Date: 12-13 Oct 2015
Venue: Computer Lab, Level 2, KOM IIUM
Programme
Day 1
Time | Topic | |
8.00 am – 8:30 am | Registration | Sr. Hakimah |
8:30 am – 10:00 am | Basic concepts in biostatistics | AP Dr Jamalludin Ab Rahman |
Type of statistic (descriptive vs. analytical, univariate vs. multivariate) | ||
Type of variable (dependent vs. independent) | ||
Type of data (continuous vs. categorical) | ||
Distribution of data | ||
Summarizing data | ||
Central tendency (mean, median & mode) | ||
Spread/dispersion (e.g. SD, interquartile range) | ||
Hypothesis testing (p-value & Confidence Interval) | ||
10:00 am – 10:30 am | Morning Break | |
10.30 am – 12.00 pm | Descriptive Statistics | AP Dr Jamalludin Ab Rahman |
Describe categorical & continuous data | ||
Screening for missing values, outliers & extreme values | ||
Checking for Normal Distribution | ||
12.00 am – 1.00 pm | Comparing means | AP Dr Jamalludin Ab Rahman |
Independent sample t-test | ||
One-way ANOVA | ||
Paired t-test | ||
1.00 pm – 2.00 pm | Afternoon Break | |
2.00 pm – 2.30 pm | Comparing proportions | AP Dr Jamalludin Ab Rahman |
Chi-square test | ||
2.30 pm – 3.00 pm | Nom-parametric tests | AP Dr Jamalludin Ab Rahman |
Mann-Whitney U test | ||
Kruskall-Wallis test | ||
3.00 pm – 5.00 pm | Correlation | AP Dr Jamalludin Ab Rahman |
Pearson correlation coefficient test | ||
Spearman correlation coefficient test |
Day 2
Time | Topic | |
8.30 am – 10.00 am | Basic concepts in multivariate analysis | AP Dr Jamalludin Ab Rahman |
Relationship between variables | ||
Causation | ||
Confounding bias | ||
10.00 am – 10.30 am | Morning Break | |
10.30 am – 11.30 pm | Linear regression | AP Dr Jamalludin Ab Rahman |
11.30 am – 1.00 pm | Two-way ANOVA & ANCOVA | AP Dr Jamalludin Ab Rahman |
Univariate GLM | ||
1.00 pm – 2.00 pm | Afternoon Break | |
2.00 pm – 3.00 pm | MANOVA & MANCOVA | AP Dr Jamalludin Ab Rahman |
Multivariate GLM | ||
3.00 pm – 4.00 pm | Repeated measures ANOVA | AP Dr Jamalludin Ab Rahman |
4.00 pm – 5.00 pm | Logistic regression | AP Dr Jamalludin Ab Rahman |
Material