QuoteOriginally posted by: Paulhhhmmm, your answer is the 'classic' one that assumes all sorts of rationality, efficiency, and many other things about mere humans that are not true. See Results and Ideas: Two classical putdowns.PPaul, Nice article. You are right - there are many reasons as to why would someone share her/his great ideas (if they are indeed "great"). I was thinking some time ago about why did Thorp disclose the card counting in Blackjack for example( a famous topic on that site even...I see . One of the reasons that come to mind are: He was rich by the time he did that. Speaking of Thorp again btw, this reminds me that in other article he speaks how he wasn't able to prove(mathematically) his option formula, though it seemed to work. Again, thinking about it - if he shared this with the mathematical community - perhaps someone would be able to prove it and hence, more trust to the formula. Now...in my case, I am obviously speaking about arbitrage relationships here ...but before you guys get more excited here - NO I am not 100% convinced in my theories. I am testing actually not one - but 2 models that turn to be...let's just say: "very promising". Still, I already found out that one of my ideas(they were 3) now doesn't work - so my ideas are now 2 and bot not tested with real money. Just theoretically and at the very best - with demo software. By the way, on a side note, I wrote a few posts here back a month ago - I promised back then to try creating a new Neural network algorythm that will perform better than Backprop and GA mutation to predict prices. The news - still working on it . I am honesytly not having time to focus on it entirely - besides today I want to devote some time to test again Backprop and RBF against some stocks and currencies which aren't famous of their efficiency. Ironically or not, I recieved a very good RMSE(...0.2) on EUR/CHF prediction and a bad RMSE(about 2+) on MSFT and S&P. This was all with a non-linear Backprop algorythm using Mathematica 5.2 A few more notes on the NN though...since it's the weekend...I am looking forward to organize my "laptop bibliography", I am posting here all the NN related books I have now on the computer, so perhaps for some folks here to find them useful - perhaps at the same time, to organize my thoughts. To quote Nietzsche(as usually : "Why am I writing? To release my thoughts...". So:Artificial Intelligence and stock market success:
www.actuaries.org.uk/__data/assets/pdf_ ... cial.pdfAI on Wall Street Introduction:
www.inductive.com/AI-MODOP.pdfMeasuring Intra-Daily Market Risk: A Neural Network Approachefmaefm.org/0EFMSYMPOSIUM/Nantes%202009/paper/Fabozzi.pdfPeriodic Solutions in Delayed Neural Networks via the Averaging Method...can't find the link...Does Money Matter? An Artificial Intelligence Approachwww.cs.bham.ac.uk/~pxt/TALKS/us.infl.rates.pdfModelling and Trading the EUR/USD Exchange Rate: Do Neural Networks perform better?
www.ljmu.ac.uk/AFE/AFE_docs/cibef0202.pdfFeedforward and Recurrent Neural Networks. and Genetic Programs for Stock Market and. Time Series Forecastingwww.smartquant.com/references/NeuralNetworks/neural1.pdfFinancial Forecasting Using. Neural Network or Machine. Learning Techniquesinnovexpo.itee.uq.edu.au/2001/projects/s804018/thesis.pdfCommodity Futures. Price Prediction,. an Artificial Intelligence Approachwww.ai.uga.edu/IAI/ernest_foster.pdfInput Window Size and Neural Network Predictorshomepages.feis.herts.ac.uk/~nngroup/pubs/papers/frank-ijcnn00.pdfHigher Order Neural Network Group Models for Financial Simulationwww.pcs.cnu.edu/~mzhang/CPSC450_550/BestPaperPresentation/ 2000%20IJNeuralSystems%20NNGroupDataSimulation.docNeural Network Regression and Alternative Forecasting Techniques for Predicting Financial Variableswww.ljmu.ac.uk/AFE/AFE_docs/cibef0401b.pdfNeural Network for Predicting the Performance of Credit Card Accountsdisweb.dis.unimelb.edu.au/staff/gshanks/615644/credrisk-word.pdfNeural network-based prediction of the USD/GBP exchange ratewww.shef.ac.uk/content/1/c6/03/23/48/nnbp.pdfA Neural Network Approach to Forecasting. Stock Prices of Saudi Companiesdigital.library.ksu.edu.sa/V14M166R1782.pdfArtificial Markets and Intelligent Agents - MIT.educbcl.mit.edu/projects/cbcl/publications/theses/thesis-chan.pdf Applying Artificial Neural Networks to Business, Economics and. Financewww.econ.upenn.edu/Centers/CARESS/CARESSpdf/02-08.pdfUsing neural networks to forecast stock market pricespeople.ok.ubc.ca/rlawrenc/research/Papers/nn.pdfValuing and Hedging American Put Options. Using Neural Networksmoya.bus.miami.edu/~dkelly/papers/options.pdfStock Market Prediction With Neural Networkswww.cs.colostate.edu/~anderson/cs545/class_material/solutions/assignproject/ kazeka.pdfAn Empirical Methodology for Developing Stockmarket Trading Systems using Artificial Neural Networks.
http://epublications.bond.edu.au/cgi/vi ... sImproving Investing Strategy in Stock Market with Valuation Technology Clustering and Neural Networkhttp://
www.ripublication.com/ijcirv2/ijcirv2n1_4.pdfTraining Neural Networkswww.ee.columbia.edu/~rob/talks/neuralnet.pptNeural Networks for Economic Predictionwww.ralph-abraham.org/articles/MS%23110.Italy2/ms110.rtfHow Do Neural Networks Enhance the Predictability of Central European Stock Returnsjournal.fsv.cuni.cz/storage/1138_barunik-359-76_-_opravené.pdfTime Series Prediction with Recurrent Neural. Networks Using a Hybrid PSO-EA Algorithmacil.mst.edu/documents/nCaiIJCNN04.pdfDesigning a neural network for forecasting financial time series - Harvard:
www.eecs.harvard.edu/~parkes/cs286r/spr ... .pdfNeural network load forecasting with weather ensemble predictions - Oxford:
http://users.ox.ac.uk/~mast0315/Ensembl ... oad.pdfCan the neuro fuzzy model predict stock indexes. better than its rivals - Tokyo University:
www.e.u-tokyo.ac.jp/cirje/research/dp/2 ... putational learning techniques for intraday FX trading using popular technical indicatorswww-cfr.jbs.cam.ac.uk/people/cv/ MAHD%20selected%20publications%201980-2006.pdf