Nobody likes doing the boring stuff. We all want to go on holiday, but packing our bags is not the fun bit. We all want to have a nice burger (well, I do), but queuing for ages at an ever popular burger joint is not what we want. Traders all want to have positive P&L,…
Category: Data
Data, Events, Foreign Exchange, Python
QuantCon NYC 2018 review
by Saeed Amen •
John Fawcett, founder of Quantopian with Rich Newman, FactSet A big reason people visit New York is for the burgers, right? You’ve got Shake Shack, Minetta Tavern, the Burger Joint… I could construct quite a long list. OK, that’s probably just a reason which encourages me to visit New York! At the end of…
Data
Gauging how useful alternative data is
by Saeed Amen •
Hands up, if you’ve heard the words “alternative data” being used in quant circles recently? I can see a lot of hands up! I could ask the same questions for machine learning and artificial intelligence, and probably get the same reaction. The crux of any good trading strategy is using data as an input and…
Data, Foreign Exchange, General
At the chart of the matter & finding market patterns
by Saeed Amen •
I recently retweeted a link to a rather interesting tutorial on machine learning given by Google. One of my Twitter followers (@grodaeu) replied ‘totally missed opportunity to go “Learn machine learning by taking the same machine learning course 10000 times’. Ok, so I chuckled a bit after reading that reply. However, it did make me…
Data, Foreign Exchange, Python, TCA
Why create an open source FX TCA library?
by Saeed Amen •
The idea of transaction cost analysis (TCA) has been around for years. As the name suggests, it is analysis that can be done to understand how much you are paying for your trading. At its simplest level, it can involve calculating the slippage between the market mid and your executed price. If we are doing FX…
Data, Foreign Exchange, Python
Data for analysing cryptocurrencies
by Saeed Amen •
Currencies have been around for a while. For developed markets we have had freely floating currencies since the 1970s, so you have copious amounts of data to backtest. Many emerging markets currencies also have a reasonable history. There are of course complications, such as different currency regimes, where currencies have been pegged for part of…
Data
How much to pay for alternative data?
by Saeed Amen •
How much is something worth? The simplest definition is the price someone is willing to pay for it. Is a Leonardo da Vinci painting worth four hundred and fifty million dollars? Someone was willing to pay that much for it (and another party was willing to sell it them for that amount). Such a market…
Data, Foreign Exchange, General, Macro, Python
Hundreds of quant papers/libraries from #QuantLinkADay
by Saeed Amen •
I tweet a lot, perhaps too much. The question is always what shall I tweet about? Sometimes it’s about burgers, other times it’ll be some puns or there might even be some vastly impressive observation in a tweet I make (well, perhaps not, but we can always hope!). Over the past 2 years, to give me…
Data, Events, General
Interpretation talks at NIPS
by Saeed Amen •
“I model for a living”. If I had said that to my friends, I suspect it would be greeted by laughter. The closest I’ve been to a catwalk, is seeing, well a cat walk. Obviously, when I say, model, I mean quantitatively model. Without any sort of context, most people would likely interpret it from…
Data, General
Time series workshop at NIPS
by Saeed Amen •
I was recently at NIPS, a week long conference on machine learning. With over 8000 attendees, a new record for the event, it is one of the biggest conferences dedicated to machine learning. In the coming weeks, I’m looking forward to writing about the various subjects discussed at the event, including my general takeaways. In…