• Blog home
  • Elections
  • Polling
  • Sport
  • Weather
  • Forecasting
  • Diversity
  • Stats Training
  • Misc
  • Archive
  • Twitter
  • Back to Marriott Statistical Consulting

Nigel Marriott's Blog

An independent statistician using data to understand our world and to predict the future

You are here: Home / Archives for Scenario modelling

By-Elections #1 – How to predict outcomes in the Brexit era

February 19, 2017 By Nigel Marriott

Since the UK voted to leave the EU on 23rd June 2016, there have been 3 contested parliamentary by-elections (Witney, Richmond Park, Sleaford & North Hykeham) and one uncontested by-election (Batley & Spen which was the late Jo Cox’s seat).  Many commentators have analysed these results to see how the referendum result has impacted on parliamentary voting intentions.  Whatever voter dynamics are revealed, it is reasonable to assume that they are likely to influence future by-elections.  In late October 2016 just after the Witney result, I realised it could be possible to build a by-election model by combining two sources of data.

  1. My own estimates of the Leave & Remain votes in each of the 650 parliamentary constituencies where I calculated that 400 out of 650 seats voted Leave.
  2. My interpretation of the Lord Ashcroft “exit poll” carried out on 21st to 23rd June 2016 and published immediately after the results were announced. 

At the time, I described my by-election modelling approach in a youtube clip and that is worth listening to.  I have made some changes to my model since then so this post is the most up to date version of my model. I will illustrate the basic principle using the Witney by-election (David Cameron’s former seat) of 20th October 2016 where the top line numbers are:

[Read more…] about By-Elections #1 – How to predict outcomes in the Brexit era

Filed Under: Elections, Forecasting, Polling Tagged With: Brexit, By-elections, Election forecasting, EU Referendum, Forecasting model, Lord Ashcroft poll, Scenario modelling

Search this site

More blogs

UK Weather Tracker #113 – June 2026

June 2026 was the 2nd warmest June on record across the UK.  Unlike last month when I said I took … [Read More...] about UK Weather Tracker #113 – June 2026

Pay Gap Data #9 – Where can I find gender pay gap data for 2025?

The government requires nearly all employers with a headcount of 250 or more on their snapshot date … [Read More...] about Pay Gap Data #9 – Where can I find gender pay gap data for 2025?

UK Weather Trends #41 – Spring 2026

Spring 2026 in the UK was the 3rd hottest record with nearly all regions in England recording their … [Read More...] about UK Weather Trends #41 – Spring 2026

UK Weather Tracker #112 – May 2026

May 2026 was the 3rd warmest on record across the UK.  I have to take this on trust as I spent most … [Read More...] about UK Weather Tracker #112 – May 2026

Trophy Winners #1 – England Men’s Club Football 1889 to 2026

Arsenal won their 1st league title for 22 years, Man City won their second ever cup double and … [Read More...] about Trophy Winners #1 – England Men’s Club Football 1889 to 2026

Subscribe to Our Newsletter

Join our newsletter mailing list

Receive latest news, articles and offers

Select the categories of interest:

We are GDPR compliant. Read our privacy and Cookie policy for more info.

Check your inbox or spam folder to confirm your subscription.

Copyright © 2026 ·Registered in England, Company No. 5577275, VAT No. 883304029. Registered Office: Marriott Statistical Consulting Limited. Ground Floor, Wessex House, Pixash Lane, Keynsham BS31 1TP