Robust Rank-Based and Nonparametric Methods (Record no. 426487)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05096nam a22005295i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOKNUMBER | |
| International Standard Book Number | 9783319390659 |
| -- | 978-3-319-39065-9 |
| 024 7# - | |
| -- | 10.1007/978-3-319-39065-9 |
| -- | doi |
| 040 ## - | |
| -- | ISI Library, Kolkata |
| 050 #4 - | |
| -- | QA276-280 |
| 072 #7 - | |
| -- | PBT |
| -- | bicssc |
| 072 #7 - | |
| -- | MAT029000 |
| -- | bisacsh |
| 072 #7 - | |
| -- | PBT |
| -- | thema |
| 082 04 - DEWEYDECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Edition number | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Robust Rank-Based and Nonparametric Methods |
| Medium | [electronic resource] : |
| Remainder of title | Michigan, USA, April 2015: Selected, Revised, and Extended Contributions / |
| Statement of responsibility, etc | edited by Regina Y. Liu, Joseph W. McKean. |
| 942 ## - ADDED ENTRY ELEMENTS(KOHA) | |
| Koha item type | E-BOOKS |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE STATEMENTS | |
| Place of production, publication, distribution, manufacture | Cham : |
| Name of producer, publisher, distributor, manufacturer | Springer International Publishing : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture | 2016. |
| 300 ## - | |
| -- | XIV, 277 p. 31 illus., 6 illus. in color. |
| -- | online resource. |
| 336 ## - CONTENT TYPE | |
| Content Type Term | text |
| Content Type Code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media Type Term | computer |
| Media Type Code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier Type Term | online resource |
| Carrier Type Code | cr |
| Source | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - | |
| -- | Springer Proceedings in Mathematics & Statistics, |
| -- | 2194-1009 ; |
| -- | 168 |
| 505 0# - | |
| -- | 1 Rank-Based Analysis of Linear Models and Beyond: A Review -- 2 Robust Signed-Rank Variable Selection in Linear Regression -- 3 Generalized Rank-Based Estimates for Linear Models with Cluster Correlated Data -- 4 Iterated Reweighted Rank-Based Estimates for GEE Models -- 5 On the Asymptotic Distribution of a Weighted Least Absolute Deviation Estimate for a Bifurcating Autoregressive Process -- 6 Applications of Robust Regression to “Big” Data Problems -- 7 Rank-Based Inference for Multivariate Data in Factorial Designs -- 8 Two-Sample Rank-Sum Test for Order Restricted Randomized Designs -- 9 On a Partially Sequential Ranked Set Sampling Paradigm -- 10 A New Scale-Invariant Nonparametric Test for Two-Sample Bivariate Location Problem with Application -- 11 Influence Functions and Efficiencies of k-Step Hettmansperger-Randles Estimators for Multivariate Location and Regression -- 12 New Nonparametric Tests for Comparing Multivariate Scales Using Data Depth -- 13 Multivariate Autoregressive Time Series Using Schweppe Weighted Wilcoxon Estimates -- 14 Median Stable Distributions -- 15 Confidence Intervals for Mean Difference between Two Delta-distributions. |
| 520 ## - | |
| -- | The contributors to this volume include many of the distinguished researchers in this area. Many of these scholars have collaborated with Joseph McKean to develop underlying theory for these methods, obtain small sample corrections, and develop efficient algorithms for their computation. The papers cover the scope of the area, including robust nonparametric rank-based procedures through Bayesian and big data rank-based analyses. Areas of application include biostatistics and spatial areas. Over the last 30 years, robust rank-based and nonparametric methods have developed considerably. These procedures generalize traditional Wilcoxon-type methods for one- and two-sample location problems. Research into these procedures has culminated in complete analyses for many of the models used in practice including linear, generalized linear, mixed, and nonlinear models. Settings are both multivariate and univariate. With the development of R packages in these areas, computation of these procedures is easily shared with readers and implemented. This book is developed from the International Conference on Robust Rank-Based and Nonparametric Methods, held at Western Michigan University in April 2015. Includes theoretical research, novel applications of the methods, and research in computational procedures for these methods Topics span robust rank-based procedures for current models, like general linear models and cluster correlated models; robust rank-based multivariate methods, including affine invariant procedures; robust procedures for spatial analyses; and robust rank-based Bayesian procedures Includes implementation in R packages where possible. |
| 650 #0 - | |
| -- | Mathematical statistics. |
| 650 #0 - | |
| -- | Statistical methods. |
| 650 #0 - | |
| -- | Statistics. |
| 650 14 - | |
| -- | Statistical Theory and Methods. |
| -- | http://scigraph.springernature.com/things/product-market-codes/S11001 |
| 650 24 - | |
| -- | Biostatistics. |
| -- | http://scigraph.springernature.com/things/product-market-codes/L15020 |
| 650 24 - | |
| -- | Statistics for Life Sciences, Medicine, Health Sciences. |
| -- | http://scigraph.springernature.com/things/product-market-codes/S17030 |
| 700 1# - | |
| -- | Liu, Regina Y. |
| -- | editor. |
| -- | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - | |
| -- | McKean, Joseph W. |
| -- | editor. |
| -- | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - | |
| -- | SpringerLink (Online service) |
| 773 0# - | |
| -- | Springer eBooks |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783319390635 |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783319390642 |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783319818092 |
| 830 #0 - | |
| -- | Springer Proceedings in Mathematics & Statistics, |
| -- | 2194-1009 ; |
| -- | 168 |
| 856 40 - | |
| -- | https://doi.org/10.1007/978-3-319-39065-9 |
| 912 ## - | |
| -- | ZDB-2-SMA |
| 950 ## - | |
| -- | Mathematics and Statistics (Springer-11649) |
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