The document provides an introduction to the DSP Quant Fund, a rules-based equity fund that follows a quantitative investment strategy. It describes the fund's process of eliminating value-destroying stocks, selecting good companies based on quality, growth, and value factors, and assigning weights to create the portfolio. The strategy seeks to generate alpha through a systematic, data-driven approach with lower expenses and portfolio turnover compared to other funds. Back-tested performance data from 2005 to 2019 shows the quant model outperformed the benchmark index across various periods on a risk-adjusted basis. The document addresses some potential concerns around model-based strategies and quant investing. It also introduces the quantitative research team that developed the fund's investment model.
How AQR Capital Uses AWS to Research New Investment Signals Amazon Web Services
AQR Capital is using AWS Batch for high-performance computing to develop investment signals, enabling AQR researchers to package and submit a job to evaluate a signal without concern over compute resources, cost, security, or timing. The intelligent use of Amazon EC2 instances and Spot by AWS Batch has enabled AQR to process more than 75 years’ worth of compute workload at a very low cost. In this session, learn how to use AWS Batch and containers for high-performance computing work to manage, schedule, or scale underlying EC2 instances.
Continuously Innovate: GitLab's Approach to PM by GitLab Sr PMProduct School
Main Takeaways:
- Create a foundation to empower teams - Vision, values, strategy, and structure
- Reward outcomes over output - Framework, principles, OKRs, and performance indicators
- Optimize the value exchange - Sensing mechanisms, customer discovery, jobs to be done, iteration, and continuous delivery
Pitching is a key skill of every successful entrepreneur. How do you communicate your business clearly to employees, customers, and investors? How to put together a pitch deck? What are some common pitching mistakes that make you look inexperienced? What is the best way to pitch your business?
Présenté lors de la "Agile Testing Night" du 25 septembre 2017 en tant que représentant du groupe Meetup "Agile Testing Partis".
- Introduction au sujet, motivation de l'intérêt
- Présentation de l'outil
- Exemples
SelfCheckout is a mobile self checkout solution that curates the online
checkout experience with physical retail outlets.
SelfCheckout eliminates the pain of queuing during shopping and
allows the customers to make a frictionless shopping journey with
Touch-Pay-Go process inside the physical shop.
Our highly curated process makes the SelfCheckout solution secure
and user friendly.
https://fewerclicks.in/
Excited about the new reactive web features? Come to this session to learn some of the best practices to make sure that you get started on the right foot.
Value Streams and the Scaled Agile FrameworkCprime
Understanding and visualizing the flow of value in your organization is one of the first steps for implementing the Scaled Agile Framework (SAFe) successfully. We align Agile Release Trains (ARTs) around value streams. In this webinar we will look at understanding what a value stream is, why it is important and how to align agile release trains to value streams.
How AQR Capital Uses AWS to Research New Investment Signals Amazon Web Services
AQR Capital is using AWS Batch for high-performance computing to develop investment signals, enabling AQR researchers to package and submit a job to evaluate a signal without concern over compute resources, cost, security, or timing. The intelligent use of Amazon EC2 instances and Spot by AWS Batch has enabled AQR to process more than 75 years’ worth of compute workload at a very low cost. In this session, learn how to use AWS Batch and containers for high-performance computing work to manage, schedule, or scale underlying EC2 instances.
Continuously Innovate: GitLab's Approach to PM by GitLab Sr PMProduct School
Main Takeaways:
- Create a foundation to empower teams - Vision, values, strategy, and structure
- Reward outcomes over output - Framework, principles, OKRs, and performance indicators
- Optimize the value exchange - Sensing mechanisms, customer discovery, jobs to be done, iteration, and continuous delivery
Pitching is a key skill of every successful entrepreneur. How do you communicate your business clearly to employees, customers, and investors? How to put together a pitch deck? What are some common pitching mistakes that make you look inexperienced? What is the best way to pitch your business?
Présenté lors de la "Agile Testing Night" du 25 septembre 2017 en tant que représentant du groupe Meetup "Agile Testing Partis".
- Introduction au sujet, motivation de l'intérêt
- Présentation de l'outil
- Exemples
SelfCheckout is a mobile self checkout solution that curates the online
checkout experience with physical retail outlets.
