Regression Modelling Project

build and assess linear regression models that explain variability in the

daily stock price of Vodafone using stock price data from other companies.

Don't use plagiarized sources. Get Your Custom Essay on
Regression Modelling Project
Just from $13/Page
Order Essay

(Dataset will be provided)

MM916 Regression Modelling Project

1. Project Overview In this project you will analyse and explore a large data set based on the daily closing stock-prices of 28 large companies. In particular, you will build and assess linear regression models that explain variability in the daily stock price of Vodafone using stock price data from other companies. \

You will be expected to use your own judgement, as well as the course content in order to come up with a predictive model for the Vodafone stock price.

2. Getting Started The dataset lse looks at the closing share prices for Vodafone and 27 other companies in the FTSE (Financial Times Stock Exchange) 100 Index. The FTSE 100 Index lists the share prices of the 100 companies with the highest market capitalisation that are part of the London Stock Exchange. That is, the companies with the highest market value, worked out by multiplying the company’s share price with the number of shares. [1] The data were taken from Yahoo Finance and the response variable, which predictions will be made on, is labelled VOD. The dataset includes daily data from January 2016 to January 2019. The other 27 company variables have been standardised with mean 0 and variance 1. The share price for Vodafone is one day ahead and so a regression model can be fit to predict the closing share prices at the end of day (i+1) using those of the 27 companies at the end of day (i) # load the London Stock Exchange data set load(“project_data.RData”)

The data have now been loaded and are accessible in a data frame called lse. You can quickly visualise the data columns by printing the first few rows of data using the head() function # print first rows of the London Stock Exchange data head(lse)

Note that you are being assessed on your approach to the analysis rather than having the perfect model, so make sure that you discuss your analysis as fully and clearly as possible.

3. Research Questions Explore the data (15 Marks)

• Produce appropriate visualisations and summary statistics which reflect the key relationships in the data

• Address any potential issues in the data that are highlighted by your exploratory analysis

• Think about whether any transformations are needed and discuss which transformations (if any) would be most appropriate

Model building (15 Marks) • Use a variety of techniques to build appropriate models for prediction




• Assess the validity of your model assumptions

• Discuss the selection of your final model

Discussion of Model (5 Marks) • Test your model using the prediction tool provided

• Discuss the fit of your model with respect to the validation data given by the prediction tool

4. Report Structure, Content & Submission Your project report will be graded out of 15 marks based on the rubric available on the course MyPlace page. However, your report should adhere to the following guidelines:

• The report should be a maximum of 6 pages in length including graphics and tables.

• Analysis should be fully described using full sentences.

• Graphs should be suitably labelled, sensibly scaled and cropped.

• Numerical R outputs used to answer questions should be neatly presented in tables or in the text.

• You should submit your R script along with your report in the assignment submission on MyPlace.

• You may use an appendix for supplementary plots and tables, however these *must not* contain information that is relevant to the key points being made in the report.



  • 1. Project Overview
  • 2. Getting Started
  • 3. Research Questions
    • Explore the data (15 Marks)
    • Model building (15 Marks)
    • Discussion of Model (5 Marks)
  • 4. Report Structure, Content & Submission

Academic Heros
Calculate your paper price
Pages (550 words)
Approximate price: -

Why Work with Us

Top Quality and Well-Researched Papers

Our writers are encouraged to read and research widely to have rich information before writing clients’ papers. Therefore, be it high school or PhD level paper, it will always be a well-researched work handled by experts.

Professional and Experienced Academic Writers

For one to become part of our team, thorough interview and vetting is undertaken to make sure their academic level and experience are beyond reproach, hence enabling us give our clients top quality work.

Free Unlimited Revisions

Once you have received your paper and feel that some issues have been missed, just request for revision and it will be done. In addition, you can present your work to the tutor and he/she asks for improvement/changes, we are always ready to assist.

Prompt Delivery and 100% Money-Back-Guarantee

All our papers are sent to the clients before the deadline to allow them time to review the work before presenting to the tutor. If for some reason we feel our writers cannot meet the deadline, we will contact you to ask for more time. If this is not possible, then the paid amount will be refunded.

Original & Confidential

Our writers have been trained to ensure work produced is free of plagiarism. Software to check originality are also applied. Our clients’ information is highly guarded from third parties to ensure confidentiality is maintained.

24/7 Customer Support

Our support team is available 24 hours, 7 days a week. You can reach the team via live chat, email or phone call. You can always get in touch whenever you need any assistance.

Try it now!

Calculate the price of your order

Total price:

How it works?

Follow these simple steps to get your paper done

Place your order

Fill in the order form and provide all details of your assignment.

Proceed with the payment

Choose the payment system that suits you most.

Receive the final file

Once your paper is ready, we will email it to you.

Our Services

You have had a hectic day, and still need to complete your assignment, yet it is late at night. No need to panic. Place your order with us, retire to bed, and once you wake up, the paper will be ready.


Essay Writing Service

It does not matter the urgency of your paper, or the academic level, our team is ready to help you 24/7. Just contact us and all your academic needs will be sorted.


Admission Essays & Business Writing Help

A student is often required to write an admission letter requesting to be admitted in a certain institution. For you to be gain that admission in your dream institution, you must write a convincing letter. You can depend on our team for the best admission letters.


Editing Support

Academic writing is not just about getting information and throwing it all over. Our team will ensure you have a polished paper that is coherent and has a good flow of information. We also ensure the paper follows the correct formatting styles like APA, Harvard, MLA, Chicago/Turabian.


Revision Support

If our writers write a paper but you are not satisfied in one way or another, you can always ask for revision. This is totally free. Our writers and editors will revise your paper untill you are be totally satisfied. We as well offer revision for papers not done by our writers at a small fee.