"A Framework-Based Approach to Building Quantitative Trading Systems" by Dr. ...Quantopian
Contrary to popular wisdom the difference between a retail quant trader and a professional portfolio manager is not in "having better trade entry and exit rules". Rather it is the difference in how each approaches the concepts of portfolio optimisation and risk management.
Both of these topics are synonymous with heavy math, which can be off-putting for beginner retail systematic traders. Hence, it can be extremely daunting for those without institutional experience to know how to turn a set of trading rules into a robust portfolio and risk management system.
In this talk, Mike will discuss how to take a typical retail quant strategy and place it in a professional quantitative trading framework, with proper position sizing and risk assessment, without resorting to pages of formulas or the need to have a PhD in statistics!
"From Trading Strategy to Becoming an Industry Professional – How to Break in...Quantopian
You have created a great trading strategy, backtested, traded it and now you want to take it to the next level. You may find that developing the strategy was just the first of many difficult steps.
With the increased availability of low cost, high quality quant modelling platforms, the field is much more open than it once was. The interest for algorithmic trading his higher than ever and anyone has the potential develop a great trading model.
But having a great trading model is not enough. The work is not done yet.
This presentation will discuss turning your algorithmic trading strategy into a business or a great job, and becoming a professional trader. We’re going to talk about what it takes to move to the next level and where the common pitfalls lay. What kind of strategies are marketable are which are not. The pros and cons of trading your own money and how to go about finding external capital and gaining traction in the business.
Are you ready to take the step?
The document provides an overview of using vertical spreads to increase returns from options trading. It discusses selecting stocks and parameters for bull call spreads, including buying an in-the-money call with higher delta and selling an out-of-the-money call to benefit from time decay. The strategy aims to profit if the stock stays above the short strike by expiration. Risks include losing the entire investment if the stock moves adversely, while upside is limited. Homework, checklists, and experience are emphasized to trade successfully.
The document discusses a presentation given by Mike Bellafiore on improving trading skills and profitability during earnings season, including reviewing strategies for identifying stocks in play based on news catalysts, examples of trades in companies like Apple and gold, and an invitation to join SMB Capital's training programs to further develop trading skills.
The Future of Prop Trading Webinar with BigMikeTrading.comsmbcapital
Mike Bellafiore shares his experience co-founding SMB Capital, a proprietary trading firm, and SMB Training. SMB Capital began as a small operation trading out of an apartment but grew successfully by training and developing new discretionary traders. However, the firm had to adapt its business model in response to challenges from high-frequency trading firms and increased regulation. SMB Capital now focuses on swing trading, developing customized trading models for discretionary traders, and expanding globally. Bellafiore emphasizes developing a standardized "PlayBook" for documenting and optimizing discretionary trading strategies.
This document discusses various money management styles and techniques for gold trading. It covers maintaining a maximum number of open positions, investing sufficient capital, exercising discipline, and following basic money management principles. Specific tips include defining simple trading rules, following trends, eliminating risk quickly while letting profits run, choosing the right trading schedule, and using money management rules like risking less than 2% per trade. Maintaining a trading journal, setting profit targets, and reviewing gold news, analysis, and price charts are also recommended. The goal is to outline strategies for managing risk and maximizing trading profits.
- SMB Training provides educational seminars and courses on trading strategies and is not a broker dealer. Any investment decisions are the full responsibility of the individual.
- Hypothetical backtests of the LRC Channel trading strategy on major indexes from 1973-2013 found it to be consistently profitable, with 63% winning signals, average profit of 0.5% per signal, and average hold time of 21 days.
- The strategy uses credit spreads to further increase the probability of profitability to 69-80% while managing drawdowns during difficult market periods. It requires little management once signals are entered.
"A Framework-Based Approach to Building Quantitative Trading Systems" by Dr. ...Quantopian
Contrary to popular wisdom the difference between a retail quant trader and a professional portfolio manager is not in "having better trade entry and exit rules". Rather it is the difference in how each approaches the concepts of portfolio optimisation and risk management.
