Statistic
Title | Time | Teacher | Room |
---|---|---|---|
Statistic | 04.07.2018 09:00 - 17:00 | IGS 0.0043 | |
Statistic | 05.07.2018 09:00 - 17:00 | IGS 0.0043 | |
Statistic | 06.07.2018 09:00 - 17:00 | IGS 0.0043 |
Instructor:
Farzad Noubary, Ph.D., Assistant Professor, Tufts University School of Medicine, Senior Statistician, Tufts Medical Center
in collaboration with Professor Mohamed Abou El-Enein, scientific coordinator of the translational track
Day 1
Session 1 & 2: Basics of research studies, types of data, measures of location and spread, graphics, correlation
Session 3 & 4: Basics of probability including conditional probability, diagnostic tests, Bayes Rule; data manipulation in Stata
Session 5 & 6: Sampling, discrete densities including the binomial and Poisson distributions, continuous densities including the normal
Day 2
Session 7 & 8: Expected value, estimation, central limit theorem, confidence intervals
Session 9 & 10: Hypothesis tests, p-values, one and two sample comparisons of means
Session11 & 12: Analysis of variance, F-distribution, multiple testing
Day 3
Session 13 & 14: Nonparametric tests, permutation tests
Session 15 & 16: Inference on proportions
Session 17 & 18: Contingency tables, chi-square test, Fisher’s exact test, paired data