technique is Learn for building neural nets.
Learn technique for building neural nets
new types of indicators is Apply.
Apply new types of indicators
a bound collection is This is of published and unpublished technical reports by Jurik Research & Consulting..
This is a bound collection of published and unpublished technical reports by Jurik Research & Consulting.
The author is explains with amazing clarity both neural networks and fuzzy logic, as well as techniques and tricks on forecasting that Jurik Research reveals to its biggest clients..
The author explains with amazing clarity both neural networks and fuzzy logic, as well as techniques and tricks on forecasting that Jurik Research reveals to its biggest clients.
the best ways is For example, one of to improve forecast reliability is to reduce the number of inputs to a model..
For example, one of the best ways to improve forecast reliability is to reduce the number of inputs to a model.
popular approaches is But (elimination by pairwise correlation analysis or sensitivity analysis) are fraught with pitfalls..
But popular approaches (elimination by pairwise correlation analysis or sensitivity analysis) are fraught with pitfalls.
the correct procedure is Discover and how easy it is to perform..
Discover the correct procedure and how easy it is to perform.
You is will learn how to ….
You will learn how to …
months of trial and error experiments is avoid.
avoid months of trial and error experiments
advanced technical indicators is make.
make advanced technical indicators
your data is prepare for time series forecasting.
prepare your data for time series forecasting
data four important ways is preprocess.
preprocess data four important ways
the performance of a trading system, is grade … and more..
grade the performance of a trading system, … and more.
Wall Street Forecast is with a Neural Network – highly acclaimed introduction to how neural networks work and how to apply them on financial spreadsheets to forecast market activity..
Wall Street Forecast with a Neural Network – highly acclaimed introduction to how neural networks work and how to apply them on financial spreadsheets to forecast market activity.
Consumer Guide is to Software for Smart Forecasting – Reviews numerous software modeling packages for both their user friendly features and ability to forecast 30 year Treasury Bond prices..
Consumer Guide to Software for Smart Forecasting – Reviews numerous software modeling packages for both their user friendly features and ability to forecast 30 year Treasury Bond prices.
Indicator Development is issues in the Space Domain – Reveals many advanced techniques for making financial data talk..
Indicator Development issues in the Space Domain – Reveals many advanced techniques for making financial data talk.
This report is has been hailed as a model of lucidity, published in AI in Finance and the book Virtual Trading..
This report has been hailed as a model of lucidity, published in AI in Finance and the book Virtual Trading.
Methodology Report #1: is Train performance versus Test Performance – Is a model’s performance on data set A during training less or more important than its performance on data set B after training has finished?.
Methodology Report #1: Train performance versus Test Performance – Is a model’s performance on data set A during training less or more important than its performance on data set B after training has finished?
You’ll is be surprised!.
You’ll be surprised!
Methodology Report #2: is Partitioning the Data Set – Partitioning financial time-series data for training and testing models is not a trivial matter due to the complex behavior of the markets..
Methodology Report #2: Partitioning the Data Set – Partitioning financial time-series data for training and testing models is not a trivial matter due to the complex behavior of the markets.
Methodology Report #3: is Scoring a Trading System – A way to evaluate the quality of a trading system by running its profits and losses though a unique function that produces a single number..
Methodology Report #3: Scoring a Trading System – A way to evaluate the quality of a trading system by running its profits and losses though a unique function that produces a single number.
Application Note #1: is Optimal Phase in Crossover Moving Averages – Shows how noisy oscillators can rob you of good trades and how to get optimal lag in a moving average by relating lag to phase angles of financial cycles..
Application Note #1: Optimal Phase in Crossover Moving Averages – Shows how noisy oscillators can rob you of good trades and how to get optimal lag in a moving average by relating lag to phase angles of financial cycles.
Application Note #2: is Efficient Trading with Adaptive Moving Averages – Shows how to increase the smoothness of an exponential moving average without inducing significant lag, and then compares the result with Jurik’s moving average..
Application Note #2: Efficient Trading with Adaptive Moving Averages – Shows how to increase the smoothness of an exponential moving average without inducing significant lag, and then compares the result with Jurik’s moving average.
Optimal Forecast Distance is Estimating using Chaos Analysis – Shows how to estimate the optimal distance in the future to forecast..
Estimating Optimal Forecast Distance using Chaos Analysis – Shows how to estimate the optimal distance in the future to forecast.
Report is applies mathematics to T-Bond data, but can be applied to all markets..
Report applies mathematics to T-Bond data, but can be applied to all markets.
Neural Networks and Regression – is Addresses commonly asked questions on the difference between neural networks and standard linear regression..
Neural Networks and Regression – Addresses commonly asked questions on the difference between neural networks and standard linear regression.
Executive Overview of Neural Nets and Fuzzy Logic – is A intuitive approach to describing these technologies with little math and lots of pictures..
Executive Overview of Neural Nets and Fuzzy Logic – A intuitive approach to describing these technologies with little math and lots of pictures.
Technical Discussion of Neural Nets and Fuzzy Logic – is A unique way of unifying almost all neural net architectures..
Technical Discussion of Neural Nets and Fuzzy Logic – A unique way of unifying almost all neural net architectures.
The fuzzy logic report is is also very intuitive and not at all confusing..
The fuzzy logic report is also very intuitive and not at all confusing.
Some Problems is with the Back-Error Propagation Method – Although popular for its simplicity, this algorithm has some problems..
Some Problems with the Back-Error Propagation Method – Although popular for its simplicity, this algorithm has some problems.
This report is give a brief summary of these findings..
This report give a brief summary of these findings.
Error Propagation: is Back- A Critique – This detailed report works from ground truth up to expose the fundamental problems with Back-propagation..
Back-Error Propagation: A Critique – This detailed report works from ground truth up to expose the fundamental problems with Back-propagation.
readers is For mathematically inclined only..
For mathematically inclined readers only.
Backpercolation – is A non-proprietary report introducing a better algorithm for training neural nets..
Backpercolation – A non-proprietary report introducing a better algorithm for training neural nets.
This algorithm is is available only in Braincel, an add-in module for Microsoft’s Excel for Windows spreadsheet program..
This algorithm is available only in Braincel, an add-in module for Microsoft’s Excel for Windows spreadsheet program.
Braincel is is available from Jurik Research..
Braincel is available from Jurik Research.
Financial development is means some improvements in producing information about possible investments and allocating capital, monitoring firms and exerting corporate governance, trading, diversification, and management of risk, mobilization and pooling of savings, easing the exchange of goods and services..
Financial development means some improvements in producing information about possible investments and allocating capital, monitoring firms and exerting corporate governance, trading, diversification, and management of risk, mobilization and pooling of savings, easing the exchange of goods and services.