Both of these topics are synonymous with heavy math, which can be off-putting for beginner retail systematic traders. Hence, it can be extremely daunting for those without institutional experience to know how to turn a set of trading rules into a robust portfolio and risk management system.
In this talk, Mike will discuss how to take a typical retail quant strategy and place it in a professional quantitative trading framework, with proper position sizing and risk assessment, without resorting to pages of formulas or the need to have a PhD in statistics!
"From Trading Strategy to Becoming an Industry Professional – How to Break in...Quantopian
You have created a great trading strategy, backtested, traded it and now you want to take it to the next level. You may find that developing the strategy was just the first of many difficult steps.
With the increased availability of low cost, high quality quant modelling platforms, the field is much more open than it once was. The interest for algorithmic trading his higher than ever and anyone has the potential develop a great trading model.
But having a great trading model is not enough. The work is not done yet.
This presentation will discuss turning your algorithmic trading strategy into a business or a great job, and becoming a professional trader. We’re going to talk about what it takes to move to the next level and where the common pitfalls lay. What kind of strategies are marketable are which are not. The pros and cons of trading your own money and how to go about finding external capital and gaining traction in the business.
Are you ready to take the step?
The document provides an overview of using vertical spreads to increase returns from options trading. It discusses selecting stocks and parameters for bull call spreads, including buying an in-the-money call with higher delta and selling an out-of-the-money call to benefit from time decay. The strategy aims to profit if the stock stays above the short strike by expiration. Risks include losing the entire investment if the stock moves adversely, while upside is limited. Homework, checklists, and experience are emphasized to trade successfully.
The document discusses a presentation given by Mike Bellafiore on improving trading skills and profitability during earnings season, including reviewing strategies for identifying stocks in play based on news catalysts, examples of trades in companies like Apple and gold, and an invitation to join SMB Capital's training programs to further develop trading skills.
The Future of Prop Trading Webinar with BigMikeTrading.comsmbcapital
Mike Bellafiore shares his experience co-founding SMB Capital, a proprietary trading firm, and SMB Training. SMB Capital began as a small operation trading out of an apartment but grew successfully by training and developing new discretionary traders. However, the firm had to adapt its business model in response to challenges from high-frequency trading firms and increased regulation. SMB Capital now focuses on swing trading, developing customized trading models for discretionary traders, and expanding globally. Bellafiore emphasizes developing a standardized "PlayBook" for documenting and optimizing discretionary trading strategies.
This document discusses various money management styles and techniques for gold trading. It covers maintaining a maximum number of open positions, investing sufficient capital, exercising discipline, and following basic money management principles. Specific tips include defining simple trading rules, following trends, eliminating risk quickly while letting profits run, choosing the right trading schedule, and using money management rules like risking less than 2% per trade. Maintaining a trading journal, setting profit targets, and reviewing gold news, analysis, and price charts are also recommended. The goal is to outline strategies for managing risk and maximizing trading profits.
- SMB Training provides educational seminars and courses on trading strategies and is not a broker dealer. Any investment decisions are the full responsibility of the individual.
- Hypothetical backtests of the LRC Channel trading strategy on major indexes from 1973-2013 found it to be consistently profitable, with 63% winning signals, average profit of 0.5% per signal, and average hold time of 21 days.
- The strategy uses credit spreads to further increase the probability of profitability to 69-80% while managing drawdowns during difficult market periods. It requires little management once signals are entered.
The Breakout in GS - The PlayBook Webinar Series smbcapital
Here are a few key takeaways from your trade review:
- Strong technical and fundamental catalysts can drive big moves in high quality stocks like Goldman Sachs on earnings days. Paying up through resistance levels with confirmation is high probability.
- Managing risk is critical when playing momentum moves in volatile stocks. It's better to size in over time and give the trade room to work rather than overcommitting capital too early.
- Learning from mistakes like getting slipped on entries and not leaving enough room on stops will improve future trade management. Taking partial profits along the way also de-risks positions.
