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https://openlibrary-repo.ecampusontario.ca/jspui/handle/123456789/824Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Lilja, David R. | - |
| dc.creator | Lilja, David R. | - |
| dc.date.accessioned | 2020-09-01T20:30:26Z | - |
| dc.date.available | 2020-09-01T20:30:26Z | - |
| dc.date.issued | 2016 | - |
| dc.identifier | 5eed5def-f93b-4bc6-b205-637f3bae4103 | - |
| dc.identifier.citation | Lilja, David J. (2016). Linear Regression Using R: An Introduction to Data Modeling. University of Minnesota Libraries Publishing. Retrieved from the University of Minnesota Digital Conservancy, http://hdl.handle.net/11299/189222. | - |
| dc.identifier.isbn | 9781946135001 | - |
| dc.identifier.uri | https://openlibrary-repo.ecampusontario.ca/jspui/handle/123456789/824 | - |
| dc.description.tableofcontents | 1. Introduction | - |
| dc.description.tableofcontents | 2. Understand Your Data | - |
| dc.description.tableofcontents | 3. One-Factor Regression | - |
| dc.description.tableofcontents | 4. Multi-factor Regression | - |
| dc.description.tableofcontents | 5. Predicting Responses | - |
| dc.description.tableofcontents | 6. Reading Data into the R Environment | - |
| dc.language.iso | eng | en_US |
| dc.publisher | University of Minnesota Libraries Publishing | - |
| dc.rights | CC BY-NC | https://creativecommons.org/licenses/by-nc/4.0/ | en_US |
| dc.title | Linear Regression Using R : An Introduction to Data Modeling | en_US |
| dc.type | Book | - |
| dc.type | Other | - |
| dcterms.accessRights | Open Access | - |
| dcterms.educationLevel | Adult and Continuing Education | - |
| dc.identifier.slug | https://openlibrary.ecampusontario.ca/catalogue/item/?id=5eed5def-f93b-4bc6-b205-637f3bae4103 | - |
| ecO-OER.Adopted | No | - |
| ecO-OER.AncillaryMaterial | Yes | - |
| ecO-OER.InstitutionalAffiliation | University of Minnesota | en_US |
| ecO-OER.ISNI | 0000 0004 1936 8657 | - |
| ecO-OER.Reviewed | No | - |
| dc.identifier.doi | https://doi.org/10.24926/8668/1301 | - |
| ecO-OER.AccessibilityStatement | Unknown | - |
| lrmi.learningResourceType | Learning Resource - Textbook | - |
| lrmi.learningResourceType | Learning Resource - Data/Dataset | - |
| ecO-OER.POD.compatible | Yes | - |
| dc.description.abstract | Linear Regression Using R: An Introduction to Data Modeling presents one of the fundamental data modeling techniques in an informal tutorial style. Learn how to predict system outputs from measured data using a detailed step-by-step process to develop, train, and test reliable regression models. Key modeling and programming concepts are intuitively described using the R programming language. All of the necessary resources are freely available online. | en_US |
| dc.subject.other | Technology - Programming & Programs | - |
| dc.subject.other | Technology - Research & Data | - |
| ecO-OER.ItemType | Textbook | - |
| ecO-OER.MediaFormat | - | |
| Appears in Collections: | Ontario OER Collection | |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| LinearRegression_fulltext.pdf.jpg | %%cover%% | 37.5 kB | JPEG | View/Open |
| LinearRegression_fulltext.pdf | %%downloads%% Digital PDF | 1.71 MB | View/Open | |
| all-data.csv | %%ancillary%% Student Resources: All Data (.csv file) | 287.98 kB | Unknown | View/Open |
| read-data-v4.R | %%ancillary%% Student Resources: Read Data (.r file) | 2.9 kB | Unknown | View/Open |
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