StockFusion Studio is software that provides tools for algorithmic trading strategies including backtesting, optimization, and portfolio analysis. It allows users to develop and test trading strategies using various forecasting algorithms and trading scripts. Key features include a backtesting engine, expert system for optimizing strategies, and tools for analyzing correlated symbols within a portfolio. The software also includes a scripting environment where users can develop custom trading strategies.
Built-in forecasting expert works on wide collection of elaborate predictors, technical indicators, digital filters and statistical tests to achieve top forecasting accuracy and reliability in full automated unattended mode.
Forecasting algorithms / trading strategies
•ARIMA
• Exponential Fit
• Finite State Markov Automaton
• History Prophet
• Logarithmic Fit
• Logistic Fit
• MACD Crossover MA
• Naive Predictor
• Square Fit
• Square Root Fit
• Stepwise Best Regression MVAR
• Univariate linear regression
Technical indicators
•1 day ROC of 3 Smooth EMA
• Absolute Price Oscillator
• Aroon Down
• Aroon Oscillator
• Aroon Up
• Average Price
• Average True Range
• Avg Direct Move Idx Rating
• Avg Directional Move Idx
• BB Histogram
• Balance of Power
• Candle Code
• Chaikin AD Line
• Chaikin AD Oscillator
• Commodity Channel Index
• Directional Movement Index
• Double Exponential MA
• Exponential Moving Average
• FXS Adaptive Moving Average
• Hilbert Dominant Cycle Period
• Hilbert Dominant Cycle Phase
• Hilbert Phasor Components
• Hilbert SineWave
• Hilbert Transform Trendline
• Hilbert Trend vs Cycle Mode
• Kaufman Adaptive MA
• Linear Regr Angle
• Linear Regr Intercept
• Linear Regr Slope
• Linear Regression
• MACD 12-24
• MACD Crossover
• MESA Adaptive Moving Average
• Median Price
• MidPoint over period
• Midpoint Price over period
• Minus Directional Indicator
• Minus Directional Movement
• Momentum
• Money Flow Index
• Moving Average
• Moving Average Ribbon
• On Balance Volume
• Parabolic SAR
• Percentage Price Oscillator
• Plus Directional Indicator
• Plus Directional Movement
• Projection Oscillator
• Rate of change
• Rate of change Percentage
• Rate of change ratio
• Relative Strength Index
• Simple Moving Average
• TEMA Stochastic
• Time Series Forecast
• Trade Signals
• Triangular Moving Average
• Triple EMA
• Triple EMA T3
• Triple Exponential MA
• True Range
• Typical Price
• Weighted Close Price
• Weighted Moving Average
• Wilder Relative Strength Ind
• Williams Percent R
Trading performance criteria / model convergence measures
•Asymmetry
• Compare to Naive Predictor
• Correlation Radius
• Cumulative Gain
• Excess
• Fractal Dimension
• Friedman
• H parameter
• Hurst Coefficient
• K-Sample
• Kruskal-Wallis
• List of trades
• Net Profit
• Normal Absolute Difference
• Normal Root Mean Square
• Predicted Change Direction
• Scale of Sign Change Rate
• Shannon Probability
• Trading performance
• Typical Run Length
Free open API enables unlimited system extensibility both in data access and additional forecasting technologies which then are native consumed in system kernel expert reasoning. SOAP, DCOM and C++ bindings give easy direct integra
Built-in forecasting expert works on wide collection of elaborate predictors, technical indicators, digital filters and statistical tests to achieve top forecasting accuracy and reliability in full automated unattended mode.