- Overall the setup was well identified, but execution and risk management could be refined going forward on similar momentum break
This document summarizes the top five trading frustrations reported by the SMBU trading community and provides potential solutions. The top frustrations are: 1) adapting to changing market conditions, 2) lack of confidence, 3) lack of consistency, 4) being stopped out of trades that subsequently move in the intended direction, and 5) selling winners too early. The document recommends developing domain knowledge, sustaining energy, incorporating critical feedback, and engaging in purposeful practice to improve trading skills and consistency. It promotes SMBU's DNA training program to help traders overcome challenges.
Rocky yaman professional technical analysis & market readingPower Point
This document provides an overview of professional technical analysis and market reading. It discusses analyzing the market to understand present behavior and predict future changes in order to consistently profit. While 95% of traders fail due to not understanding how the market communicates, analysis can help by observing indicators and charts to determine the market's order flow, trend structure, and key levels. Specifically, it is important to analyze whether the market momentum is impulsive or corrective, and if the trend is volatile or non-volatile in order to know the best times to enter or exit the market. The document emphasizes understanding market behaviors by viewing charts as a graphical representation of how fundamental events affect prices.
The document provides 10 tools for developing a winning trading mindset. The tools include: managing risk with a clear plan; not getting attached to results and watching for overconfidence; using statistics to establish things to change; reviewing trades separately from live markets; investigating trade frequency; defining weaknesses; shutting out external noise; focusing on the process not results; reviewing decision making; and having fun in the process. An 11th bonus tip is to surround yourself with the right people through a trading community.
The document provides tips for investing in the stock market as a way to earn money and become rich. It advises that one should gain knowledge about market mechanisms and do analysis of company performance and stock price trends before investing. Specific tips include starting with buying initial public offerings at low prices and selling once the price rises, being convinced about investment decisions after careful research, diversifying investments across different sectors, and seeking advice from advisors while still making one's own decisions. The overall message is that investing in the stock market can provide returns, but one needs to do research and invest wisely long-term.
The document discusses a short trade idea on Seagate Technology (STX) stock. It notes that Seagate announced weaker than expected preliminary Q3 2016 financial results, driving the stock down 11% in pre-market trading. Charts of STX and the S&P 500 are presented, along with trade strategy details such as looking for continuation of the down move on STX and adding to positions at important support levels. Management guidelines emphasize using multiple time frames and technical levels to enter and exit the trade.
StrikeZone is an intra-day trading system that analyzes supply and demand levels, price action, pivot points, volume profile, and trend to generate trading signals. It uses color-coded charts and a velocity indicator to help traders identify institutional order flow and get into trades on the right side of the prevailing trend. Subscribing to StrikeZone provides training on how to increase winning percentages using proven supply and demand zone analysis and order flow patterns. Hardware and software packages are also available that include the StrikeZone indicators pre-installed.
This document provides a summary of a presentation by Jean Pierre Verster, a portfolio manager at Fairtree Capital, an alternative investment management firm. The presentation introduces Fairtree Capital, discusses current market conditions, and provides an overview of the Fairtree Protea Qualified Investor Hedge Fund. Key points include: an overview of Fairtree Capital's history, track record, products and institutional infrastructure; analysis of recent trends in South African markets and investment opportunities; and details on the investment philosophy, process, performance and fees of the Fairtree Protea fund. The presentation concludes with contact details and a disclaimer.
Customer intelligence: a machine learning approach 5/21/2019Grid Dynamics
In this talk, we will discuss automatic decision-making and AI techniques for customer relationship management. First, we will present a methodology that helps to develop highly automated promotion and loyalty management systems. Next, we will walk through practical examples of how advanced customer and content signals can be generated using predictive models, and how optimization and reinforcement learning techniques can be used for targeting, budgeting, and pricing decisions.
