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According to Scotland's chief statistician, output in Scotland is now 0.4% above its pre-recession level.
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Without the December snow, reckon the statisticians, output would have been "flattish".
Statisticians said that output per hour was lower in all G7 countries in 2014 than would have been the case if pre-downturn trends had continued since 2007.
But he added that he did not know how the statisticians knew that the output could not be trusted.
Now statisticians mine the information output of the business for new ideas".The data-centred economy is just nascent," admits Mr Mundie of Microsoft.
Today, he is assistant statistician in the input-output statistics branch of the Office of the Chief Economic Adviser in the Scottish government, where he helps analyze economic data and calculate the gross domestic product of Scotland.
But ever since statisticians started rigorously calculating economic output in the 1930s, economists have fixated on one measure: gross domestic product (GDP).
We cannot emphasise enough the importance of checking outputs with a qualified statistician before progressing to publication.
Even if professional help is at hand, researchers might find it useful to work through the analysis process before checking the outputs with a qualified statistician so as to better understand their own data.
For many years, government statisticians have used worker compensation to approximate output in many service industries, which makes little or no intuitive sense.
To come up with an estimate of GDP, statisticians need to add together estimates of output from a sample of businesses in every part of the economy, from farming to service industries.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com