Regression analysis: an intuitive guide for using and interpreting linear models (Record no. 2486)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01979nam a22002057a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220726104758.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220726b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781735431185 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.536 |
| Item number | FRO |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Frost, Jim |
| 245 ## - TITLE STATEMENT | |
| Title | Regression analysis: an intuitive guide for using and interpreting linear models |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | USA |
| Name of publisher, distributor, etc. | Jim Publishing |
| Date of publication, distribution, etc. | 2019 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | v, 345 p. |
| 365 ## - TRADE PRICE | |
| Price type code | USD |
| Price amount | 24.99 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Learn regression analysis at a deeper level with guidance written in everyday language!<br/>Intuitively understand regression analysis by focusing on concepts and graphs rather than equations. Learn practical tips for modeling your data and interpreting the results. Feel confident that you're analyzing your data properly and able to trust your results. Know that you can detect and correct problems that arise.<br/><br/>Progress from a beginner to a skilled practitioner ready for real-world applications!<br/>After an overview of how regression works and why to use it, the book covers a range of topics, including specifying and assessing models, practical applications, types of effects, statistical significance, predictions, and an array of problem-solving techniques. Contains practical and analytical guidance.<br/><br/>Select the correct type of regression analysis.<br/>Specify the best model and assess how well it fits the data.<br/>Interpret the results.<br/>Understand main effects, interaction effects, and modeling curvature.<br/>Use polynomials, data transformations, and weighted least squares.<br/>Generate predictions and evaluate their precision.<br/>Check the assumptions and resolve issues.<br/>Identify and manage unusual observations.<br/>Examples of many regression models and scenarios.<br/>Access free downloadable datasets so you can work the examples yourself. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Regression analysis--Computer programs |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Regression analysis--Data processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Spatial analysis (Statistics) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| 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 | Date last seen | Date checked out | Copy number | Cost, replacement price | Price effective from | Koha item type |
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| Dewey Decimal Classification | Operations Management & Quantitative Techniques | 190/22-23 | 13-07-2022 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 07/26/2022 | T V Enterprises | 1314.47 | 2 | 519.536 FRO | 002917 | 04/29/2024 | 03/21/2024 | 1 | 1999.20 | 07/26/2022 | Book |