In this talk, we will discuss automatic decision-making and AI techniques for customer relationship management. First, we will present a methodology that helps to develop highly automated promotion and loyalty management systems. Next, we will walk through practical examples of how advanced customer and content signals can be generated using predictive models, and how optimization and reinforcement learning techniques can be used for targeting, budgeting, and pricing decisions. This talk is for Data Scientists, Product Owners, and Software Engineers involved in marketing operations or development of marketing automation software and interested in ML-based decision automation techniques.
The document summarizes information about the Finamatrix Quant Fund (FQF), an exclusive quantitative fund originating from Singapore that invests in global futures, currencies, and derivatives. It implements advanced quantitative models and algorithms to achieve absolute returns in both bull and bear markets with low monthly drawdowns. The fund is managed by Finamatrix, a leading quant research firm, and aims to provide annualized returns over 100% through automated algorithmic trading while strictly controlling risks. The document provides details on the fund's strategies, historical performance, terms, and subscription/redemption process.
The document summarizes the author's experiences investing based on books and lessons learned. It discusses key concepts from Benjamin Graham's The Intelligent Investor that influenced the author, including distinguishing between investment and speculation. It outlines some of the author's focus areas like bargain issues and special situations, as well as mistakes made in short-term trading and not properly evaluating businesses. Successful spin-offs and demergers are also discussed. The main lessons are that value investing concepts are simple but not easy, requires patience and discipline, and one must carefully analyze businesses rather than focus solely on prices.
MicroGraam is a peer-to-peer marketplace for microcredit that aims to reduce interest rates for borrowers and provide social and financial returns for investors. It connects borrowers directly with lenders to allow negotiation of interest rates. MicroGraam has partnerships with NGOs and self-help groups representing millions of potential borrowers in India. The platform aims to reduce overhead costs and offer individual loans, portfolios, and micro-ventures to investors with returns ranging from 5-10% and loan periods of 1-3 years.
MicroGraam is a peer-to-peer marketplace for microcredit that aims to reduce interest rates for borrowers and provide social and financial returns for investors. It connects borrowers directly with lenders to allow negotiation of interest rates. MicroGraam has partnerships with NGOs and self-help groups representing millions of potential borrowers in India. The platform aims to reduce overhead costs and offer individual loans, portfolios, and micro-ventures to investors with returns ranging from 5-10% and loan periods of 1-3 years.
learn-Introduction-to-the-Stock-Market-trading.pptxICFM Institute
Investing in the stock market has always been a gateway to potential financial success. Learn stock market trading opens doors to wealth creation and financial stability. To navigate this lucrative but complex world effectively, grasping the fundamentals is crucial. Learn stock market trading opens doors to wealth creation and financial stability.
In this presentation we explain how MonteCarlo method can be used to decide on strategic asset allocation. We also explain MoneyShastra's unique approach to asset allocation that focuses on optimizing the investor's chances of meeting his/her goal without losing focus on increasing wealth
In this presentation, we explain Money Shastra's unique approach to strategic asset allocation using Monte Carlo method that tries to optimize the chances of an investor meet his goals without losing focus on the need to increase wealth.
Decision Automation in Marketing Systems using Reinforcement Learning: Dynami...Grid Dynamics
- ML-based decision automation systems can make billions of micro-decisions in real-time to target customers, time promotions, and determine messaging and budgets.
- These systems use techniques like propensity scoring, recommendation algorithms, and multi-armed bandits to optimize for business objectives within complex environments.
- An example case study describes how a promotion targeting system for retailers and manufacturers can drive traffic, improve loyalty, and increase market share by automating decisions around targeting, timing, outreach, and promotion properties.
Ahead of the marcus evans Private Wealth Management Summit 2021, read here an interview with Gershie Vann discussing how to deliver the yield that investors are looking for.
Avoid The High Valuation Trap To Bcit Nov 09 Beta DraftDavid Shore
The document discusses various services provided by Stirling Mercantile including mergers and acquisitions advisory, fairness opinions, expansion capital, early stage financing, and divestitures. It also provides tips for entrepreneurs seeking venture capital funding, including what VCs need, want, and look for in potential investments and exits. The presentation emphasizes the importance of considering downstream valuations and acquiring companies that are accretive to valuation.
