| 1. | |
Course Intro | What is biostatistics? One real world example. What we are going to learn? |  |
| 2. | |
Study Design | Study Design: Observational and Randomized; Discussion on Research question and appropriate Study designs for each senario. | |
| 3. | |
Quantifying the extent of Disease / Summarizing Data Collected in the Sample | Learn some terms, prevalence, Incidence, Risk Difference, Population Attributable Risk, Relative Risk, Odds Ratio; Also learned some sampling methods, ROC, EER | |
| 4. | |
Real Data Analysis (BRFSS data), search for open big data in Public Health Research | Real world big data analysis using BRFSS data; More discussion on publicly available open big data sets in Public Health Reserach | |
| 5. | |
Confidence Interval, R for Data Science(dplyr, ggplot) | Learned CI for one sample, two sample continuous, and categorical outcomes, CI for RD, RR, and OR; Also learned R data analysis | |
| 6. | |
More details on CI calculation for OR and RR; solved quiz problems | CI derivation for OR using delta method and CLT; In practice CI derivation for RR; Solved other quiz problems | |
| 7. | |
Hypothesis Testing | Hypothesis testing for one, two samples for continuous and dichotomous outcomes; | |
| 8. | |
Multivariate Methods; Sample Size Calculation | linear regression, logistic regression; Sample size calculation for diverse senarios | |
| 9. | |
How to read Research papers | Discussion on how to read Research papers in Public Health Research | |
| 10. | |
Nonparametric methods; Survival analysis 1 | Learned concepts for sign test, wilcoxon signed rank test, wilcoxon rank sum tests; Learned time to event variables, cencering, and Kaplan Meier approach | |
| 11. | |
Team based work for Team project | How to search research papers; Discuss topics for team project; How to visualize findings | |
| 12. | |
Survival analysis 2 ; Multiple Testing | log-rank test, Cox-proportional hazard regression; basic multiple testing methods; bonferroni, holms for FWER, and Benjamini and Hochberg for FDR. | |
대구광역시 동구 동내로 64(동내동 1119) 우)41061
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