Search units & courses
Every unit, course, major, minor and specialisation in the Monash handbook, with requisite maps and course structures.
ITI5197Statistical data modelling
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit explores the statistical modelling foundations that underlie the analytic aspects of Data Science. Motivated by case studies and working through examples, this unit covers the mathematical and statistical basis with an emphasis...
Indonesia
ITO5197Statistical data modelling
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit explores the statistical modelling foundations that underlie the analytic aspects of Data Science. Motivated by case studies and working through examples, this unit covers the mathematical and statistical basis with an emphasis...
Monash Online
ENG6805Statistical data processing and operations research
No reviews yetUnitLevel 6Engineering
This unit introduces the basic engineering statistical analysis and operations research techniques for engineers. Topics include modelling data, statistical inferences, correlations and simple linear regressions, linear programming,...
Semester 1Malaysia
ETF2020Statistical foundations of business analytics
No reviews yetUnitLevel 26 credit pointsBusiness and Economics
The business world is characterised by decision making in an environment of risk. To gain a deeper understanding of the tools and models used in business analytics, a strong foundation in probability and statistics is required. Probability...
Semester 1Semester 2Caulfield
ETF5202Statistical foundations of business analytics
No reviews yetUnitLevel 56 credit pointsBusiness and Economics
The business world is characterised by decision making in an environment of risk. To gain a deeper understanding of the tools and models used in business analytics, a strong foundation in probability and statistics is required. Probability...
Semester 1Semester 2Caulfield
BEX6500Statistical inference
No reviews yetUnitLevel 6Business and Economics
This unit provides an introduction to probability theory and statistical inference for graduate studies in econometrics and business statistics and related fields. It is intended to prepare research students for a range of other units in...
ETX5601Statistical inference
No reviews yetUnitLevel 56 credit pointsBusiness and Economics
This unit provides an introduction to probability theory and statistical inference for graduate studies in econometrics and business statistics and related fields. It is intended to prepare you before you undertake a research program in an...
Semester 1Caulfield
ETX6500Statistical inference
No reviews yetUnitLevel 66 credit pointsBusiness and Economics
This unit provides an introduction to probability theory and statistical inference for graduate studies in econometrics and business statistics and related fields. It is intended to prepare research students for a range of other units in...
MTH5540Statistical learning in finance
No reviews yetUnitLevel 56 credit pointsScience
Bayesian inference. Linear Gaussian models. Kalman filter. Maximum likelihood. Fischer information. Cramer-Rao bound. Supervised classification. Tree based methods. Support vector machines. Introduction to R.
Semester 1Clayton
ETC3555Statistical machine learning
No reviews yetUnitLevel 36 credit pointsBusiness and Economics
This unit covers the methods and practice of statistical machine learning for modern data analysis problems. You will take a deep look at the procedure of learning from data with particular focus placed on how to effectively learn model...
Semester 2Clayton
ETC5555Statistical machine learning
No reviews yetUnitLevel 56 credit pointsBusiness and Economics
This unit covers the methods and practice of statistical machine learning for modern data analysis problems. You will take a deep look at the procedure of learning from data with particular focus placed on how to effectively learn model...
Semester 2Clayton
STA1010Statistical methods for science
No reviews yetUnitLevel 16 credit pointsScience
Descriptive statistics, scatter plots, correlation, line of best fit. Elementary probability theory. Confidence intervals and hypothesis tests using normal, t and binomial distributions. Use of computer software. Formal treatment of...
Semester 1Semester 2Clayton
ETC2560Statistical modelling for actuarial studies
No reviews yetUnitLevel 26 credit pointsBusiness and Economics
This unit aims to provide an introduction of several important mathematical and statistical techniques that are of particular relevance to actuarial work. It covers the topics of exploratory data analysis, linear regression, generalised...
Semester 2Clayton
ETC5256Statistical modelling for actuarial studies
No reviews yetUnitLevel 56 credit pointsBusiness and Economics
This unit aims to provide a grounding in several important statistical and mathematical methods that are of particular relevance to actuarial work. It covers the areas of exploratory data analysis, linear regression, generalised linear...
Semester 2Clayton
ETW2510Statistical modelling for decision making
No reviews yetUnitLevel 26 credit pointsBusiness and Economics
This unit will introduce you to the empirical analysis of relationships between variables. The approach is based on linear regression theory and emphasises applied analysis of cross-sectional and time series data. Topics studied include...
Semester 1Semester 2Malaysia
ETC4400Statistical theory and practice
No reviews yetUnitLevel 46 credit pointsBusiness and Economics
The objective of this unit is to outline the general principles that underlie advanced methods of frequentist statistical inference. Building on maximum likelihood estimation (MLE), the unit provides a formal treatment of quasi-MLE,...
Semester 1Clayton
ETC5440Statistical theory and practice
No reviews yetUnitLevel 56 credit pointsBusiness and Economics
The objective of this unit is to outline the general principles that underlie advanced methods of frequentist statistical inference. Building on maximum likelihood estimation (MLE), the unit provides a formal treatment of quasi-MLE,...
Semester 1Clayton
ETC2420Statistical thinking
No reviews yetUnitLevel 26 credit pointsBusiness and Economics
This unit presents data analysis, statistical modelling and decision-making in the presence of uncertainty, using a computational approach. You will use different frameworks of probability that are helpful for analysing real-world...
Semester 1Semester 2Clayton
ETC5242Statistical thinking
No reviews yetUnitLevel 56 credit pointsBusiness and Economics
This unit presents data analysis, statistical modelling and decision-making in the presence of uncertainty, using a computational approach. You will use different frameworks of probability that are helpful for analysing real-world...
Semester 1Semester 2Clayton
PSY4210Statistics and data science for psychology
No reviews yetUnitLevel 46 credit pointsMedicine, Nursing and Health Sciences
In this unit you will be provided with an applied understanding of statistics and data science methods commonly used in Psychological Sciences. The unit has an applied focus and emphasises learning both the theory and interpretation of...
Semester 1ClaytonMalaysia