This document provides an overview of trading, including different types of trading strategies, risk management techniques, the psychology of trading, and common mistakes. It covers day trading, swing trading, position trading, technical analysis, fundamental analysis, quantitative analysis, assessing risk, controlling emotions, goal setting, developing the right mindset, avoiding distractions, and overtrading, chasing losses, and falling for hype. The conclusion recommends assessing risk, sticking to a plan, and using available resources to continue learning about trading.
The Breakout in GS - The PlayBook Webinar Series smbcapital
Here are a few key takeaways from your trade review:
- Strong technical and fundamental catalysts can drive big moves in high quality stocks like Goldman Sachs on earnings days. Paying up through resistance levels with confirmation is high probability.
- Managing risk is critical when playing momentum moves in volatile stocks. It's better to size in over time and give the trade room to work rather than overcommitting capital too early.
- Learning from mistakes like getting slipped on entries and not leaving enough room on stops will improve future trade management. Taking partial profits along the way also de-risks positions.
- Overall the setup was well identified, but execution and risk management could be refined going forward on similar momentum break
This document summarizes the top five trading frustrations reported by the SMBU trading community and provides potential solutions. The top frustrations are: 1) adapting to changing market conditions, 2) lack of confidence, 3) lack of consistency, 4) being stopped out of trades that subsequently move in the intended direction, and 5) selling winners too early. The document recommends developing domain knowledge, sustaining energy, incorporating critical feedback, and engaging in purposeful practice to improve trading skills and consistency. It promotes SMBU's DNA training program to help traders overcome challenges.
Rocky yaman professional technical analysis & market readingPower Point
This document provides an overview of professional technical analysis and market reading. It discusses analyzing the market to understand present behavior and predict future changes in order to consistently profit. While 95% of traders fail due to not understanding how the market communicates, analysis can help by observing indicators and charts to determine the market's order flow, trend structure, and key levels. Specifically, it is important to analyze whether the market momentum is impulsive or corrective, and if the trend is volatile or non-volatile in order to know the best times to enter or exit the market. The document emphasizes understanding market behaviors by viewing charts as a graphical representation of how fundamental events affect prices.
The document provides 10 tools for developing a winning trading mindset. The tools include: managing risk with a clear plan; not getting attached to results and watching for overconfidence; using statistics to establish things to change; reviewing trades separately from live markets; investigating trade frequency; defining weaknesses; shutting out external noise; focusing on the process not results; reviewing decision making; and having fun in the process. An 11th bonus tip is to surround yourself with the right people through a trading community.
The document provides tips for investing in the stock market as a way to earn money and become rich. It advises that one should gain knowledge about market mechanisms and do analysis of company performance and stock price trends before investing. Specific tips include starting with buying initial public offerings at low prices and selling once the price rises, being convinced about investment decisions after careful research, diversifying investments across different sectors, and seeking advice from advisors while still making one's own decisions. The overall message is that investing in the stock market can provide returns, but one needs to do research and invest wisely long-term.
The document discusses a short trade idea on Seagate Technology (STX) stock. It notes that Seagate announced weaker than expected preliminary Q3 2016 financial results, driving the stock down 11% in pre-market trading. Charts of STX and the S&P 500 are presented, along with trade strategy details such as looking for continuation of the down move on STX and adding to positions at important support levels. Management guidelines emphasize using multiple time frames and technical levels to enter and exit the trade.
StrikeZone is an intra-day trading system that analyzes supply and demand levels, price action, pivot points, volume profile, and trend to generate trading signals. It uses color-coded charts and a velocity indicator to help traders identify institutional order flow and get into trades on the right side of the prevailing trend. Subscribing to StrikeZone provides training on how to increase winning percentages using proven supply and demand zone analysis and order flow patterns. Hardware and software packages are also available that include the StrikeZone indicators pre-installed.
