### Upcoming Workshops:

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 |
---|---|---|---|

Diagnostic Measurement | May 22-25, 2017 | Omni Hilton Head Oceanfront Resort, Hilton Head Island, South Carolina | Jonathan Templin |

Introduction to Longitudinal Multilevel Models | May 30-June 2, 2017 | Omni Hilton Head Oceanfront Resort, Hilton Head Island, South Carolina | Lesa Hoffman |

#### Spring 2016 Educational Psychology 905

#### Course Information

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 |

#### Course Materials

#### Helpful R Links and Resources

Books: | 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) |

#### Tentative Schedule of Course Topics

#### References

**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.