BC SOCIETY
Saved by @Alex1Powell

and his team listen to the community's feedback and offer, within a window of three years, two fantastic, insightful and impactful forecasting competitions, the M4 and M5. I am tired with all the "sceptics" that try to dismiss the competitions' results.
1/8

 First, the ongoing discussion on error measures. It seems that everyone in the forecasting community has devised their own measures, and if someone is using another one then s/he is doomed. The real question is: does the chosen error measure fit the purpose of the exercise?
2/8
Second, the disbelief on the results especially from people that did not participate in the competitions. I have said that before, but skin in the game is important in forecasting (if you want to call your self a forecaster).
3/8
The fact that a method won a competition does not mean that it will win all future competitions. But, there are important lessons to be learnt. In the case of M3 and Theta: the value of information decomposition. In the case of M4 & M5: the value of cross-learning.
4/8
Such insights should be taken into account when designing future methods and algorithms. Since 2000, I have seen many new implementations of the Theta method that have improved on the original proposition. The same will surely be the case with the top methods of M4 & M5.
5/8
Third, the inability to understand the inherent limitations of designing a forecasting competition. No forecasting competition is going to be perfect. The same way that no RCT experiment will fully reflect reality. But, this does not mean that each competition does not add...
6/8
...to our understanding of forecasting. If the father of forecasting, @spyrosmakrid himself, has changed his view towards "complex" methods and saw the value of ML methods, this should be a paradigm for everyone else in the community.
7/8
I am not affiliated with the Makridakis Open Forecasting Centre, but its motto says it all: "Learn. Forecast. Compete. Disseminate. Excel." @spyrosmakrid
I invite others to do the same.
8/8
@threadreaderapp
#unroll

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It is true, there are people who haven't been following guidelines (by definition that happened a LOT at Christmas/NYE in my region), but even before, we know transmission in private gatherings happens. 2/

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Joanna Cherry:"Alex Salmond secured a concession that nothing in Scotland Act would preclude the people of Scotland from subsequently choosing an independent future. This is recorded in Hansard during second reading of Referendums (Scotland & Wales) Bill, May 21, 1997."

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I have kept quiet about Matthew's recent outpourings on here but as my estwhile co-author has now seen fit to portray me as an enabler of oppression I think I have a right to reply. So I will.

I consider Matthew to be a colleague and a friend, and we had a longstanding agreement not to engage in disputes on twitter. I disagree with much in the article @UOzkirimli wrote on his research in @openDemocracy but I strongly support his right to express such critical views

I therefore find it outrageous that Matthew saw fit to bully @openDemocracy with legal threats, seeking it seems to stifle criticism of his own work. Such behaviour is simply wrong, and completely inconsistent with an academic commitment to free speech.

I am not embroiling myself in the various other cases Matt lists because, unlike him, I think attention to the detail matters and I don't have time to research each of these cases in detail.
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The last Hindu king of Pakistan.

The name Amarkot is known to all in our subcontinent as the birthplace of Emperor Akbar. When Humayun was fleeing from Sher Shah, Rana Prasad of Amarkot sheltered him and this is where Emperor Akbar was born.

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@talesofBharat


They have always maintained friendly relations with the rulers. The Mughal court and the Rana of Amarkot had special respect because Emperor Akbar was born in the shelter of Amarkot Raj. They did not even have to attend court regularly.

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Dara Shikohar provided Rana supplies to Amarkot during his expedition to Kandahar.
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Sodha is the family name of the Maharajas of..

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Amarkot,They were originally known as Sodha Rajputs. Despite possessing a very small kingdom, he was far ahead in terms of wealth and honor. During the British rule, Rana Ratan Singh led the anti-British movement in Sindh. In 1753, the British occupied the state of Amarkot,
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which was his and his ancestral home, and hanged Rana Ratan Singh on a high platform on the walls of Amarkot fort. It hangs in front for a few days. Even today, a folk song called "Mor tor tilaya rana" is very popular in Sindhi language.
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