SelfCheckout eliminates the pain of queuing during shopping and
allows the customers to make a frictionless shopping journey with
Touch-Pay-Go process inside the physical shop.
Our highly curated process makes the SelfCheckout solution secure
and user friendly.
https://fewerclicks.in/
Excited about the new reactive web features? Come to this session to learn some of the best practices to make sure that you get started on the right foot.
Value Streams and the Scaled Agile FrameworkCprime
Understanding and visualizing the flow of value in your organization is one of the first steps for implementing the Scaled Agile Framework (SAFe) successfully. We align Agile Release Trains (ARTs) around value streams. In this webinar we will look at understanding what a value stream is, why it is important and how to align agile release trains to value streams.
Uma rápida introdução sobre modelos ágeis escaláveis e uma visão geral sobre o modelo SAFe.
Material apresentado no 5º Workshop de Informática e Computação Aplicada – WICA2018
- Company overview
- Legal entity structure
- CG elements of UBS Group AG
- CG elements of UBS AG
- UBS Group ownership structure
- Management structure
- Changes in Operational Group structure
- BoD structure: chairman and committees
- Some facts about BoD
- Risk management structure
- Internal control: types of risks
- Ethical standards
- Reporting & Disclosure
SAAS Business Plan Example - CRM softwareupmetrics.co
Having a strong business plan for a SaaS startup is critical for success. Every business needs a strategy and plan that when implemented delivers a strong foundation, and this holds true for a software as a service startup as well.
According to a report published in The Gartner CRM Guide, more than 50 percent of CRM is deployed as SaaS, and the number continues to grow at a rapid rate.
While Saas as a business delivers high value to customers with high ROI, a startup in this domain needs to be executed right from the very beginning, and only a well-written business plan can help you get started, as well as sustain in this competitive market.
If you are tempted to jump in and develop your own Software as a Service business, the below tips on how to write a business plan for a SaaS startup will help you achieve your goals.
This report analyzes the audience sentiments towards the Silicon Valley Bank collapse. The listening period was from Feb’15 – Mar’13 2023, and the analysis was conducted in the United States and in English. Twitter and news sources were analyzed.
Positive sentiments were attributed before the collapse, while neutral sentiment was dominant at 53%. Negative sentiment was at 45%, with mentions attesting to the bank's lack of attention to shareholders' returns. Discussion about SVB support towards the #science2startup symposium that was supposed to happen on 3rd May 2023 was also observed.
The report lists companies that were mentioned in relation to the Silicon Valley Bank collapse. It also provides an overview of how the collapse impacted the financial industry, with possible implications for other banks and financial institutions discussed.
In conclusion, this report summarizes key findings on audience sentiments towards Silicon Valley Bank collapse. A list of sources used in this report is included as references.
Agile Transformation is a Journey, a continuous Learning Process. As part of Transformation capability Improvement, Cultural change should happen naturally by the change in habit and behavior of the people and help customer achieve their Business Goals.
Contact 98408 60639 for Agile Mentorship and Career guidance with SAFe RTE and other SAFe guidance. SAFe RTe, SAFe POPM, SAFe SA, SAFe SSM. To contact directly contact in WhatsApp /click from mobile https://wa.me/+919840860639
Axis_QuantFund_NFO_PPT presentation now heredvg6363238970
Current NAV: The Current Net Asset Value of the Axis Quant Fund - Regular Plan as of Mar 07, 2024 is Rs 15.47 for Growth option of its Regular plan. 2. Returns: Its trailing returns over different time periods are: 42.83% (1yr) and 17.63% (since launch).Current NAV: The Current Net Asset Value of the Axis Quant Fund - Regular Plan as of Mar 07, 2024 is Rs 15.47 for Growth option of its Regular plan. 2. Returns: Its trailing returns over different time periods are: 42.83% (1yr) and 17.63% (since launch).
Uma rápida introdução sobre modelos ágeis escaláveis e uma visão geral sobre o modelo SAFe.
