E-Book, Englisch, 473 Seiten, eBook
Zhao / Chen New Frontiers of Biostatistics and Bioinformatics
1. Auflage 2018
ISBN: 978-3-319-99389-8
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
E-Book, Englisch, 473 Seiten, eBook
Reihe: ICSA Book Series in Statistics
ISBN: 978-3-319-99389-8
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
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.