Postgraduate course

in

ANOVA and Repeated Measurements

Last edited on September 29th 2016 at 9:30 am

By Bo Martin Bibby

bibby@biostat.au.dk

- Jos W. R. Twisk:
*Applied Longitudinal Data Analysis for Epidemiology. A Practical Guide*. Second Edition (2013). Cambridge University Press. - Brady T. West, Kathleen B. Welch & Andrzej T. Galecki:
*Linear Mixed Models. A Practical Guide Using Statistical Software*. Second Edition (2015). Chapman & Hall.

09.15 - 11.00 | Introduction, One-Way ANOVA, and Two-Way ANOVA | Lectures: Lecture notes day 1 |

11.00 - 12.00 | Exercises | Stata code used at the lectures day 1: day1.do. |

12.00 - 13.00 | Lunch break | Data sets used at the lectures day 1:Stata: cancer.dta, weight.dta and bmidb.dta. Excel: cancer.xls, weight.xls and bmidb.xls. |

13.00 - 14.00 | Introduction to MANOVA | Exercises: Exercises day 1 |

14.00 - 15.45 | Exercises | Data sets used at the exercises day 1:Stata: folate.dta, shotput.dta and wh.dta. Excel: folate.xls, shotput.xls and wh.xls. Solution to exercises day 1: exday1.do. |

09.15 - 11.00 | Repeated Measurements part 1 | Lectures: Lecture notes day 2 |

11.00 - 12.00 | Exercises | Stata code used at the lectures day 2: day2.do |

12.00 - 13.00 | Lunch break | Data sets used at the lectures day 2:Stata: rat.dta, vo2.dta and gb.dta. Excel: rat.xls, vo2.xls and gb.xls. |

13.00 - 14.00 | Repeated Measurements part 2 | Exercises: Exercises day 2 |

14.00 - 15.45 | Exercises | Data sets used at the exercises day 2:Stata: leukocyte.dta, crp.dta and cardiac.dta. Excel: leukocyte.xls, crp.xls and cardiac.xls. Solution to exercises day 2: exday2.do. |

09.15 - 10.30 | Time as a covariate, random coefficient models | Lectures: Lecture notes day 3 |

10.30 - 12.00 | Exercises | Stata code used at the lectures day 3: day3.do. |

12.00 - 13.00 | Lunch break | Data sets used at the lectures day 3:Stata: height.dta, distance.dta and diet.dta. Excel: height.xls, distance.xls and diet.xls. |

13.00 - 14.30 | More complex designs/models | Exercises: Exercises day 3 |

14.30 - 15.45 | Exercises | Data sets used at the exercises day 3:Stata: crp.dta and smoke.dta . Excel: crp.xls and smoke.xls. Solution to exercises day 3: exday3.do. |

09.15 - 10.30 | Variance component models | Lectures: Lecture notes day 4 |

10.30 - 12.00 | Exercises | Stata code used at the lectures day 4: day4.do. |

12.00 - 13.00 | Lunch break | Data sets used at the lectures day 4:Stata: mouse.dta, sts.dta and cardiac.dta. Excel: mouse.xlsx, sts.xlsx and cardiac.xls. |

13.00 - 14.00 | Choice of analysis, presenting the analysis and the results | Exercises: Exercises day 4 |

14.00 - 15.00 | Exercises | Data sets used at the exercises day 4:Stata: capillary.dta and pss.dta . Excel: capillary.xlsx and pss.xlsx. |

15.00 - 15.45 | Course evaluation | Solution to exercises day 4: exday4.do. |

09.15 - 12.00 | Analysis of own data / individual consultations |

12.00 - 13.00 | Lunch break |

13.00 - 15.45 | Analysis of own data / individual consultations |

09.15 -13.00 | Presentation of analysis of own data | Prepare a 10 minute presentation:What is the scientific question, what data do you have, what statistical analyses did you do and what were the results and conclusions? |