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AlternativeAnalytics
AlternativeAnalytics

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How AI, alternative data and insights from psychology resulted in an innovative stock market indicator

A short walkthrough on how the combination of three exciting fields; behavioural finance, alternative data and machine learning leads to new insights in to the stock market — Did you ever notice that you are more cautious in traffic after there has been a large accident in the news? Then you are aware that sometimes the human brain takes shortcuts that behavioural economists call heuristics. Additionally, you are probably aware that alternative (big) data is giving rise to…

Stock Market

5 min read

How AI, alternative data and insights from psychology resulted in an innovative stock market…
How AI, alternative data and insights from psychology resulted in an innovative stock market…
Stock Market

5 min read


Jul 16, 2021

Quantifying fear of hackers with AI for predicting Cybersecurity returns

“Company X attacked by ransomware, hackers demand Y million USD”. A headline that is pretty common these days. And for those working in large cap companies the response on the work floor is pretty similar, suddenly the IT departments main focus is cyber security. This tells us something behavioural economists…

Stock Market

4 min read

Quantifying fear of hackers with AI for predicting Cybersecurity returns
Quantifying fear of hackers with AI for predicting Cybersecurity returns
Stock Market

4 min read


May 20, 2021

How we build a model that supplements stock market investors’ intuition with big data and AI

An AI model that enhances human intuition instead of replacing it — Alternative data and Machine Learning are gaining rapid traction in the investment industry. However AI and Machine learning still is not able to beat the market or most regular investors in a real life environment, even though the internet is full of articles predicting stock prices with 99% accuracy (overfitting…

Investing

6 min read

How we build a model that supplements stock market investors’ intuition with big data and AI
How we build a model that supplements stock market investors’ intuition with big data and AI
Investing

6 min read


Jan 3, 2021

How to spot the next investing hype, narrative or trend using sentiment analysis

In a previous article I explained how behavioural flaws leads to predictive behaviour of investors and how to measure that. This lead to an innovative stock market indicator. In this article we will dig one level deeper and look at how sentiment can be used to get insight in niches…

Stock Market

4 min read

How to spot the next investing hype, narrative or trend using sentiment analysis
How to spot the next investing hype, narrative or trend using sentiment analysis
Stock Market

4 min read


Dec 10, 2020

How AI, alternative data and insights from psychology resulted in an innovative stock market indicator

Did you ever notice that you are more cautious in traffic after there has been a large accident in the news? Then you are aware that sometimes the human brain takes shortcuts that behavioural economists call heuristics. Additionally, you are probably aware that alternative (big) data is giving rise to…

Stock Market

5 min read

How AI, alternative data and insights from psychology resulted in an innovative stock market…
How AI, alternative data and insights from psychology resulted in an innovative stock market…
Stock Market

5 min read

AlternativeAnalytics

AlternativeAnalytics

49 Followers

Hoping to add some creative ways of looking at quantitative finance

Following
  • Eryk Lewinson

    Eryk Lewinson

  • Moez Ali

    Moez Ali

  • Ariel Silahian

    Ariel Silahian

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    Terence Shin

  • Nassim Nicholas Taleb

    Nassim Nicholas Taleb

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