Thank you for visiting my course notes. Here are some upcoming opportunities to learn from me and my colleagues in person:
Workshop | Dates | Location | Instructor |
---|---|---|---|
Currently no workshops are planned |
Course Information | Instructor |
Name: | Jonathan Templin |
email: | jtemplin@ku.edu |
Phone/Text: | 402-417-4332 |
Office: | 614 JRP |
Office Hours: | Tuesdays 2pm-4pm (unless otherwise noted in schedule) or by appointment |
Books: | R for Data Science (Grolemund and Wickham, 2015) |
R for SAS and SPSS Users by Muenchen (2007) | |
An introduction to R by Venables et al. (2013) | |
Websites: | Quick-R |
aRrgh: a newcomer's (angry) guide to R | |
DataCamp Introduction to R | |
Cookbook for R | |
Quick References: | Reference Card #1 (various authors, noted on card) |
Reference Card #2 (various authors, noted on card) |
Books
Enders, C. K. (2010). Applied missing data analysis. New York, NY: Guilford.
Hoffman, L. (2014). Longitudinal analysis: Modeling within-person fluctuation and change. New York, NY: Routledge Academic.
Johnson, R. A. & Wichern, D. W. (2002). Applied multivariate statistical analysis (5^{th} Ed.). Upper Saddle River, N.J.: Prentice-Hall.
Kline, R. B. (2002). Principles and practice of structural equation modeling (2^{nd} Ed.). New York, NY: Guilford.
Kutner, M. H., Nachtsheim, C. J., Neter, J., & Li, W. (2005). Applied linear statistical models (5^{th} Ed.). New York, NY: McGraw-Hill.
Maxwell, S. E., & Delaney, H. D. (2004). Designing experiments and analyzing data. Mahwah, NJ: Erlbaum.
Venables, W. N., Smith, D. M., & the R Core Team (2013). An introduction to R – Notes on R: A programming environment for data analysis and graphics (3.0.2 ed.). R Core Development team. Retrieved from http://cran.r-project.org/doc/manuals/R-intro.pdf.
Articles and Chapters
McCutcheon, A. L. (2002). Basic concepts and procedures in single- and multiple-group latent class analysis. In J. A. Hagenaars & A. L. McCutcheon (Eds.), Applied latent class analysis (pp. 56-88). Cambridge, United Kingdom: Cambridge University Press.
Vermunt, J. K., & Magidson, J. (2002). Latent class cluster analysis. In J. A. Hagenaars & A. L. McCutcheon (Eds.), Applied latent class analysis (pp. 56-88). Cambridge, United Kingdom: Cambridge University Press.
Wright, S. P. (1998). Multivariate analysis using the mixed procedure. Proceedings of the Twenty-Third Annual SAS Users Group International Conference, paper 229. Retrieved from http://www2.sas.com/proceedings/sugi23/Stats/p229.pdf.