Forecasting algorithms / trading strategies
•ARIMA
• Exponential Fit
• Finite State Markov Automaton
• History Prophet
• Logarithmic Fit
• Logistic Fit
• MACD Crossover MA
• Naive Predictor
• Square Fit
• Square Root Fit
• Stepwise Best Regression MVAR
• Univariate linear regression
Technical indicators
•1 day ROC of 3 Smooth EMA
• Absolute Price Oscillator
• Aroon Down
• Aroon Oscillator
• Aroon Up
• Average Price
• Average True Range
• Avg Direct Move Idx Rating
• Avg Directional Move Idx
• BB Histogram
• Balance of Power
• Candle Code
• Chaikin AD Line
• Chaikin AD Oscillator
• Commodity Channel Index
• Directional Movement Index
• Double Exponential MA
• Exponential Moving Average
• FXS Adaptive Moving Average
• Hilbert Dominant Cycle Period
• Hilbert Dominant Cycle Phase
• Hilbert Phasor Components
• Hilbert SineWave
• Hilbert Transform Trendline
• Hilbert Trend vs Cycle Mode
• Kaufman Adaptive MA
• Linear Regr Angle
• Linear Regr Intercept
• Linear Regr Slope
• Linear Regression
• MACD 12-24
• MACD Crossover
• MESA Adaptive Moving Average
• Median Price
• MidPoint over period
• Midpoint Price over period
• Minus Directional Indicator
• Minus Directional Movement
• Momentum
• Money Flow Index
• Moving Average
• Moving Average Ribbon
• On Balance Volume
• Parabolic SAR
• Percentage Price Oscillator
• Plus Directional Indicator
• Plus Directional Movement
• Projection Oscillator
• Rate of change
• Rate of change Percentage
• Rate of change ratio
• Relative Strength Index
• Simple Moving Average
• TEMA Stochastic
• Time Series Forecast
• Trade Signals
• Triangular Moving Average
• Triple EMA
• Triple EMA T3
• Triple Exponential MA
• True Range
• Typical Price
• Weighted Close Price
• Weighted Moving Average
• Wilder Relative Strength Ind
• Williams Percent R
Trading performance criteria / model convergence measures
•Asymmetry
• Compare to Naive Predictor
• Correlation Radius
• Cumulative Gain
• Excess
• Fractal Dimension
• Friedman
• H parameter
• Hurst Coefficient
• K-Sample
• Kruskal-Wallis
• List of trades
• Net Profit
• Normal Absolute Difference
• Normal Root Mean Square
• Predicted Change Direction
• Scale of Sign Change Rate
• Shannon Probability
• Trading performance
• Typical Run Length
Free open API enables unlimited system extensibility both in data access and additional forecasting technologies which then are native consumed in system kernel expert reasoning. SOAP, DCOM and C++ bindings give easy direct integra
TradersCockpit.com is India's leading Cloud based platform Firm providing Markets Analytics Software Solutions to every Trader, Investor whether newbie or expert using power of technical & fundamental analysis.
It gives you give you the power for leveraging strategy/algorithmic based trading without you writing a single line of code. To learn more about TradersCockpit.com can help you, please go through the presentation as it explains in detail about TradersCockpit Product Offering.
This presentation provide a general overview on Algorithmic trading. It has basic definitions and some details on general aspect of the environment in which algo trading is used.
Testing trading strategies in JavaScriptAshley Davis
In this talk for the Brisbane JavaScript meetup Ashley shows how to backtest trading strategies in JavaScript.
We can simulate systematic trading strategies to under their performance and risk characteristics.
We can also do it to get a feel for the market and learn about trading.
It's a risk free way to learn the market and get a feel for trading before putting real money on the table.
A video for this talk is non online:
https://www.youtube.com/watch?v=ziRmuw3KTj8
To just see the live demo of backtesting in JavaScript please watch this video:
https://www.youtube.com/watch?v=3IoAV56Zbd4
FREE EBOOK – MASTERING BACKTESTING! Mastering backtesting is crucial to becom...Bhagwan Publishing
"Mastering backtesting is crucial to becoming a successful day/swingtrader. By carefully analyzing and understanding the performance of your trading strategy, you can increase your chances of achieving long-term success in the stock market. This book is the ultimate beginner's guide for anyone who wants to learn how to backtest their stock trading strategy efficiently and straightforwardly.
Good luck with your backtesting!"
This ppt describes how forex traders can use Metatrader 4 trading platform to automate trading breakout patterns. Trendline EA software assists by automating trade entry and exit when the breakout happen.
TradersCockpit.com is India's leading Cloud based platform Firm providing Markets Analytics Software Solutions to every Trader, Investor whether newbie or expert using power of technical & fundamental analysis.
It gives you give you the power for leveraging strategy/algorithmic based trading without you writing a single line of code. To learn more about TradersCockpit.com can help you, please go through the presentation as it explains in detail about TradersCockpit Product Offering.
This presentation provide a general overview on Algorithmic trading. It has basic definitions and some details on general aspect of the environment in which algo trading is used.
Testing trading strategies in JavaScriptAshley Davis
In this talk for the Brisbane JavaScript meetup Ashley shows how to backtest trading strategies in JavaScript.
We can simulate systematic trading strategies to under their performance and risk characteristics.
We can also do it to get a feel for the market and learn about trading.
It's a risk free way to learn the market and get a feel for trading before putting real money on the table.
