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Linear statistical modelling

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This module covers statistical modelling where a response variable depends on one or several explanatory variables: such as how well patients respond to a treatment, given their age and disease severity; or how different strains of wheat compare when grown in various conditions. Taking a practical approach, you’ll use real problems and data to stimulate analyses and their interpretation. Statistical tools are introduced, and use of the statistical software package, GenStat (supplied) is taught. You need a reasonable understanding of basic statistical ideas, as developed by Analysing data (M248). You’ll learn to use the most important methods of analysing data – a skill that too few people have.

Modules at Level 3 assume that you are suitably prepared for study at this level. If you want to take a single module to satisfy your career development needs or pursue particular interests, you don’t need to start at Level 1 but you do need to have adequately prepared yourself for OU study in some other way. Check with our Student Registration & Enquiry Service to make sure that you are sufficiently prepared.

Register for the course


Start End Fee Register
04 Oct 2014 Jun 2015
£440.00
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Registration opens on 24/04/14

This course is expected to start for the last time in October 2015.
Start End Fee Register
04 Oct 2014 Jun 2015
£440.00
Choose country above

Registration opens on 24/04/14

This course is expected to start for the last time in October 2015.
Start End Fee Register
04 Oct 2014 Jun 2015
£985.00
Choose country above

Registration opens on 24/04/14

This course is expected to start for the last time in October 2015.
Start End Fee Register
04 Oct 2014 Jun 2015
£440.00
Choose country above

Registration opens on 24/04/14

This course is expected to start for the last time in October 2015.
Start End Fee Register
04 Oct 2014 Jun 2015
£440.00
Choose country above

Registration opens on 24/04/14

This course is expected to start for the last time in October 2015.
Start End Fee Register
04 Oct 2014 Jun 2015
£865.00
Choose country above

Registration opens on 24/04/14

This course is expected to start for the last time in October 2015.
Start End Fee Register
04 Oct 2014 Jun 2015
£1316.00
Choose country above

Registration opens on 24/04/14

This course is expected to start for the last time in October 2015.
Start End Fee Register
04 Oct 2014 Jun 2015
£1316.00
Choose country above

Registration opens on 24/04/14

This course is expected to start for the last time in October 2015.
Start End Fee Register
04 Oct 2014 Jun 2015
£440.00
Choose country above

Registration opens on 24/04/14

This course is expected to start for the last time in October 2015.
Start End Fee Register
04 Oct 2014 Jun 2015
£1316.00
Choose country above

Registration opens on 24/04/14

See below for information about part time tuition fee loans available for study towards a qualification.

This course is expected to start for the last time in October 2015.

*Fees may vary by country.

What you will study

This module is about the statistical modelling of situations in which a response variable depends on at least one explanatory variable. It offers a practical treatment of an important area of statistical methodology, applicable in a wide variety of situations. For example, it enables us to deal with questions such as how cavity wall insulation will affect the total energy consumption of a house; or how the probability of a successful bone marrow transplant is influenced by the ages of the donor and recipient, and other factors; or how loss due to abrasion might depend on the hardness and tensile strength of samples of rubber. M346 uses real problems and data to stimulate analyses and their interpretation. Technical background is not ignored, but the main emphasis is on the knowledge needed to analyse data effectively.

The module begins with a general introductory unit, including a review of the general statistical methods and concepts that will be used later. The next unit gives a complete introduction to using the statistics package GenStat for Windows (which is supplied). We then move on to the basic linear regression model, extensions of which are the core of this module. Subsequent units introduce a wide variety of linear statistical modelling tools: one-way analysis of variance, multiple regression, more general analysis of variance and designed experiments. All these are widely applicable cases of the normal linear model. Further units develop linear modelling in the more general framework of the generalised linear model: binary regression; the full generalised linear model; diagnostic checking; and log-linear modelling. A closing unit applies the methods you have learnt to the analysis of further data sets. The GenStat package is extensively used throughout the module to perform the necessary calculations and analyses.

You will learn

Successful study of this module should enhance your skills in analysing and interpreting data.

Entry

This is a Level 3 module. Level 3 modules build on study skills and subject knowledge acquired from studies at Levels 1 and 2. They are intended only for students who have recent experience of higher education in a related subject, preferably with the OU. 