This document provides a summary of a presentation by Jean Pierre Verster, a portfolio manager at Fairtree Capital, an alternative investment management firm. The presentation introduces Fairtree Capital, discusses current market conditions, and provides an overview of the Fairtree Protea Qualified Investor Hedge Fund. Key points include: an overview of Fairtree Capital's history, track record, products and institutional infrastructure; analysis of recent trends in South African markets and investment opportunities; and details on the investment philosophy, process, performance and fees of the Fairtree Protea fund. The presentation concludes with contact details and a disclaimer.
Customer intelligence: a machine learning approach 5/21/2019Grid Dynamics
In this talk, we will discuss automatic decision-making and AI techniques for customer relationship management. First, we will present a methodology that helps to develop highly automated promotion and loyalty management systems. Next, we will walk through practical examples of how advanced customer and content signals can be generated using predictive models, and how optimization and reinforcement learning techniques can be used for targeting, budgeting, and pricing decisions.
In this talk, we will discuss automatic decision-making and AI techniques for customer relationship management. First, we will present a methodology that helps to develop highly automated promotion and loyalty management systems. Next, we will walk through practical examples of how advanced customer and content signals can be generated using predictive models, and how optimization and reinforcement learning techniques can be used for targeting, budgeting, and pricing decisions. This talk is for Data Scientists, Product Owners, and Software Engineers involved in marketing operations or development of marketing automation software and interested in ML-based decision automation techniques.
The document summarizes information about the Finamatrix Quant Fund (FQF), an exclusive quantitative fund originating from Singapore that invests in global futures, currencies, and derivatives. It implements advanced quantitative models and algorithms to achieve absolute returns in both bull and bear markets with low monthly drawdowns. The fund is managed by Finamatrix, a leading quant research firm, and aims to provide annualized returns over 100% through automated algorithmic trading while strictly controlling risks. The document provides details on the fund's strategies, historical performance, terms, and subscription/redemption process.
The document summarizes the author's experiences investing based on books and lessons learned. It discusses key concepts from Benjamin Graham's The Intelligent Investor that influenced the author, including distinguishing between investment and speculation. It outlines some of the author's focus areas like bargain issues and special situations, as well as mistakes made in short-term trading and not properly evaluating businesses. Successful spin-offs and demergers are also discussed. The main lessons are that value investing concepts are simple but not easy, requires patience and discipline, and one must carefully analyze businesses rather than focus solely on prices.
MicroGraam is a peer-to-peer marketplace for microcredit that aims to reduce interest rates for borrowers and provide social and financial returns for investors. It connects borrowers directly with lenders to allow negotiation of interest rates. MicroGraam has partnerships with NGOs and self-help groups representing millions of potential borrowers in India. The platform aims to reduce overhead costs and offer individual loans, portfolios, and micro-ventures to investors with returns ranging from 5-10% and loan periods of 1-3 years.
MicroGraam is a peer-to-peer marketplace for microcredit that aims to reduce interest rates for borrowers and provide social and financial returns for investors. It connects borrowers directly with lenders to allow negotiation of interest rates. MicroGraam has partnerships with NGOs and self-help groups representing millions of potential borrowers in India. The platform aims to reduce overhead costs and offer individual loans, portfolios, and micro-ventures to investors with returns ranging from 5-10% and loan periods of 1-3 years.
learn-Introduction-to-the-Stock-Market-trading.pptxICFM Institute
Investing in the stock market has always been a gateway to potential financial success. Learn stock market trading opens doors to wealth creation and financial stability. To navigate this lucrative but complex world effectively, grasping the fundamentals is crucial. Learn stock market trading opens doors to wealth creation and financial stability.
In this presentation we explain how MonteCarlo method can be used to decide on strategic asset allocation. We also explain MoneyShastra's unique approach to asset allocation that focuses on optimizing the investor's chances of meeting his/her goal without losing focus on increasing wealth
In this presentation, we explain Money Shastra's unique approach to strategic asset allocation using Monte Carlo method that tries to optimize the chances of an investor meet his goals without losing focus on the need to increase wealth.
