Quantitative Analysis
Unit of study table (Table R)
| Unit of study | Credit points | A: Assumed knowledge P: Prerequisites C: Corequisites N: Prohibition |
|---|---|---|
| BMET9925 AI, Data, and Society in Health |
6 | A Familiarity with general mathematical and statistical concepts. Online learning modules will be provided to support obtaining this knowledge N BMET2925 |
| DATA5441 Networks and High-dimensional Inference |
6 | A Linear algebra (matrices, eigenvalues, etc.); introductory concepts in statistics (statistical models, inference); a programming language |
| ECON6003 Mathematical Methods of Econ Analysis |
6 | P ECON5001 and ECON5002 N ECON6703 |
| EDPK5002 Quantitative Methods |
6 | |
| FMHU5002 Introductory Biostatistics |
6 | N PUBH5018 |
| OLET5606 Data Wrangling |
2 | A Basic exploratory data analysis, basic coding in R |
| OLET5610 Multivariate Data Analysis |
2 | |
| PUBH5215 Analysis of Linked Health Data |
6 | A The unit assumes introductory-level programming skills in SAS or R, assumes introductory-level knowledge in epidemiology, e.g., PUBH5010 or CEPI5100, and introductory-level knowledge in biostatistics or statistics, e.g., PUBH5018 or FMHU5002. C (PUBH5010 or BSTA5011 or CEPI5100) and (PUBH5211 or PUBH5217 or BSTA5004) |
| PUBH5217 Biostatistics: Statistical Modelling |
6 | P PUBH5018 or FMHU5002 N (PUBH5211 or PUBH5212 or PUBH5213) |
| PUBH5218 Advanced Statistical Modelling |
6 | P PUBH5217 N CEPI5310 |
| PUBH5317 Advanced Economic and Decision Analysis |
6 | P (PUBH5010 or CEPI5100 or BSTA5011) and (PUBH5018 or FMHU5002 or BSTA5002) C PUBH5312 N PUBH5205 or PUBH5307 |
| SSPS6001 Quantitative Methods in Social Sciences |
6 | |
| STAT5002 Introduction to Statistics |
6 | A HSC Mathematics |
| STAT5003 Computational Statistical Methods |
6 | A STAT5002 or equivalent introductory statistics course with a statistical computing component |
| STAT5611 Statistical Methodology |
6 | A Familiarity with probability theory at 4000 level (e.g., STAT4211 or STAT4214 or equivalent) and with statistical modelling (e.g., STAT4027 or equivalent). Please consult with the coordinator for further information Department permission required for enrolment. Please consult with the coordinator for further information. This unit is only available in even years. |
