Multilevel Modeling Methods with Introductory and Advanced Applications
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| Title: | Multilevel Modeling Methods with Introductory and Advanced Applications |
|---|---|
| Description: | Multilevel Modeling Methods with Introductory and Advanced Applications provides a cogent and comprehensive introduction to the area of multilevel modeling for methodological and applied researchers as well as advanced graduate students. The book is designed to be able to serve as a textbook for a one or two semester course in multilevel modeling. The topics of the seventeen chapters range from basic to advanced, yet each chapter is designed to be able to stand alone as an instructional unit on its respective topic, with an emphasis on application and interpretation.In addition to covering foundational topics on the use of multilevel models for organizational and longitudinal research, the book includes chapters on more advanced extensions and applications, such as cross-classified random effects models, non-linear growth models, mixed effects location scale models, logistic, ordinal, and Poisson models, and multilevel mediation. In addition, the volume includes chapters addressing some of the most important design and analytic issues including missing data, power analyses, causal inference, model fit, and measurement issues. Finally, the volume includes chapters addressing special topics such as using large-scale complex sample datasets, and reporting the results of multilevel designs. |
| Authors: | Ann A. O'Connell,, D. Betsy McCoach, Bethany A. Bell |
| Resource Type: | eBook. |
| Subjects: | Quantitative research, Multilevel models (Statistics)--Research |
| Categories: | EDUCATION / Teaching / Methods & Strategies, EDUCATION / Educational Policy & Reform / General |
| Database: | eBook Collection (EBSCOhost) |
| FullText | Links: – Type: ebook-pdf Text: Availability: 0 |
|---|---|
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| Items | – Name: Title Label: Title Group: Ti Data: Multilevel Modeling Methods with Introductory and Advanced Applications – Name: Abstract Label: Description Group: Ab Data: Multilevel Modeling Methods with Introductory and Advanced Applications provides a cogent and comprehensive introduction to the area of multilevel modeling for methodological and applied researchers as well as advanced graduate students. The book is designed to be able to serve as a textbook for a one or two semester course in multilevel modeling. The topics of the seventeen chapters range from basic to advanced, yet each chapter is designed to be able to stand alone as an instructional unit on its respective topic, with an emphasis on application and interpretation.In addition to covering foundational topics on the use of multilevel models for organizational and longitudinal research, the book includes chapters on more advanced extensions and applications, such as cross-classified random effects models, non-linear growth models, mixed effects location scale models, logistic, ordinal, and Poisson models, and multilevel mediation. In addition, the volume includes chapters addressing some of the most important design and analytic issues including missing data, power analyses, causal inference, model fit, and measurement issues. Finally, the volume includes chapters addressing special topics such as using large-scale complex sample datasets, and reporting the results of multilevel designs. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Ann+A%2E+O'Connell%2C%22">Ann A. O'Connell,</searchLink><br /><searchLink fieldCode="AR" term="%22D%2E+Betsy+McCoach%22">D. Betsy McCoach</searchLink><br /><searchLink fieldCode="AR" term="%22Bethany+A%2E+Bell%22">Bethany A. Bell</searchLink> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Quantitative+research%22">Quantitative research</searchLink><br /><searchLink fieldCode="DE" term="%22Multilevel+models+%28Statistics%29--Research%22">Multilevel models (Statistics)--Research</searchLink> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22EDUCATION+%2F+Teaching+%2F+Methods+%26+Strategies%22">EDUCATION / Teaching / Methods & Strategies</searchLink><br /><searchLink fieldCode="ZK" term="%22EDUCATION+%2F+Educational+Policy+%26+Reform+%2F+General%22">EDUCATION / Educational Policy & Reform / General</searchLink> |
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| RecordInfo | BibRecord: BibEntity: Classifications: – Code: 519.54 Scheme: ddc Type: prePub Languages: – Code: eng Text: English Subjects: – SubjectFull: Quantitative research Type: general – SubjectFull: Multilevel models (Statistics)--Research Type: general Titles: – TitleFull: Multilevel Modeling Methods with Introductory and Advanced Applications Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Ann A. O'Connell, – PersonEntity: Name: NameFull: D. Betsy McCoach – PersonEntity: Name: NameFull: Bethany A. Bell – PersonEntity: Name: NameFull: Ann A. O'Connell, – PersonEntity: Name: NameFull: D. Betsy McCoach – PersonEntity: Name: NameFull: Bethany A. Bell IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2022 – D: 13 M: 07 Type: profile Y: 2022 Identifiers: – Type: isbn-print Value: 9781648028717 – Type: isbn-print Value: 9781648028724 – Type: isbn-electronic Value: 9781648028731 – Type: isbn-electronic Value: 9781806603237 Titles: – TitleFull: Multilevel Modeling Methods with Introductory and Advanced Applications Type: main |
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