Decision Automation in Marketing Systems using Reinforcement Learning: Dynami...Grid Dynamics
- ML-based decision automation systems can make billions of micro-decisions in real-time to target customers, time promotions, and determine messaging and budgets.
- These systems use techniques like propensity scoring, recommendation algorithms, and multi-armed bandits to optimize for business objectives within complex environments.
- An example case study describes how a promotion targeting system for retailers and manufacturers can drive traffic, improve loyalty, and increase market share by automating decisions around targeting, timing, outreach, and promotion properties.
Ahead of the marcus evans Private Wealth Management Summit 2021, read here an interview with Gershie Vann discussing how to deliver the yield that investors are looking for.
Avoid The High Valuation Trap To Bcit Nov 09 Beta DraftDavid Shore
The document discusses various services provided by Stirling Mercantile including mergers and acquisitions advisory, fairness opinions, expansion capital, early stage financing, and divestitures. It also provides tips for entrepreneurs seeking venture capital funding, including what VCs need, want, and look for in potential investments and exits. The presentation emphasizes the importance of considering downstream valuations and acquiring companies that are accretive to valuation.
This document provides an overview of trading, including different types of trading strategies, risk management techniques, the psychology of trading, and common mistakes. It covers day trading, swing trading, position trading, technical analysis, fundamental analysis, quantitative analysis, assessing risk, controlling emotions, goal setting, developing the right mindset, avoiding distractions, and overtrading, chasing losses, and falling for hype. The conclusion recommends assessing risk, sticking to a plan, and using available resources to continue learning about trading.
Jwb Capital Marketing Presentation No Disclaimergueste58804
The document provides an overview of the JWB Capital Management S&P 500 Behavioral Fund. The fund uses two systematic trading programs to trade S&P 500 Emini futures, exploiting inefficiencies in equity index pricing in the short term. The investment strategy uses a core trading program that generates two-day market direction forecasts using statistical modeling of 10+ years of price history. It also uses a pattern recognition overlay to enhance positions around the 200-day moving average. Risk is controlled through fixed stop losses and leverage capped at 2x. The investment team is led by the founder with over 15 years of proprietary trading experience.
NOVA is a multi-manager multi-strategy managed asset program looking for seed capital. This presentation represents simulated returns comprised of actual manager trading results.
Raising Capital - Venture Capital in AustraliaMarcus Tarrant
This presentation was prepared for the 2010 Australian Innovation festival by Mission HQ. It provides an overview of how to prepare an information memorandum for capital raising, and discusses the Australian investment marketplace
Hedge fund firms managed over 3 trillion dollars in 2017. Learn about some of the most common trading strategies these firms use to make billions of dollars every year.
These slides are presented as part of Money Talks, Cadence Translate's ongoing series of educational content aimed at educating our wider linguist and client community on the finance industry.
Visit www.cadencetranslate.com/learn for more webinars and educational resources!
Customer intelligence: a Machine Learning Approach: Dynamic talks Atlanta 8/2...Grid Dynamics
In this talk, we will discuss automatic decision-making and AI techniques for customer relationship management. First, we will present a methodology that helps to develop highly automated promotion and loyalty management systems. Next, we will walk through practical examples of how advanced customer and content signals can be generated using predictive models, and how optimization and reinforcement learning techniques can be used for targeting, budgeting, and pricing decisions. This talk is for Data Scientists, Product Owners, and Software Engineers involved in marketing operations or development of marketing automation software and interested in ML-based decision automation techniques.
Similar to Momentum Portfolio by Capitalmind Wealth (20)
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Methanex is the world's largest producer and supplier of methanol. We create value through our leadership in the global production, marketing and delivery of methanol to customers. View our latest Investor Presentation for more details.
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June 12, 2024 UnityNet International (#UNI) World Environment Day Abraham Project 2024 Press Release from Markham / Mississauga, Ontario in the, Greater Tkaronto Bioregion, Canada in the North American Great Lakes Watersheds of North America (Turtle Island).
