James Cook University Subject Handbook - 2024

SC5202 - Quantitative Methods in Science

Subject Description

An introduction to experimental and survey design and analysis. Topics include the principles of sampling design; hypothesis generation for experiments; collection of data; manipulations and interpretation of data; statistical methods used in science; and the use of data in scientific reports.

Learning Outcomes

• demonstrate sound knowledge of the basic principles that underpin sample selection, experimental design, data management, statistical theories, exploratory data analysis, and statistical analysis using basic linear modelling
• effectively integrate and execute statistical theories and processes using R and RStudio
• create, retrieve, analyse, synthesise, and evaluate outputs produced from R and RStudio, including demonstrating rigorous workflow documentation
• integrate statistical principles, methods, techniques and tools covered in this subject to plan and execute a statistical analysis

Subject Assessment

• Written > Examination (centrally administered) - (50%) - Individual
• Written > Test/Quiz 1 - (10%) - Individual
• Written > Examination (College administered) - (20%) - Individual
• Written > Field report - (20%) - Individual

Note that minor variations might occur due to the continuous subject quality improvement process, and in case of minor variation(s) in assessment details, the Subject Outline represents the latest official information.

Assumed Knowledge:  It would be advantageous for students to have a familiarity with how to use R (or have done the 'Getting Started with R module' within the JCU R Bootcamp).

Inadmissible Subject Combinations:  BS2001 BS5001 BZ5001 BZ2001 SC2202 SC2209

Availabilities