This module covers the essential concepts of probability and statistics, including the design and analysis of trials. A range of popular statistical techniques are dealt with, ranging from classical tests based on the normal distribution to non-parametric methods. Emphasis is on the practical use of statistics to improve data analysis and enhance decision making.
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At a glance
- 11 - 15 Jan 2021
- Duration5 days
- LocationCranfield University at Shrivenham
Accredited Short Course fee - £1,450
Standalone Short Course fee - £1,750
Course structureOne course per year; 5 days duration per course. Lectures, including tutorial elements, and practicals using statistical software.
What you will learn
On successful completion the student should be able to:
critically assess and calculate probabilities for the binomial, Poisson and normal distributions,
- critically assess and execute significance tests and confidence intervals for means and variances in one-sample, two-sample, large sample and small sample cases,
- critically assess and execute simple linear regression, one-way and two-way analysis of variance.
- summarising data and exploratory data analysis (by pre-reading),
- probability and probability distributions,
- confidence intervals,
- significance tests for large and small samples,
- tests of consistency and goodness of fit,
- non-parametric methods,
- introduction to experimental and trials design,
- analysis of variance for the analysis of experimental data,
- statistical aspects of simulation modelling.
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Find out more about short course credit points.
Who should attendThose involved with designing and analysing the results of trials, experiments or surveys in any area where these results are not wholly predictable, such as military trials, industrial experiments or social surveys. The course assumes no prior knowledge of statistics and the mathematical level is at a mixture of A-level and GCSE level.
Location and travel
Cranfield Defence and Security (CDS) is a Cranfield School based at the Ministry of Defence establishment on the Oxfordshire/Wiltshire borders.
Shrivenham itself lies in the picturesque Vale of the White Horse, close to the M4 motorway which links London and South Wales. It is 7 miles from Swindon, the nearest town, which lies off the M4 at the hub of Britain’s motorway network.
Bath, Cheltenham, Bristol and Oxford are all within an hour’s drive and London less than two hours away by car.
All visitors must be pre-booked in at reception by the person they are visiting on the campus.
Read our Professional development (CPD) booking conditions.