Material apresentado no 5º Workshop de Informática e Computação Aplicada – WICA2018
- Company overview
- Legal entity structure
- CG elements of UBS Group AG
- CG elements of UBS AG
- UBS Group ownership structure
- Management structure
- Changes in Operational Group structure
- BoD structure: chairman and committees
- Some facts about BoD
- Risk management structure
- Internal control: types of risks
- Ethical standards
- Reporting & Disclosure
SAAS Business Plan Example - CRM softwareupmetrics.co
Having a strong business plan for a SaaS startup is critical for success. Every business needs a strategy and plan that when implemented delivers a strong foundation, and this holds true for a software as a service startup as well.
According to a report published in The Gartner CRM Guide, more than 50 percent of CRM is deployed as SaaS, and the number continues to grow at a rapid rate.
While Saas as a business delivers high value to customers with high ROI, a startup in this domain needs to be executed right from the very beginning, and only a well-written business plan can help you get started, as well as sustain in this competitive market.
If you are tempted to jump in and develop your own Software as a Service business, the below tips on how to write a business plan for a SaaS startup will help you achieve your goals.
This report analyzes the audience sentiments towards the Silicon Valley Bank collapse. The listening period was from Feb’15 – Mar’13 2023, and the analysis was conducted in the United States and in English. Twitter and news sources were analyzed.
Positive sentiments were attributed before the collapse, while neutral sentiment was dominant at 53%. Negative sentiment was at 45%, with mentions attesting to the bank's lack of attention to shareholders' returns. Discussion about SVB support towards the #science2startup symposium that was supposed to happen on 3rd May 2023 was also observed.
The report lists companies that were mentioned in relation to the Silicon Valley Bank collapse. It also provides an overview of how the collapse impacted the financial industry, with possible implications for other banks and financial institutions discussed.
In conclusion, this report summarizes key findings on audience sentiments towards Silicon Valley Bank collapse. A list of sources used in this report is included as references.
Agile Transformation is a Journey, a continuous Learning Process. As part of Transformation capability Improvement, Cultural change should happen naturally by the change in habit and behavior of the people and help customer achieve their Business Goals.
Contact 98408 60639 for Agile Mentorship and Career guidance with SAFe RTE and other SAFe guidance. SAFe RTe, SAFe POPM, SAFe SA, SAFe SSM. To contact directly contact in WhatsApp /click from mobile https://wa.me/+919840860639
Axis_QuantFund_NFO_PPT presentation now heredvg6363238970
Current NAV: The Current Net Asset Value of the Axis Quant Fund - Regular Plan as of Mar 07, 2024 is Rs 15.47 for Growth option of its Regular plan. 2. Returns: Its trailing returns over different time periods are: 42.83% (1yr) and 17.63% (since launch).Current NAV: The Current Net Asset Value of the Axis Quant Fund - Regular Plan as of Mar 07, 2024 is Rs 15.47 for Growth option of its Regular plan. 2. Returns: Its trailing returns over different time periods are: 42.83% (1yr) and 17.63% (since launch).
As Associate Principal at The Monitor Group (now Monitor Deloitte) in China, part of my of my role was helping train 1st Year consultants. This is the summary presentation from a day long Masterclass in the commonly used techniques in assessing a firm's "true" value.
Proactive Alternatives strategies for the sophisticated HNW investor with actively managed accounts. A currency hedge works well against rising interest rate volatility.
CastlePoint Composite Performance through December 31, 2011. Investment returns for both the composite (the “Composite”) and the indices presented above are gross of fees and include the reinvestment of interest and dividend income. Returns exclude investment advisory fees but include transaction costs and foreign withholding taxes. Composite portfolios are valued monthly and use time-weighted, geometrically-linked rates of return adjusted for daily-weighted cash flows. Results are based on fully-discretionary accounts under management. Although great care was taken in the preparation of this document, its completeness and accuracy cannot be guaranteed. Monthly statements that substantiate these investment returns are available for verification or auditing purposes. Past performance is no guarantee of future favorable results. The investment philosophy, process, and discipline used to generate these returns were continuously applied over all time periods.
The Age of Alignment Part II: Getting Strategy-Driven Performance Measurement...Pearl Meyer
Our December webinar explored a fundamental question that was raised by the NACD Blue Ribbon Commission on Strategy Development: “Does your company’s incentive structure reinforce or unintentionally undermine its chosen strategy?”
