen, Ding-Geng (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: ICSA Book Series in Statistics,
• Θέματα: Statistics .; Big data.; Biostatistics.; Statistical Theory and Methods.; Big Data/Analytics.; Statistics for Life Sciences, Medicine, Health Sciences.

This book is comprised of presentations delivered at the 5th Workshop on Biostatistics and Bioinformatics held in Atlanta on May 5-7, 2017. Featuring twenty-two selected papers from the workshop, this book showcases the most current advances in the field, presenting new methods, theories, and case a...

Πίνακας περιεχομένων:

• Chapter1. Importance of Adjusting for Multi-Stage Design when Analyzing Data from Complex Surveys
• Chapter2. A selective overview of semiparametric mixture of regression models
• Chapter3. Estimating the Confidence Interval of Evolutionary Stochastic Process Mean from Wavelet based Bootstrapping
• Chapter4. A New Wavelet-Based Approach for Mass Spectrometry Data Classification
• Chapter5. Identification of Pathway-Modulating Genes using the Biomedical Literature Mining
• Chapter6. Equivalence tests in subgroup analyses
• Chapter7. Empirical Study on High-Dimensional Variable Selection and Prediction under Competing Risks
• Chapter8. Learning Gene Regulatory Networks with High-Dimensional Heterogeneous Data
• Chapter9. Discriminant Analysis and Normalization Methods for Next-generation Sequencing Data
• Chapter10. Rank-based Empirical Likelihood for Regression Models with Responses Missing at Random
• Chapter11. Nonparametric Estimation of a Hazard Rate Function with Right Truncated Data
• Chapter12. On the landmark survival model for dynamic prediction of event occurrence using longitudinal data
• Chapter13. Analysis of the High School Longitudinal Study to Evaluate Associations Among Mathematics Achievement, Mentorship and Student Participation in STEM Programs
• Chapter14. OptimalWeightedWilcoxon-Mann-Whitney Test for Prioritized Outcomes
• Chapter15. Wavelet-based profile monitoring using order-thresholding recursive CUSUM schemes
• Chapter16. Bayesian Nonparametric Spatially Smoothed Density Estimation
• Chapter17. Nonparametric Estimation of a Cumulative Hazard Function with Right Truncated Data
• Chapter18. Mammogram Diagnostics Using Robust Wavelet-based Estimator of Hurst Exponent
• Chapter19. Statistical Power and Bayesian Assurance in Clinical Trial Design
• Chapter20. Predicting Confidence Interval for the Proportion at the Time of Study Planning in Small Clinical Trials
• Chapter21. Performance evaluation of normalization approaches for metagenomic compositional data on differential abundance analysis
• Chapter22. Statistical Modeling for the Heart Disease Diag-nosis via Multiple Imputation.