A video for this talk is non online:
https://www.youtube.com/watch?v=ziRmuw3KTj8
To just see the live demo of backtesting in JavaScript please watch this video:
https://www.youtube.com/watch?v=3IoAV56Zbd4
FREE EBOOK – MASTERING BACKTESTING! Mastering backtesting is crucial to becom...Bhagwan Publishing
"Mastering backtesting is crucial to becoming a successful day/swingtrader. By carefully analyzing and understanding the performance of your trading strategy, you can increase your chances of achieving long-term success in the stock market. This book is the ultimate beginner's guide for anyone who wants to learn how to backtest their stock trading strategy efficiently and straightforwardly.
Good luck with your backtesting!"
This ppt describes how forex traders can use Metatrader 4 trading platform to automate trading breakout patterns. Trendline EA software assists by automating trade entry and exit when the breakout happen.
The Simple Truth Behind Managed Futures & Chaos Cruncher
What is a Futures Contract?
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BTOP50 Under Crisis
Robust Diversification
So Why Do Managers Use Futures?
Managed Futures Reduce Risk
Futures Markets are not a Casino
Hedging A Stock Portfolio
Algorithmic or “Systems” Trading
Why “Quant Trade” Uses Chaos Theory and Fractals in Trading
Efficient verses the Fractal Market Hypothesis
Fractal Attractors
Chaos Cruncher
Portfolio Scalability
Chaos Cruncher is the most advanced iteration of an automatic trading system designed, developed and used by Quant Trade. As our leading trading system, we have devised a way to offer it to our clients as a system service, in our Commodity Trading Advisor, or as a desktop application.
Precision Oscillator Suite for Bloomberg Professionalbzinchenko
We offer a simple and powerful collection of improved technical indicators inherited from classical oscillators widely used throughout modern technical analysis. These oscillators take advantage of full intra-bar information provided by the Bloomberg charting package. They allow for up to four times more precision against their classical counterparts.
Fractal Suite Trading Indicators for Bloomberg Professionalbzinchenko
The Fractal Trading Suite is a proprietary trading strategy that is systematic and technical in nature. The Fractal Trading Suite borrows from the modern science of Chaos theory, Complexity theory, Fractals and Bi-variate statistics. These modern theories have been refined into a trading methodology tempered by real world trading experience in electronic markets. The suite is completely statistical and quantitative. In addition to a large number of unique indicators, a general strategy module is available that uses artificial intelligence and our own unique fractal metanet to make trade suggestions. This package is a perfect complement for fundamental traders that analyze a number of markets and wish to improve their entry and exit positions.
Backtesting Engine for Trading Strategiesbzinchenko
Quant Trade Backtesting engine is the universal standalone software suitable to test performance of any recorded sequence of trades. It allows for independent evaluation of trading performance, calculation of trading statistics and visual representation of trading performance charts.
BPM-Xchange™ offers an inimitable solution to the EA, BPA and BPM market to enable real tool integration, to tear down methodology and technology barriers, and to increase user productivity with overall less TCO and a unique ROI.
ForeStock is a predictor and indicator module that plugs into TradeStation, MetaStock, Ninja Trader and Excel.
ForeStock a number of highly adaptive cutting edge market predictors. In addition to predictors, ForeStock contains
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Memorandum Of Association Constitution of Company.pptseri bangash
www.seribangash.com
A Memorandum of Association (MOA) is a legal document that outlines the fundamental principles and objectives upon which a company operates. It serves as the company's charter or constitution and defines the scope of its activities. Here's a detailed note on the MOA:
Contents of Memorandum of Association:
Name Clause: This clause states the name of the company, which should end with words like "Limited" or "Ltd." for a public limited company and "Private Limited" or "Pvt. Ltd." for a private limited company.
https://seribangash.com/article-of-association-is-legal-doc-of-company/
Registered Office Clause: It specifies the location where the company's registered office is situated. This office is where all official communications and notices are sent.
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Liability Clause: It outlines the extent of liability of the company's members. In the case of companies limited by shares, the liability of members is limited to the amount unpaid on their shares. For companies limited by guarantee, members' liability is limited to the amount they undertake to contribute if the company is wound up.
https://seribangash.com/promotors-is-person-conceived-formation-company/
Capital Clause: This clause specifies the authorized capital of the company, i.e., the maximum amount of share capital the company is authorized to issue. It also mentions the division of this capital into shares and their respective nominal value.
Association Clause: It simply states that the subscribers wish to form a company and agree to become members of it, in accordance with the terms of the MOA.
Importance of Memorandum of Association:
Legal Requirement: The MOA is a legal requirement for the formation of a company. It must be filed with the Registrar of Companies during the incorporation process.
Constitutional Document: It serves as the company's constitutional document, defining its scope, powers, and limitations.
