| No | Time | Topic | Literature | Overheads | Do-files | Video | Standard analysis | Data used in the lectures (Stata: .dta, SPSS: .sav, Excel:.xls) |
|---|---|---|---|---|---|---|---|---|
| 1 | Wednesday September 14 9.15 to 12.00 |
Introduction One normal sample |
Chapter 1-6, 8.4-5 | day1.pdf day1_onepage.pdf QQcatalog |
day1.do BMIanalysis.do |
Descriptive statistics Structure the do file Evaluating normality |
Standard1-1.pdf |
bmiwomen.dta bmiwomen.sav bmiwomen.xls |
| 2 | Wednesday September 21 9.15 to 12.00 |
Logarithm and transformation A note on logarithms Two normal samples Non-parametric methods Sample size calculations |
Chapter 13.1-3, 7.1-5, 8.4-5 30.1-2 (Wilcoxon rank sum test) Table 35.1, 35.1-7 |
day2.pdf day2_onepage.pdf |
day2.do |
Log-transformations |
Standard2-1.pdf | normtemp.dta
fishoil.dta
bwsmoking.dta
normtemp.sav fishoil.sav bwsmoking.sav normtemp.xls fishoil.xls bwsmoking.xls |
| 3 | Wednesday September 28 9.15 to 12.00 |
Paired data Non-parametric methods Transformations |
Chapter 7.6 30.1-2 (Wilcoxon sign rank test) , 36.4 |
day3.pdf day3_onepage.pdf BAcatalog |
day3.do |
Standard3-1.pdf Standard3-2.pdf |
energy.dta
albumin.dta T4T8.dta pefrwright.dta energy.sav albumin.sav T4T8.sav pefrwright.sav energy.xls albumin.xls T4T8.xls pefrwright.xls |
|
| 4 | Wednesday October 5 9.15 to 12.00 |
One and two binomial samples Paired data Cross-tabulated data |
Chapter 14-17 21.1-3, Table 35.1 |
day4.pdf day4_onepage.pdf |
day4.do | Standard4-1.pdf Standard4-2.pdf |
cold.dta
water.dta
vaccine.dta smokers.dta triceps.dta cold.sav water.sav vaccine.sav smokers.sav triceps.sav cold.xls water.xls vaccine.xls smokers.xls triceps.xls |
|
| 5 | Wednesday October 12 9.15 to 12.00 |
Linear regression Correlation Model diagnostics Analysis of covariance |
Chapter 10.1-2 10.3, 30.1-2 rank correlations 12.1-3 11.6 |
day5.pdf day5_onepage.pdf |
day5.do | Standard5-1.pdf | plasma.dta
pefr.dta plasma.sav pefr.sav plasma.xls pefr.xls |
|
| 6 | Wednesday October 19 9.15 to 12.00 |
One-way ANOVA Kruskal-Wallis test |
Chapter 9.1-2 10.4 30.1-2 Kruskal-Wallis test |
day6.pdf day6_onepage.pdf |
day6.do |
haemoglob.dta haemoglob.sav haemoglob.xls |
||
| 7 | Wednesday October 26 9.15 to 12.00 |
Logistic regression with one categorical and one covariate |
Chapter 16.6-7 19.1-3 19.5 |
day7.pdf day7_onepage.pdf |
day7.do | Standard7-1.pdf |
postterm.dta postterm.sav postterm.xls |
|
| 8 | Wednesday November 2 9.15 to 12.00 |
Time to event Cox regression Incidence rates |
Chapter 26.1, 26.3-5 27 22.1-3,22.5, 23.1-2 |
day8.pdf day8_onepage.pdf LMLcatalog |
day8.do | Standard8-1.pdf |
meldates.dta meldates.sav meldates.xls |