Applied Linear Regression for Longitudinal Data (Record no. 1433091)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01887nam a22002657a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251211164304.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250627b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367634315 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CSL |
| Transcribing agency | CSL |
| 041 ## - LANGUAGE CODE | |
| Source of code | eng |
| Language code of text/sound track or separate title | eng |
| 084 ## - COLON CLASSIFICATION NUMBER | |
| Classification number | B28 R3 |
| Assigning agency | CSL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Tan , Frans E.S |
| Relator term | author. |
| 9 (RLIN) | 814859 |
| 245 ## - TITLE STATEMENT | |
| Title | Applied Linear Regression for Longitudinal Data |
| Remainder of title | : With an Emphasis on Missing Observations |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Boca Raton : |
| Name of publisher, distributor, etc. | CRC Press/Taylor & Francis, |
| Date of publication, distribution, etc. | 2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxi, 226p. |
| Other physical details | : ill. |
| Dimensions | ; 24 cm. |
| 490 ## - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC Texts in Statistical Science Series |
| 500 ## - GENERAL NOTE | |
| General note | Includes references and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book introduces best practices in longitudinal data analysis at intermediate level, with a minimum number of formulas without sacrificing depths. It meets the need to understand statistical concepts of longitudinal data analysis by visualizing important techniques instead of using abstract mathematical formulas. Different solutions such as multiple imputation are explained conceptually and consequences of missing observations are clarified using visualization techniques. Provides datasets and examples onlineGives state-of-the-art methods of dealing with missing observations in a non-technical way with a special focus on sensitivity analysisConceptualises the analysis of comparative (experimental and observational) studiesIt is the ideal companion for researchers and students in epidemiological, health, and social and behavioral sciences working with longitudinal studies without a mathematical background. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Longitudinal data. |
| 9 (RLIN) | 814860 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Linear regression. |
| 9 (RLIN) | 451157 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Scientific framework. |
| 9 (RLIN) | 814861 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Missing observations. |
| 9 (RLIN) | 814862 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Jolani, Shahab |
| Relator term | co-author. |
| 9 (RLIN) | 814863 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Colon Classification (CC) |
| Koha item type | Textual |
| Classification part | B28 R3 |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Colon Classification (CC) | Central Science Library | Central Science Library | 2024-10-30 | Indica Publisher | B28 R3 | SL1656003 | 2025-12-11 | 2025-12-11 | Textual |