Protection of Members: It protects the interests of the company's members by clearly defining the objectives and limiting their liability.
External Communication: It provides clarity to external parties, such as investors, creditors, and regulatory authorities, regarding the company's objectives and powers.
https://seribangash.com/difference-public-and-private-company-law/
Binding Authority: The company and its members are bound by the provisions of the MOA. Any action taken beyond its scope may be considered ultra vires (beyond the powers) of the company and therefore void.
Amendment of MOA:
While the MOA lays down the company's fundamental principles, it is not entirely immutable. It can be amended, but only under specific circumstances and in compliance with legal procedures. Amendments typically require shareholder
What is the TDS Return Filing Due Date for FY 2024-25.pdfseoforlegalpillers
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The world of search engine optimization (SEO) is buzzing with discussions after Google confirmed that around 2,500 leaked internal documents related to its Search feature are indeed authentic. The revelation has sparked significant concerns within the SEO community. The leaked documents were initially reported by SEO experts Rand Fishkin and Mike King, igniting widespread analysis and discourse. For More Info:- https://news.arihantwebtech.com/search-disrupted-googles-leaked-documents-rock-the-seo-world/
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Putting the SPARK into Virtual Training.pptxCynthia Clay
This 60-minute webinar, sponsored by Adobe, was delivered for the Training Mag Network. It explored the five elements of SPARK: Storytelling, Purpose, Action, Relationships, and Kudos. Knowing how to tell a well-structured story is key to building long-term memory. Stating a clear purpose that doesn't take away from the discovery learning process is critical. Ensuring that people move from theory to practical application is imperative. Creating strong social learning is the key to commitment and engagement. Validating and affirming participants' comments is the way to create a positive learning environment.
5. Attaching predictor to chart
StockFusion Studio - Intelligent Trading Expert Adviser 5
Open new chart
Chart analysis
Expert Adviser
Algorithm list
• Forecast line appears on the chart
• Only one forecast allowed at any moment
• Select “None” to remove forecast
6. Example of forecast on chart
StockFusion Studio - Intelligent Trading Expert Adviser 6
7. Exclusive trading strategies
StockFusion Studio - Intelligent Trading Expert Adviser 7
• Signals derived from market forecasts
• Selectable forecasting algorithm
• Tailored for automatic optimization
• Universal for all markets and time frames
• Simple technical rules
• Easy statistical interpretation
8. Selecting trading strategy
StockFusion Studio - Intelligent Trading Expert Adviser 8
Open new chart
Chart analysis
Expert Adviser
Strategy list
• Trading advises appear on the chart
• Only one strategy allowed at any moment
• Select “None” to cleanup advises
9. Example of strategy on chart
StockFusion Studio - Intelligent Trading Expert Adviser 9
10. Symbols for trading signals
StockFusion Studio - Intelligent Trading Expert Adviser 10
• Trading signals depicted as triangles
• Color indicates signal type
Buy (Green)
Sell short (Red)
Exit short (Blue)
Exit long (Gray)
• Only one signal is allowed per bar
11. Forecast driven strategies
StockFusion Studio - Intelligent Trading Expert Adviser 11
• Direct forecast – directly trade on
forecasted price expectation
• Exact forecast change – filter our direct
forecast trades with trading commissions
• Exact forecast threshold – filter our direct
forecast trades with entry and exit
thresholds (equal to point size in case of
futures)
12. Forecast and trend hybrid strategies
StockFusion Studio - Intelligent Trading Expert Adviser 12
• Exact price change – combined forecast
and price correlation trading with
commissions and thresholds
• Safe balance – enter on forecasted price
against current price and exit on the
actual price trend observed
• Safe exit – combined forecast and price
correlation trend over several bars with
commissions and thresholds
13. Intrinsic and custom strategies
StockFusion Studio - Intelligent Trading Expert Adviser 13
• Two types of trading strategies
Forecast driven built-in strategies
Trading script custom strategies
• Standard strategies
on top of the list
Forecast required
• Custom strategies
on bottom of the list
15. Backtesting engine
StockFusion Studio - Intelligent Trading Expert Adviser 15
• All standard trading statistics
• Separate analysis of long and short trades
• Full list of trade executions
• Profit / loss evaluation per trade
• Profitability chart of capital evolution
• Account for entry / exit commissions
• Fixed capital and capitalization tests