3. The Trend Is Your Friend
Stocks That Have Recently Outperformed Are Likely To
Continue For Some More Time
Consider Several Behaviour Biases:
Over Reaction : Good News Means Buy At Any
Price
Herding Behaviour : If Everyone Is Buying I Want
It Too
Confirmation Bias : I Bought It So It Must Be
Initially recognised as a factor in US academic research
in the 1990s : https://www.jstor.org/stable/2328882
Investing
In Momentum
Capitalmind Wealth
4. Capitalmind’s Wealth
Momentum Strategy
The Strategy: Uses Time
Series Momentum
Filters further
1 2 3
Ranks stocks on Risk and
Momentum returns
(proprietary algorithm)
○Volatility extremes (Don’t buy
stocks that are too volatile)
○Liquidity (>3 cr. per day – don’t
buy stocks you won’t find sellers
for)
○Human sanity filter (manual
override for known rogues)
Buy top 30 momentum
stocks every month
4
Every Month: Replace
stocks that have lost
momentum (do not meet
criteria)
5
Reinvest dividends
6
Avoid special action
stocks (Mergers,
acquisitions etc.)
7
Capitalmind Wealth
5. Risk &
Mitigation
01 02
Concentration:
Prone to
manipulation, so
strategy diversifies
into at least 25
stocks (We do 30)
03
Liquidity (How to
exit if stock has no
buyers?): Buy
stocks that are
reasonably liquid
for a period of
time. > 3crore every
day
News: Exit stocks
that show sudden
move of more than
20% down
04
Manipulation:
Human filter to
avoid known
rogues, exits on
adverse events
Capitalmind Wealth
6. Special
Strategies
●Will go to cash if no
opportunities
●Cash is a position. If only 20
stocks meet criteria, each
stock is still 3%.
●No shorting in initial edition
●If introduced, will be a
regular position, as SEBI
doesn’t allow leverage, Max
40% short, 60% long.
●Avoid demerger or
buyback stocks
●Will sell if action is
announced after we buy
01 02 03
Going to cash Going short Corporate actions
Capitalmind Wealth
7. Why Buy
Momentum
Outperforms most other strategies
Strong Risk Management
We pick 30 stocks to diversify risk
Ensure greater than 3 crore daily liquidity for
quick entries and exits
Human filters - sanity checks to avoid known
Back by Research and Performance
Capitalmind has run a Momentum Portfolio since
2016 with strong results
Momentum is well researched and works across
global stock markets
Priced in line with most mutual funds and no
performance fee
Capitalmind Wealth
8. Allocating To
Momentum
Strategy involves
monthly
transactions and
taxes but provides
an opportunity for
good returns
Suggestion: 10% to
25% of long term
portfolios should be
allocated to
momentum
Works very well in
strongly trending
markets
Fee: 1% per annum No entry fee, exit
fee, performance fee
or lock-ins
Capitalmind Wealth
9. Contact
New Interest :
connect@capitalmindwealth.com
Existing Members:
support@capitalmindwealth.com
Address:
https://goo.gl/maps/gkkfkzVo3Zu
3rd floor Prakash Arcade, #2323, 17th
Cross Road, 1st Sector, HSR Layout,
Bengaluru, Karnataka 560102
Members @
#capitalmindwealth
+91 6361 531 722
Disclaimer: Nothing in this presentation should be construed as financial advice. As a SEBI registered portfolio manager, Wizemarkets Analytics Private Limited, the owner of Capitalmind Wealth, must understand your risk
profile before suggesting you actual investments. Please do your own research before placing any trades based on the information in this presentation. Unless otherwise specified, all return figures shown above are for
illustrative purposes only.Actual returns will vary greatly and depend on personal and market circumstances.
Investing in securities involves risks, and there is always the potential of losing money when you invest in securities. Before investing, consider your investment objectives and Capitalmind’s charges and expenses.
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