Tag Archives: market forecasting

Neuroevolution Through Erlang PDF now exists…evolution learning for forex trading and market forecasting

Neuroevolution Through Erlang PDF now exists…evolution learning for forex trading and market forecasting

Neuroevolution Through Erlang PDF now exists. I personally would not spend a lot of time on this due to a high probability of failure in the long run. This is a tough one which is only advised for highly advance people who have the tech and math chops.

http://www.erlang-factory.com/upload/presentations/536/ErlangConferencePresentation_2012.pdf

Thanks for sending from Sholom

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Help with how Trading Systems Labs says machine learning and genetic programming does work for quant and market forecasting

I posted this link a few days ago:

robot

Trading Systems Labs says machine learning and genetic programming does work for quant and market forecasting – See more at: https://quantlabs.net/blog/2014/06/trading-systems-labs-says-machine-learning-and-genetic-programming-does-work-for-quant-and-market-forecasting/#sthash.my7SoGhu.dpuf

 

Here is some commentary from someone at this link:

 

I used Machine Learning / GP to develop the strategies that I use every day to trade my personal accounts and my clients money. ML/GP can work, and in fact works very well for me. – See more at: https://quantlabs.net/blog/2014/06/trading-systems-labs-says-machine-learning-and-genetic-programming-does-work-for-quant-and-market-forecasting/#sthash.my7SoGhu.dpuf

 

 

I don’t think anyone with truly good working strategies is going to show you or give you the code. Makes no sense. ML/GP is just a tool anyhow. No holy grail. My concern is not what has worked in the past, but what is currently working, and most importantly, having the skills and tools to stay profitable going forward. – See more at: https://quantlabs.net/blog/2014/06/trading-systems-labs-says-machine-learning-and-genetic-programming-does-work-for-quant-and-market-forecasting/#sthash.my7SoGhu.dpuf

 

I am looking for anyone who has tutorials that covers this area. I know of Matlab Machine Learning Toolboxand other techniques but if you have a really decent tutorial that works, let me know as I want to talk.

 

If proven, I will gladly post my findings for my Members at:

 

The affordable one http://quantlabs.net/membership.htm

 

And the Elite one http://quantlabs.net/academy/be-an-elite-quant/

 

Thanks Bryan

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What quant trading building blocks for market forecasting with something like statistical arbitrage?

What quant trading building blocks for market forecasting with something like statistical arbitrage?

Download this PDF from here:

http://quantlabs.net/academy/downloads/?wpfb_s=arbitrage

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Youtube video on complete GARCH market forecasting overview with Matlab preview video and source code sample

Youtube video on complete GARCH market forecasting overview with Matlab preview video and source code sample

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Youtube video intro to Matlab M scripts for market forecasting with GARCH, Random Walk, Unit Root, and more

Youtube video intro to Matlab M scripts for market forecasting with GARCH, Random Walk, Unit Root, and more

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Videos on next steps to learn best market forecasting trading strategies with pure quant

Hi there

Over the last few days, I have described how Matlab can be leveraged for various trading strategies and financial trading models. It seems today is the day I start posting exclusive tutorial videos and sample source code projects for my QuantLabs.net Premium Membersship

–> JOIN NOW TO YOUR INSTANT ACCESS <–

At first I thought I would focus on about 10-15 market forecasting models but it seems there are many more which are based off of pure math using quant analysis. I plan to showcase these which do not even include the ones I did for R last summer. This may take a while to go through but I can assure you I will be able to hand pick which model can be optimally used for profits under various market conditions.  I will be even offering weekly webinars for a general question and answer for all the latest developments and postings.

Anyhow, I would encourage you to get in on the ground now to take advantage of all the upcoming webinars on future strategy developments. It will get exciting as I get through all this.

–> JOIN NOW TO YOUR INSTANT ACCESS <–

Here are all the other dozens of Premium Membership benefits as well.

Here are some additional videos I posted about these steps I mentioned above:

1. Starting to analyze which quant forecasting model works best for HFT with all Matlab toolboxes

https://quantlabs.net/blog/2013/03/starting-to-analyze-which-quant-forecasting-model-works-best-for-hft-with-all-matlab-toolboxes/

2. This is the set of Matlab toolboxes that I would consider important for your core trading quant analytics and market forecasting

https://quantlabs.net/blog/2013/03/this-is-the-set-of-matlab-toolboxes-that-i-would-consider-important-for-your-core-trading-quant-analytics-and-market-forecasting/

3. Youtube video on Next steps for a profitable trading strategy and financial model with Matlab and Simulink

https://quantlabs.net/blog/2013/03/youtube-video-on-next-steps-for-a-profitable-trading-strategy-and-financial-model-with-matlab-and-simulink/


–> JOIN NOW TO YOUR INSTANT ACCESS <–
Thanks Bryan

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

This is the set of Matlab toolboxes that I would consider important for your core trading quant analytics and market forecasting

This is the set of Matlab toolboxes that I would consider important for your core trading quant analytics and market forecasting

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The reasons these are posted for either extending Matlab’s capaibilities into 3rd party solutions like trading platform or for pure market forecasting:

Coder

Compiler

Curve Fit

Dot Net Builder

Econometrics

Finance

Identification

Math (core Matlab)

Optimization

PDE

Stats

Do note there are others I would I recommend like Market Data Capture, Database, etc. This is just the ones I have focused  on but these manual PDFs for these toolboxes is where you can find some potentially explosive unknown gold nuggets.

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

R script: Complete videos with detail analysis of mean reversion or mean reverting trends for market forecasting strategy or trading model

R script: Complete videos with detail analysis of mean reversion or mean reverting trends for market forecasting strategy or trading model

Here is a more detailed set of R scripts with source code walkthrough demo

1. Backtesting a set of strategies
2. Jeff Augen example of volatility-spikes
3. Mean Reversion with Volatility spikes
4. Euler- demo with  Ornstein Uhlenbeck process which is a low level mean reversion

These will be posted fo Premium Mermbers so you can get your access now. Also, expect a webinar to come on this soon too.

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Introducing our first R market forecasting model on ARIMA , Coming soon: Moving average, pair trading, mean reversion, etc

HI there
I am now entering a new phase of focusing on nothing but market trading model and strategy development. I have been knee deep in the weeds with many forecasting models including ARIMA, ARMA, and GARCH. In fact, I am hosting my own online event to introduce an ARIMA forecasting  model in R.
This will be an online event happening this Tues Oct 23 at 7pm!
Details include:
This is pretty well our first compete end to end R script strategy that includes real world market data capture, parallelizing processes with a complete model with plotting. As ARIMA is one of the most popular forecasting model types out there, I look at the various types of parameters used in auto-regression with p (AR)and q (moving average) parameters. I also show a custom function that can be used to auto fit this including parallelizing. It is important when to test for a stationary time series and when to differentiate it. I also show which R package to use to run an ARIMA processed simulation with proper prediction. End result plots are also generated.
This will be only for Premium Members so join now to get the instant access now to be registered and get the login details!
–> SIGN UP HERE <–
Got questions or feedback on this, let me know
Thanks Bryan

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See these amazing R script source code link for a market forecasting model or startegy of moving average, pair trading, and cointegration

See these amazing R script source code link for a market forecasting model or startegy of moving average, pair trading, and cointegration

I have provided some of the best Link URLs for these R scripts. I also prepare the R source to ensure iut works with a complete R source code walkthrough. Some of these may even turn into a live webinar.

This is for my Premium Members but you can get instant access here.

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!