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Nigel Marriott's Blog

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

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COVID19 Deaths #2A – Estimated Excess Deaths in England up to 1st May

May 3, 2020 By Nigel Marriott

In many countries across the world, the total effect of the Coronavirus pandemic is now being measured using the concept of Excess Deaths.  However, publication of such data by the Office of National Statistics for England is up to 2 weeks slower than the daily deaths published by Public Health England.  In this post, I explore how the PHE series can be used to estimate what the ONS will publish for excess deaths in England every Tuesday.

[Read more…] about COVID19 Deaths #2A – Estimated Excess Deaths in England up to 1st May

Filed Under: Archive Tagged With: Coronavirus, Covid19, Forecasting model, NHS, ONS, Pandemic, PHE, SARS-COV-2, Trend extrapolation

Coronavirus #3 – How many people have died of COVID19 in the UK?

April 24, 2020 By Nigel Marriott

The Financial Times (FT) has estimated the true number of COVID19 related deaths in the UK as of 20th April 2020 is 42,000 not 17,000 as published by the Department of Health & Social Care (DHSC).  In this article, I show that the FT headline is incorrect and is the result of either the FT comparing apples with pears due to a misunderstanding over what the various data sets measure or the FT attempting to estimate a number that can never be verified.

[Read more…] about Coronavirus #3 – How many people have died of COVID19 in the UK?

Filed Under: Misc Tagged With: Coronavirus, Covid19, Data journalism, data quality, DHSC, NHS, ONS, Pandemic, PHE, SARS-COV-2

UK Weather Tracker #38 – March 2020

April 10, 2020 By Nigel Marriott

After the wettest February on record, the UK followed it with an extremely normal (and boring) weather in March 2020.

[Read more…] about UK Weather Tracker #38 – March 2020

Filed Under: Archive Tagged With: Index, Presenting data, Weather, Weather Tracker

Coronavirus #2 – What sample size does Boris need to lift all restrictions?

April 2, 2020 By Nigel Marriott

April Fools day 2020 saw the hive mind of social media asking what the sample size should be to measure the extent of the Coronavirus in the UK.  I could see that many people responding were reaching for standard methodologies which are usually are based on specifying a desired confidence interval.  In doing so, they were overlooking a much more effective and relevant alternative based on the methodology of Acceptance Sampling, first developed by the US Military in World War 2.

[Read more…] about Coronavirus #2 – What sample size does Boris need to lift all restrictions?

Filed Under: Misc, Polling Tagged With: Acceptance Sampling, Bayes rule, Binomial Distribution, Coronavirus, Covid19, Probability, Sample size, Statistical Training

UK Weather Trends #12 – Winter 2020

March 8, 2020 By Nigel Marriott

The UK experienced its 5th wettest and warmest winter on record in 2020.

[Read more…] about UK Weather Trends #12 – Winter 2020

Filed Under: Archive Tagged With: multivariate data, Presenting data, principal components analysis, standardisation, trend analysis, Weather, weather trends, z-scores

UK Weather Tracker #37 – February 2020

March 8, 2020 By Nigel Marriott

February 2020 broke a string of boring months weather-wise in the UK with the wettest February on record.

[Read more…] about UK Weather Tracker #37 – February 2020

Filed Under: Archive Tagged With: Index, Presenting data, Weather, Weather Tracker

Pay Gaps #14 – Gender Pay Fingerprints are better than Gender Pay Gaps

February 19, 2020 By Nigel Marriott

Recently, a lot of people have been making incorrect claims about what a gender pay gap tells you.  I have been pointing out these errors but in doing so, I am conscious I come across as a pedant or a negative voice.  The problem is that the official gender pay gap measure (the difference between the median man and the median woman) is just a single number and that single number does not capture the full nuance of what is going on.  I have decided it is time to introduce the Gender Pay Fingerprint to the world as an alternative and going forward, I will be encouraging people to use this instead.

[Read more…] about Pay Gaps #14 – Gender Pay Fingerprints are better than Gender Pay Gaps

Filed Under: Diversity Tagged With: Box Plot, Gender Parity, Gender Pay Fingerprint, Gender Pay Gap, Income Quarters, Income Quartiles, industry sector, Pay Gap Analysis

UK Economy Tracker #7 – 2019 Q4

February 17, 2020 By Nigel Marriott

The mixed picture for the UK economy continued in Q3.  GDP growth is now at its lowest level since the 2008/9 recession but unemployment and inflation continues to be good.  The low level of growth though continues to be a drag on government finances.

[Read more…] about UK Economy Tracker #7 – 2019 Q4

Filed Under: Archive Tagged With: Economy Tracker, Presenting data, Trackers, UK Economy

Pay Gap Case Study #3- Will the BBC’s gender pay gap narrow after losing to Samira Ahmed?

February 13, 2020 By Nigel Marriott

The BBC presenter Samira Ahmed has won her claim for equal pay at the employment tribunal.  She successfully claimed that Jeremy Vine was an appropriate comparator for her pay.  She is not the only female presenter to make a claim with over 50 more claims under consideration at present.  Assuming that these are all successful, will these have any effect on the BBC’s gender pay gap for 2019 of 7p in the pound?

[Read more…] about Pay Gap Case Study #3- Will the BBC’s gender pay gap narrow after losing to Samira Ahmed?

Filed Under: Diversity Tagged With: Audit, BBC, Equal Pay, Gender Pay Gap, Median, Unequal Pay

Pay Gaps #13 – How could Ethnicity Pay Gap Reporting be introduced in the UK?

February 11, 2020 By Nigel Marriott

On 5th February 2020, Baroness Prosser laid a bill in the House of Lords which calls for the introduction of ethnicity pay gap reporting in addition to a number of other initiatives.  Last year I explained why ethnicity pay gap reporting cannot follow the same process as gender pay gap reporting so now is the time to explore how ethnicity pay gap reporting could be carried out.

[Read more…] about Pay Gaps #13 – How could Ethnicity Pay Gap Reporting be introduced in the UK?

Filed Under: Diversity Tagged With: classification, Closing Gaps, Data journalism, data quality, Ethnicity Pay Gap, Gender Pay Gap, SIC, Statistician

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