Applied regression analysis: (Record no. 10358)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02802nam a22002057a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251011150000.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 251011b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781138335486 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.536 |
| Item number | THR |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Thrane, Christer |
| 245 ## - TITLE STATEMENT | |
| Title | Applied regression analysis: |
| Remainder of title | doing, interpreting and reporting |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | New York |
| Name of publisher, distributor, etc. | Routledge |
| Date of publication, distribution, etc. | 2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | viii, 191 p. |
| 365 ## - TRADE PRICE | |
| Price type code | INR |
| Price amount | 6966.34 |
| 500 ## - GENERAL NOTE | |
| General note | Table of contents:<br/>Part 1: The Basics 1. What is regression analysis? 2. Linear regression with a single independent variable 3. Linear regression with several independent variables: Multiple regression Part 2: The Foundations 4. Samples and populations, statistical uncertainty and testing of statistical significance 5. The assumptions of regression analysis Part 3: The Extensions 6. Beyond linear regression: Non-additivity, non-linearity and mediation 7. A categorical dependent variable: Logistic (logit) regression and related methods 8. An ordered (ordinal) dependent variable: Logistic (logit) regression 9. The quest for a causal effect: Instrumental variable (IV) regression Part 4: Regression Purposes, Academic Regression Projects and the Way Ahead 10. Regression purposes in various academic settings and how to perform them 11. The way ahead: Related techniques<br/><br/>[https://www.routledge.com/Applied-Regression-Analysis-Doing-Interpreting-and-Reporting/Thrane/p/book/9781138335486] |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book is an introduction to regression analysis, focusing on the practicalities of doing regression analysis on real-life data.<br/><br/>Contrary to other textbooks on regression, this book is based on the idea that you do not necessarily need to know much about statistics and mathematics to get a firm grip on regression and perform it to perfection. This non-technical point of departure is complemented by practical examples of real-life data analysis using statistics software such as Stata, R and SPSS. Parts 1 and 2 of the book cover the basics, such as simple linear regression, multiple linear regression, how to interpret the output from statistics programs, significance testing and the key regression assumptions. Part 3 deals with how to practically handle violations of the classical linear regression assumptions, regression modeling for categorical y-variables and instrumental variable (IV) regression. Part 4 puts the various purposes of, or motivations for, regression into the wider context of writing a scholarly report and points to some extensions to related statistical techniques<br/><br/>(https://www.routledge.com/Applied-Regression-Analysis-Doing-Interpreting-and-Reporting/Thrane/p/book/9781138335486) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Regression analysis |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Social sciences--Statistical method |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Checked out | Date last seen | Date checked out | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Operations Management & Quantitative Techniques | IN32489 | 20-09-2025 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 10/05/2025 | Overseas Press India Private | 4528.12 | 1 | 519.536 THR | 009056 | 01/03/2026 | 11/04/2025 | 11/04/2025 | 1 | 6966.34 | 10/05/2025 | Book |