You need a basic knowledge of the ideas of statistical science at the level of Level 2 introductory module Analysing data (M248): a theoretical grounding is not expected, but you should have a conceptual understanding of basic topics and should be able to apply the ideas and interpret the answers they give. The topics include histograms, boxplots and scatterplots; normal, Poisson and binomial distributions; the central limit theorem; confidence intervals; hypothesis testing; simple linear regression; correlation. All these are reviewed in the early units of the module. 

Some experience of using a statistical software package is expected, although you are not expected to be familiar with GenStat. If you used MINITAB in M248 you will have the necessary expertise. The module also requires a mathematical knowledge similar to that expected in an introductory statistical module such as M248. You are expected to be familiar with mathematical notation, to be able to follow short algebraic arguments, to handle the logarithm and exponential functions, and to use formulae. You will not be expected to follow complicated algebraic arguments or to produce a great deal of algebra in your written work. 

To help determine whether you are adequately prepared for this module try our Diagnostic Quiz.

If you have any doubt about the suitability of the module, please contact our Student Registration & Enquiry Service.

Regulations

As a student of The Open University, you should be aware of the content of the Module Regulations and the Student Regulations which are available on our Essential documents website.

If you have a disability

Some students may find using some of the study material challenging. Diagrams and data tables are used extensively in the module, both in text and on computer screens, and you will be asked to interpret graphs. If you have a visual impairment you may need assistance from a sighted helper for working with GenStat and looking at its graphical output. You will need to spend considerable amounts of time using a personal computer.  Please contact us for advice if you have concerns about taking this module, or about the support that could be provided. Our Services for disabled students website has the latest information about availability.

If you have particular study requirements please tell us as soon as possible, as some of our support services may take several weeks to arrange. Visit our Services for disabled students website for more information, including:

  • help to determine your study requirements and how to request the support that you need  
  • Disabled Students' Allowances (DSAs)
  • using a computer for OU study
  • equipment and other support services that we offer
  • examination arrangements
  • how to contact us for advice and support both before you register and while you are studying.

Study materials

What's included

Module books, a CD-ROM, website, and online forums.

You will need

Calculator (basic mathematical functions would be useful).

You require access to the internet at least once a week during the module to download some essential module resources and to keep up to date with module news.

Computing requirements

You will need a computer with internet access to study this course. It includes online activities – you can access using a web browser – and some course software provided on disk.

  • If you have purchased a new desktop or laptop computer running Windows since 2007 you should have no problems completing the computer-based activities.
  • A netbook, tablet or other mobile computing device is not suitable for this course – check our Technical requirements section.
  • If you have an Apple Mac or Linux computer – please note that you can only use it for this course by running Windows on it using Boot Camp or a similar dual-boot system.

You can also visit the Technical requirements section for further computing information including the details of the support we provide.

Teaching and assessment

Support from your tutor

You will have a tutor who will help you with the study material and mark and comment on your written work, and whom you can ask for advice and guidance. We may also be able to offer group tutorials or day schools that you are encouraged, but not obliged, to attend. Where your tutorials are held will depend on the distribution of students taking the module.

Contact our Student Registration & Enquiry Service if you want to know more about study with The Open University before you register.

Assessment

The assessment details for this module can be found in the facts box above.

Please note that TMAs for all undergraduate mathematics and statistics modules must be submitted on paper as – due to technical reasons – we are unable to accept TMAs via our eTMA system.

Professional recognition

This module may help you to gain membership of the Institute of Mathematics and its Applications (IMA). For further information, see the IMA website.

Future availability

The details given here are for the module that starts in October 2014. We expect it to be available once a year.

How to register

To register a place on this course return to the top of the page and use the Click to register button.

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Distance learning

The Open University is the world’s leading provider of flexible, high quality distance learning. Unlike other universities we are not campus based. You will study in a flexible way that works for you whether you’re at home, at work or on the move. As an OU student you’ll be supported throughout your studies – your tutor or study adviser will guide and advise you, offer detailed feedback on your assignments, and help with any study issues. Tuition might be in face-to-face groups, via online tutorials, or by phone.

For more information read Distance learning explained.

Are you already an OU student ? Go to StudentHome for information on choosing your next module.
Course facts
About this course:
Course code M346
Credits 30
OU Level 3
SCQF level 10
FHEQ level 6
Course work includes:
4 Tutor-marked assignments (TMAs)
Examination
No residential school

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