During that webinar, I talked with my colleague on the Blue Ribbon Commission, Pearl Meyer and Partners’ Steve Van Putten, along with Michael Ng who is with us again today. We discussed the alignment of business strategy and compensation, the role of the Board, the hallmarks of a properly aligned program and examples of various approaches to design, monitoring and revision.
Today, we will build on that topic and take an in-depth look at how Boards can implement the right performance measures to ensure a compensation program that will be an effective tool for driving corporate strategy. With Pearl Meyer and Partners’ Managing Director Matt Turner taking the lead, we will look at measurement selection and mix, and practical concerns for measurement, goal setting and the on-going administration and governance of a winning program.
SBI Emerging Business Fund: An Equity Mutual Fund Scheme - Nov 17SBI Mutual Fund
SBI Emerging Business Fund focuses on emerging businesses and invests in companies that are considered emergent. It has the flexibility to invests across market caps. SBI Emerging Business Fund may invests into large, mid and/or small cap stocks in any proportion based on the market conditions making the most of various market phases. Visit SBI Mutual Fund to know more this fund at https://www.sbimf.com/en-us/equity-schemes/sbi-emerging-businesses-fund
Expert Judgement Credit Rating for SME & Commercial CustomersMike Coates
A high-level presentation from GBRW Consulting on some of the key issues relevant to developing and then implementing a sound credit scoring and rating system for Small- to Medium-sized Enterprises (SMEs) and commercial banking customers. It focuses on the implementation of an 'expert judgement' approach to credit rating as an alternative to statistical approaches where data is inadequate. It is particularly relevant for emerging market or start-up banks where historical financial statement analysis may be easily accessible or reliable.
Yes of course, you can easily start mining pi network coin today and sell to legit pi vendors in the United States.
Here the telegram contact of my personal vendor.
@Pi_vendor_247
#pi network #pi coins #legit #passive income
#US
Abhay Bhutada Leads Poonawalla Fincorp To Record Low NPA And Unprecedented Gr...Vighnesh Shashtri
Under the leadership of Abhay Bhutada, Poonawalla Fincorp has achieved record-low Non-Performing Assets (NPA) and witnessed unprecedented growth. Bhutada's strategic vision and effective management have significantly enhanced the company's financial health, showcasing a robust performance in the financial sector. This achievement underscores the company's resilience and ability to thrive in a competitive market, setting a new benchmark for operational excellence in the industry.
BYD SWOT Analysis and In-Depth Insights 2024.pptxmikemetalprod
Indepth analysis of the BYD 2024
BYD (Build Your Dreams) is a Chinese automaker and battery manufacturer that has snowballed over the past two decades to become a significant player in electric vehicles and global clean energy technology.
This SWOT analysis examines BYD's strengths, weaknesses, opportunities, and threats as it competes in the fast-changing automotive and energy storage industries.
Founded in 1995 and headquartered in Shenzhen, BYD started as a battery company before expanding into automobiles in the early 2000s.
Initially manufacturing gasoline-powered vehicles, BYD focused on plug-in hybrid and fully electric vehicles, leveraging its expertise in battery technology.
Today, BYD is the world’s largest electric vehicle manufacturer, delivering over 1.2 million electric cars globally. The company also produces electric buses, trucks, forklifts, and rail transit.
On the energy side, BYD is a major supplier of rechargeable batteries for cell phones, laptops, electric vehicles, and energy storage systems.
what is the future of Pi Network currency.DOT TECH
The future of the Pi cryptocurrency is uncertain, and its success will depend on several factors. Pi is a relatively new cryptocurrency that aims to be user-friendly and accessible to a wide audience. Here are a few key considerations for its future:
Message: @Pi_vendor_247 on telegram if u want to sell PI COINS.
1. Mainnet Launch: As of my last knowledge update in January 2022, Pi was still in the testnet phase. Its success will depend on a successful transition to a mainnet, where actual transactions can take place.
2. User Adoption: Pi's success will be closely tied to user adoption. The more users who join the network and actively participate, the stronger the ecosystem can become.