16. Creating backtest report
StockFusion Studio - Intelligent Trading Expert Adviser 16
• Create or open a chart
• Select forecasting algorithm
• Select trading strategy or script
• User charting ribbon:
Chart analysis (ribbon tab)
View (ribbon group)
Performance (button)
18. Backtesting parameters
StockFusion Studio - Intelligent Trading Expert Adviser 18
• Account: Number of shares to trade
• Commission / trade : Trading commissions
on entry and exit from the trade
• Minimum change: Minimum price
change to trigger trading signal. This
should be equal to point value, if any
20. Expert strategy scanner
StockFusion Studio - Intelligent Trading Expert Adviser 20
• Universal strategy expert scanner
• Scans for optimal combination of:
Trading strategy
Forecasting algorithm
• Winner selection based on a number of
advanced trading statistics
• Intelligent randomized scan
21. Expert strategy scanner
StockFusion Studio - Intelligent Trading Expert Adviser 21
Watch progress
bar while expert
system scans
strategies to find
an optimal one
Open new chart
Chart analysis
Expert Adviser
Expert Adviser
22. Expert strategy scanner results
StockFusion Studio - Intelligent Trading Expert Adviser 22
• On scan completion appears message
with optimal strategy and algorithm
• Confirm to apply expert selection to chart
23. Expert strategy on chart
StockFusion Studio - Intelligent Trading Expert Adviser 23
26. Portfolio optimizer
StockFusion Studio - Intelligent Trading Expert Adviser 26
• Summary view of all symbols in portfolio
• Forecasted price and change per symbol
• Expert advise on trade execution
• Distinctive coloring of signals
27. Open portfolio optimizer
StockFusion Studio - Intelligent Trading Expert Adviser 27
Home & Basics
Analysis (group)
Radar (button)
Add symbols to portfolio:
1. Home & Basics > Symbol > Add to Favorites
2. Data manager > Add selected to portfolio
28. Batch expert scan
StockFusion Studio - Intelligent Trading Expert Adviser 28
Batch expert scan on
all symbols in portfolio
for the best predictor
and strategy
combination
Open new chart
Chart analysis
Expert Adviser
Expert Adviser
29. Portfolio affinity matrix
StockFusion Studio - Intelligent Trading Expert Adviser 29
• Powerful tool for portfolio optimization
• Exclude closely correlated symbols
• Correlated symbols similarly behave on
market changes
• It decreases stability of portfolio
• Keep portfolio of less correlated symbols
• Increase probability of some symbols
growing while others downtrend
30. Multiple affinity measures
StockFusion Studio - Intelligent Trading Expert Adviser 30
• Correlation radius
• Kendall rank correlation
• Normal absolute difference
• Kruskal-Wallis test
• Friedman test
• Hurst coefficient
• H parameter
• Correlation
• Asymmetry
• Excess
32. Lag relation analysis
StockFusion Studio - Intelligent Trading Expert Adviser 32
• Discovery of symbol dependencies
• Calculates cross correlation of selected
symbol with other symbols in portfolio
over a range of time lags
• If strong correlation exists, then correlated
symbol can serve as a predictor in
multiple regression model
• Multiple classical and nonparametric
proximity measures
33. Lag relation analysis example
StockFusion Studio - Intelligent Trading Expert Adviser 33
35. Trading script
StockFusion Studio - Intelligent Trading Expert Adviser 35
• Easy scripting of your trading strategies
• Scripting language for auto-trading
• Non-procedural scientific language
• Vector programming language
• Designed specifically for developing of
trading systems
• Large collection of built-in vector
operations and technical indicators
36. Trading script components
StockFusion Studio - Intelligent Trading Expert Adviser 36
• Every strategy consists of four scripts:
Buy script
Sell script
Exit long script
Exit short script
• All strategy scripts are optional
• At least one entry and exit script should
be filled for the strategy to execute
37. Trading script editor
StockFusion Studio - Intelligent Trading Expert Adviser 37
• Centralized management of scripts
• Persistent script storage
• Trading strategy script library
• Editing of buy/sell and entry/exit in four
side-by-side windows
• Side bar script function guide with
immediate insertion capability
• Script validation with error reporting
39. New trading script creation
StockFusion Studio - Intelligent Trading Expert Adviser 39
• Strategy library > Add
• Give a name to new strategy
• Fill script code for buy/sell and enter/exit
• Validate and save
the strategy
• Strategy appears
in strategy list
40. Selector of trading script
StockFusion Studio - Intelligent Trading Expert Adviser 40
• Scripts appear on bottom of strategy list
Scripts are below “Trading Script” item
• Scripts do not need forecasting algorithm
Algorithm field can be left empty
• Scripts appear in the list when added to
trading script library
• Scripts disappear from the list when
removed from trading script library