Statistical methods in psychiatry and related fields : (Record no. 17980)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03732cam a2200337Ii 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9781315151526 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180706t20182018fluad ob 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781315151526 |
| Qualifying information | (e-book : PDF) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781351638043 |
| Qualifying information | (e-book: Mobi) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781498740777 |
| Qualifying information | (e-book) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781498740760 |
| Qualifying information | (hardback) |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1201/9781315151526 |
| Source of number or code | doi |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1005688197 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | FlBoTFG |
| Transcribing agency | FlBoTFG |
| Description conventions | rda |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | RC337 |
| Item number | .G87 2018 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 616.8900727 |
| Item number | G927 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Gueorguieva, Ralitza, |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Statistical methods in psychiatry and related fields : |
| Remainder of title | longitudinal, clustered, and other repeated measures data / |
| Statement of responsibility, etc. | by Ralitza Gueorguieva. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Boca Raton, Florida : |
| Name of producer, publisher, distributor, manufacturer | CRC Press, |
| Date of production, publication, distribution, manufacture, or copyright notice | [2018] |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (xviii, 352 pages) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Source | rdacarrier |
| 505 00 - FORMATTED CONTENTS NOTE | |
| Title | chapter Introduction / |
| Statement of responsibility | Gueorguieva Ralitza -- |
| Title | chapter Traditional Methods for Analysis of Longitudinal and Clustered Data / |
| Statement of responsibility | Gueorguieva Ralitza -- |
| Title | chapter Linear Mixed Models for Longitudinal and Clustered Data / |
| Statement of responsibility | Gueorguieva Ralitza -- |
| Title | chapter Linear Models for Non-Normal Outcomes / |
| Statement of responsibility | Gueorguieva Ralitza -- |
| Title | chapter Non-Parametric Methods for the Analysis of Repeatedly Measured Data / |
| Statement of responsibility | Gueorguieva Ralitza -- |
| Title | chapter Post Hoc Analysis and Adjustments for Multiple Comparisons / |
| Statement of responsibility | Gueorguieva Ralitza -- |
| Title | chapter Handling of Missing Data and Dropout in Longitudinal Studies / |
| Statement of responsibility | Gueorguieva Ralitza -- |
| Title | chapter Controlling for Covariates in Studies with Repeated Measures / |
| Statement of responsibility | Gueorguieva Ralitza -- |
| Title | chapter Assessment of Moderator and Mediator Effects / |
| Statement of responsibility | Gueorguieva Ralitza -- |
| Title | chapter Mixture Models for Trajectory Analyses / |
| Statement of responsibility | Gueorguieva Ralitza -- |
| Title | chapter Study Design and Sample Size Calculations / |
| Statement of responsibility | Gueorguieva Ralitza -- |
| Title | chapter Summary and Further Readings / |
| Statement of responsibility | Gueorguieva Ralitza. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "Data collected in psychiatry and related fields are complex because outcomes are rarely directly observed, there are multiple correlated repeated measures within individuals, there is natural heterogeneity in treatment responses and in other characteristics in the populations. Simple statistical methods do not work well with such data. More advanced statistical methods capture the data complexity better, but are difficult to apply appropriately and correctly by investigators who do not have advanced training in statistics. This book presents, at a non-technical level, several approaches for the analysis of correlated data: mixed models for continuous and categorical outcomes, nonparametric methods for repeated measures and growth mixture models for heterogeneous trajectories over time. Separate chapters are devoted to techniques for multiple comparison correction, analysis in the presence of missing data, adjustment for covariates, assessment of mediator and moderator effects, study design and sample size considerations. The focus is on the assumptions of each method, applicability and interpretation rather than on technical details. The intended audience are applied researchers with minimal knowledge of statistics, although the book could also benefit collaborating statisticians. The book, together with the online materials, is a valuable resource aimed at promoting the use of appropriate statistical methods for the analysis of repeated measures data. "--Provided by publisher. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Psychiatry |
| General subdivision | Research |
| -- | Statistical methods. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| International Standard Book Number | 9781498740760 |
| Record control number | (DLC) 2017029497 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://www.taylorfrancis.com/books/9781315151526">https://www.taylorfrancis.com/books/9781315151526</a> |
| Public note | Click here to view. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | eBook |
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