Tag Archives: Methods

Deep Learning in Finance: Most effective methods for returns and portfolio construction

It seems that deep learning has been questioned when it comes to financial modelling. A decent article came out from a WorldQuant. This Medium article covers how to improve your forecasting using both in and out samples. It also covers:

1. Return Prediction comparing ARIMA, VAR, Deep Regression, Convoluted Neural Networks, and Long Short Term Memory.

2. Portfolio Construction with deep learning and deep index.

Get more info here

Overview of backtrader with Python and GUI project

I also tried to implement a GUI Python project that sat on top of backtrader. It seems I did not get anywhere after an hour. Sorry for the spoiler alert but you can learn how to install backtrader by watching the first part of the video.

That is here with helpful links

Lastly, I have managed to put up the purchase button for my Quant Analytics service which will be frequently updated with all the Crypto Currency reports I have been working over the last few months.

Quant Analytics

Gold Price Forecasting Using Python Machine Learning

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Zero-Math Intro Reference to Markov Chain Monte Carlo Machine Learning Approximating Methods

Zero-Math Intro Reference to Markov Chain Monte Carlo Machine Learning Approximating Methods

Non complicated formulas to look at in this article

https://towardsdatascience.com/a-zero-math-introduction-to-markov-chain-monte-carlo-methods-dcba889e0c50

 

 

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Machine Learning Methods for Financial Forecasting: Application to the S&P 500

Machine Learning Methods for Financial Forecasting: Application to the S&P 500

Research paper on this

http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2554146

http://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=2236417

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Quant analytics Algo trend detection methods

bry,

Quant analytics: Algorithmic trend detection methods

I have got a popular posting that I forgot about which is from my early days of my site. It’s quite important and lengthy. It talks about the various algorithmic techniques you can use for trend detection in the markets.

 

Check out this link the article here

 

Screw your Masters or PHD? We are cheaper!

I got another nice comment from somebody on my Facebook Group:

 

   “You have done excellent work. And think we did Masters degree without this material you do which is cheaper…”

 

Read more about this here

 

When you think about it’s very true! Maybe you might’ve missed this, but I have just created a new annual Quant Elite membership.

  1. I’m also giving an extra six months at no extra cost.
  2. That is still way cheaper than any trading guru which also includes literally hundreds of algorithms with source code and video walk-throughs.
  3. It will also save years and development on your own.

 

Why don’t you be one of the smart people out there enjoying this new membership?

 

Go here for immediate access

 

Thanks for reading

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Don’t get left behind in your learning marketing forecasting using classic quant methods like GARCH

HI there
I have started demonstrating to my QuantLabs.net Premium Members different ways to predict the stock markets using  popular quant analysis techniques. I have already developed about 15-20 new scripts just from the Matlab Econometric toolbox alone.


–> JOIN NOW TO GET IMMEDIATE ACCESS <–

This includes topics on:

1. When to use which model for certain market conditions
2. Model estimation in volatility conditions using maximum likleihood estimation and regression
3. Using Autoregressive models and Stochastic Differential Equations
This is just getting started so I would encourage anyone who would be interested in join this QuantLabs.Net Premium Membership right away to optimize the learning
–> JOIN NOW TO GET IMMEDIATE ACCESS <–
Dozens of other membership benefits listed here.
Thanks Bryan
 

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A research paper PDF on Selective Overview of Nonparametric Methods in Financial Econometrics

A research paper PDF on Selective Overview of Nonparametric Methods in Financial Econometrics

I like non parametric as it is easire to maintain and no calibration. Is there a woot woot in the house?

http://orfe.princeton.edu/~jqfan/papers/03/finance2.pdf

Thanks to Sholom for sending

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Interactive Brokers and CBOE Showcase Methods for Getting Short Volatility

Interactive Brokers and CBOE Showcase Methods for Getting Short Volatility

Can this be done? A new way to trade ??

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Why Ernie Chan and Trading System and Methods book is easily the best for mean reversion in Matlab

ernie chan

Biggest bank interview tips:

 

Do you want to work for JPMorgan Chase? Read this

 

I always get these general questions

 

What is the use of 1 min data ? How it is use full to auto trading? | Quant Academy Trading Ideas – See more

Aahh yes…. the promise of mean reversion:

 

Why Ernie Chan and Trading System and Methods book is best for mean reversion in Matlab – See more

Ernie Chan and Trading Systems and Methords books are best resources to learn mean reversion quant strategies with Matlab – See more
Next up is Stat Arb and PCA analysis.

 

All this is getting posted but you should see Matlab in action:

 

Matlab Financial Toolbox

 

Matlab Econometric Toolbox

 

Matlab Toolboxes: Signal Processing, Stats, Math

 

Matlab Toolboxes: System Identification, Wavelet, Optimize, Curve Fitting

Matlab Strategy Development Demos and Researching With Simulink

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Why Ernie Chan and Trading System and Methods book is best for mean reversion in Matlab

Why Ernie Chan and Trading System and Methods book is best for mean reversion in Matlab

Refer to my other link

http://quantlabs.net/blog/2014/04/ernie-chan-and-trading-systems-and-methords-books-are-best-resources-to-learn-mean-reversion-quant-strategies-with-matlab/

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Emanuel Derman “you can’t use quantitative methods to describe the market”. Use quant to ANALYZE markets

Emanuel Derman “you can’t use quantitative methods to describe the market”. Use quant to ALALYZE markets

From the NYC contact for this

“you can’t use quantitative methods to describe the market”

He is right of course, the market index like the SPX can be described as a robust fractal pattern with no exact math formula. I believe you can manage your risk using the right type of statistics and common sense.

https://www.youtube.com/watch?v=ed2FWNWwE3I#t=1699

Thanks to the NYC contact for it

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