New Advances in Statistics and Data Science (Record no. 206780)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 05415nam a22005535i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783319694160 |
| -- | 978-3-319-69416-0 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | CUS |
| 245 10 - TITLE STATEMENT | |
| Title | New Advances in Statistics and Data Science |
| Statement of responsibility, etc. | edited by Ding-Geng Chen, Zhezhen Jin, Gang Li, Yi Li, Aiyi Liu, Yichuan Zhao. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2017. |
| 300 ## - DESCRIPTION | |
| Extent | XXIII, 348 p. 74 illus., 41 illus. in color. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Part 1 Review and Theoretical Framework in Data Science -- Ch 1 Statistical Distances and Their Role in Robustness -- Ch 2 The Out-source Error in Multi-source Cross Validation-type Procedures -- Ch 3 -- Meta-Analysis for Rare Events as Binary Outcomes -- Ch 4 New Challenges and Strategies in Robust Optimal Design for Multicategory Logit Modelling -- Ch 5 Testing of Multivariate Spline Growth Model -- Part 2 Complex and Big Data Analysis -- Ch 6 Uncertainty Quantification Using the Neighbor Gaussian Process -- Ch 7 Tuning Parameter Selection in the LASSO with Unspecified Propensity -- Adaptive Filtering Increases Power to Detect Differently Expressed Genes -- Ch 9 Estimating Parameters in Complex Systems with Functional Outputs - A Wavelet-based Approximate Bayesian Computation Approach -- Ch 10 A maximum Likelihood Approach for Non-invasive Cancer Diagnosis Using Methylation Profiling of Cell-free DNA from Blood -- Part 3 Clinical Trials, Statistical Shape Analysis and Application -- Ch 11 A Simple and Efficient Statistical Approach for Designing an Early Phase II Clinical Trial - Ordinal Linear Contrast Test -- Ch 12 Landmark-constrained Statistical Shape Analysis of Elastic Curves and Surfaces -- Ch 13 Phylogeny-based kernels with Application to Microbiome Association Studies -- Ch 14 Accounting for Differential Error in Time-to-event Analyses using Imperfect Electronic Health Record-derived Endpoints -- Part 4 Statistical Modeling and Data Analysis -- Ch 15 Modeling Inter-trade Durations in the Limit Order market -- Ch 16 Assessment of Drug Interactions with Repeated Measurements -- Ch 17 Statistical Indices for Risk Tracking in Longitudinal Studies -- Ch 18 Statistical Analysis of Labor market Integration: A Mixture Regression Approach -- Ch 19 Bias Correction in Age-Cohort Models Using Eigen Analysis. |
| 650 #0 - SUBJECT | |
| Keyword | Statistics . |
| 650 #0 - SUBJECT | |
| Keyword | Big data. |
| 650 #0 - SUBJECT | |
| Keyword | Biostatistics. |
| 650 14 - SUBJECT | |
| Keyword | Statistical Theory and Methods. |
| 650 24 - SUBJECT | |
| Keyword | Big Data/Analytics. |
| 650 24 - SUBJECT | |
| Keyword | Statistics for Life Sciences, Medicine, Health Sciences. |
| 650 24 - SUBJECT | |
| Keyword | Biostatistics. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chen, Ding-Geng. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Jin, Zhezhen. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Li, Gang. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Li, Yi. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Liu, Aiyi. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zhao, Yichuan. |
| 856 40 - ONLINE RESOURCES | |
| url | https://doi.org/10.1007/978-3-319-69416-0 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | e-Books |
| 912 ## - | |
| -- | ZDB-2-SMA |
| 912 ## - | |
| -- | ZDB-2-SXMS |
| Home library | Current library | Full call number | Accession number | Koha item type |
|---|---|---|---|---|
| Central Library, Sikkim University | Central Library, Sikkim University | 519.5 | E-3116 | e-Books |