3. Utility and Use Cases: For a cryptocurrency to thrive, it must offer utility and practical use cases. The Pi team has talked about various applications, including peer-to-peer transactions, smart contracts, and more. The development and implementation of these features will be essential.
4. Regulatory Environment: The regulatory environment for cryptocurrencies is evolving globally. How Pi navigates and complies with regulations in various jurisdictions will significantly impact its future.
5. Technology Development: The Pi network must continue to develop and improve its technology, security, and scalability to compete with established cryptocurrencies.
6. Community Engagement: The Pi community plays a critical role in its future. Engaged users can help build trust and grow the network.
7. Monetization and Sustainability: The Pi team's monetization strategy, such as fees, partnerships, or other revenue sources, will affect its long-term sustainability.
It's essential to approach Pi or any new cryptocurrency with caution and conduct due diligence. Cryptocurrency investments involve risks, and potential rewards can be uncertain. The success and future of Pi will depend on the collective efforts of its team, community, and the broader cryptocurrency market dynamics. It's advisable to stay updated on Pi's development and follow any updates from the official Pi Network website or announcements from the team.
Currently pi network is not tradable on binance or any other exchange because we are still in the enclosed mainnet.
Right now the only way to sell pi coins is by trading with a verified merchant.
What is a pi merchant?
A pi merchant is someone verified by pi network team and allowed to barter pi coins for goods and services.
Since pi network is not doing any pre-sale The only way exchanges like binance/huobi or crypto whales can get pi is by buying from miners. And a merchant stands in between the exchanges and the miners.
I will leave the telegram contact of my personal pi merchant. I and my friends has traded more than 6000pi coins successfully
Tele-gram
@Pi_vendor_247
What website can I sell pi coins securely.DOT TECH
Currently there are no website or exchange that allow buying or selling of pi coins..
But you can still easily sell pi coins, by reselling it to exchanges/crypto whales interested in holding thousands of pi coins before the mainnet launch.
Who is a pi merchant?
A pi merchant is someone who buys pi coins from miners and resell to these crypto whales and holders of pi..
This is because pi network is not doing any pre-sale. The only way exchanges can get pi is by buying from miners and pi merchants stands in between the miners and the exchanges.
How can I sell my pi coins?
Selling pi coins is really easy, but first you need to migrate to mainnet wallet before you can do that. I will leave the telegram contact of my personal pi merchant to trade with.
Tele-gram.
@Pi_vendor_247
If you are looking for a pi coin investor. Then look no further because I have the right one he is a pi vendor (he buy and resell to whales in China). I met him on a crypto conference and ever since I and my friends have sold more than 10k pi coins to him And he bought all and still want more. I will drop his telegram handle below just send him a message.
@Pi_vendor_247
when will pi network coin be available on crypto exchange.DOT TECH
There is no set date for when Pi coins will enter the market.
However, the developers are working hard to get them released as soon as possible.
Once they are available, users will be able to exchange other cryptocurrencies for Pi coins on designated exchanges.
But for now the only way to sell your pi coins is through verified pi vendor.
Here is the telegram contact of my personal pi vendor
@Pi_vendor_247
Even tho Pi network is not listed on any exchange yet.
Buying/Selling or investing in pi network coins is highly possible through the help of vendors. You can buy from vendors[ buy directly from the pi network miners and resell it]. I will leave the telegram contact of my personal vendor.
@Pi_vendor_247
Tax System, Behaviour, Justice, and Voluntary Compliance Culture in Nigeria -...
DSP Quant Fund - Introduction
1. [Title to come]
[Sub-Title to come]
Date
* DSP India Fund is the Company incorporated in Mauritius, under which ILSF is the corresponding share class
November 2019
| People | Processes | Performance |
DSP Quant Fund
Introduction
2. 2
What is the DSP Quant Fund
A portfolio of LARGE CAP stocks which
follows a RULES based investment approach
Investment strategy is built on the principles of
QUALITY, GROWTH and VALUE.
