(eBook PDF) Regression & Linear Modeling: Best Practices and Modern Methods – Digital Ebook – Instant Delivery Download

Product details:

• ISBN-10 ‏ : ‎ 1506302769
• ISBN-13 ‏ : ‎ 978-1506302768
• Author:  Jason W. Osborne

Table contents:

1. A Nerdly manifesto
2. Basic estimation and assumptions
3. Simple linear models with continuous dependent variables : simple regression analyses
4. Simple linear models with continuous dependent variables : simple ANOVA analyses
5. Simple linear models with catagorical dependent variables : multinomial and ordinal logistic regression
6. Simple curvilinear models
7. Multiple independent variables
8. Interactions between independent variables : simple moderation
9. Curvilinear interactions between independent variables
10. Poisson models : low-frequency count data as dependent variables
11. Long-linear models : general linear models when all of your variables are unordered categorical
12. A brief introduction to hierarchical linear modeling
13. Missing data in linear modeling
14. Trustworthy science : improving statistical reporting
15. Reliable measurement matters
16. Prediction in the generalized linear model
17. Modeling in large, complex samples : the importance of using appropriate weights and design effect compensation

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Regression & Linear Modeling: Best Practices and Modern Methods pdf