Learning outcome
1.1

1.1 Demonstrate a coherent understanding of the mathematical sciences.
2.1

2.1 Exhibit depth and breadth of knowledge in the mathematical sciences.
3.1

3.1 Investigating and solving problems using mathematical and statistical methods.
4.1

4.1 Communicate mathematical and statistical information, arguments, or results for a range of purposes using a variety of means.
5.1

5.1 Demonstrate personal, professional and social responsibility.
A1

build and apply experimental designs for the real-world problems.
K1

describe the concepts of experimental design, determine the design used in a particular practical situation, and identify the factors relevant to the situation;
K2

choose appropriate experimental design techniques in context of the problem;
K3

identify, analyse and report on a selection of advanced experimental designs;
K4

describe the concept of power in relation to experimental design, and perform power calculations for simple designs;
K5

interpret the results and computer output from all of the above designs and present clear, orderly and informative statistical summaries and technical reports.
S1

use technology to perform analysis of variance, including estimation of contrasts, planned and post hoc comparisons;
S2

perform formal statistical analysis of data from a variety of disciplines;
S3

use technology to generate and then interpret computer output and communicate statistical results and conclusions.