Data suggests that these are Fundamental
FACTORS that likely drive investment
performance
Follows a 3-step process of
ELIMINATING value destroyers
SELECTING good companies
ASSIGNING weights to create the portfolio
Seeks to generate alpha by combining a
SYSTEMATIC data driven approach
Comparatively lower EXPENSES
lower PORTFOLIO TURNOVER
Combines sound principles with lower expenses to provide a CORE EQUITY SOLUTION
3. A rule based strategy can have different outcomes due to differences
in the investment process v/s traditional & passive strategies
Passive
strategies via
ETFs & Index
Funds
Rules based
systematic
strategies via
the DSP Quant
Fund
Diversified
funds
managed by
human
discretion
3
Why consider investing in the DSP Quant Fund?
Rule based strategies seek to reduce
human biases via a rules based
investment process
Passive strategies directly
replicate an index
Traditional strategies of managing
portfolios based on the fund
manager’s outlook and discretion
Genuine diversification helps in WEATHERING unpredictable market conditions
CONCEPT EXPLAINED
Having a mix of big -hitters and
accumulators helps a cricket team
cope better with different batting
conditions
A COMBINATION OF DIFFERENT STRATEGIES LEADS
TO GENUINE DIVERSIFICATION
4. 4
Investment Process
ELIMINATE STOCKS
from the S&P BSE 200 Index
SELECT GOOD COMPANIES
from the above shortlist
ASSIGN WEIGHTS
to create the final portfolio
200 stock
universe
~ 100 stocks
30 – 50 stocks
Exclude stocks which may destroy value
× High debt
× Excessive volatility in stock prices
× Inefficient capital allocators
× Poor quality of reported earnings
Select final list by ranking stocks based on average scores for:
✅ Quality
✅ Growth
✅ Value
Weights assigned to manage risks
Single Stock exposure limits
Single Sector exposure limits
Exposure limits based on stock liquidity
Model converts sound investing principles into a RULES BASED investment process
BASED ON A QUANT MODEL
REVIEW & REBALANCE every six months (Mar & Sep)
5. 5
Rules based process helps mitigate typical investing biases
TYPICAL BIAS 1 – PEER PRESSURE / HERD MENTALITY / SEEKING CONFIRMATION FROM OTHERS
TYPICAL BIAS 3 – REACTING TO SHORT TERM NOISE & TRYING TO TIME MARKET ENTRY / EXITS ACCORDINGLY
TYPICAL BIAS 2 – EXTRAPOLATING RECENT EXPERIENCE & AVERSION TO BOOKING LOSSES WHEN SCENARIO CHANGES
“ I am buying XYZ. Everyone
else has it and I will lose out”
“Person A thinks XYZ is a
great buy. Let me also buy
some shares”
Stocks are selected by application of rules on hard data and evidence and
NOT BECAUSE SOMEONE ELSE IS BUYING THEM OR THINKS THEY ARE GOOD
“
“Sector A has done so well in
the past few years and should
keep doing very well”
“I am down 15% on Stock B.
How can I sell now? Let’s
wait for it to recover”
During the portfolio rebalance, stocks are eliminated / assigned weights based on actual
data and NOT DUE TO PAST GLORIES OR BECAUSE A HOLDING IS AT A LOSS
“
“Company X just posted great
results. I need to buy it”
“Let me do a quick trade in
this stock and make 20%”
The portfolio review & rebalance happens only once every 6 months.
NORMALLY, NO ACTION IS TAKEN BETWEEN REBALANCES
Rules based model operates via a scientific process based on data and NOT ON HOPE
RULES BASED MODEL
RULES BASED MODEL
RULES BASED MODEL
6. 6
Back-tested performance history – Quant model
967
90
522
0
100
200
300
400
500
600
700
800
900
1000
2005 2007 2009 2011 2013 2015 2017 2019
QUANT MODEL NAV S&P BSE 200 TRI NAV
PERFORMANCE COMPARISON – QUANT MODEL V/S S&P BSE 200 TRI
1 YEAR DAILY ROLLING 3 YEAR DAILY ROLLING 5 YEAR DAILY ROLLING 10 YEAR DAILY ROLLING
Quant Model S&P BSE 200 TRI Quant Model S&P BSE 200 TRI Quant Model S&P BSE 200 TRI Quant Model S&P BSE 200 TRI
Average Annual Returns 19.6% 15.5% 17.6% 11.6% 18.7% 12.2% 18.3% 12.0%
Median Annual Returns 17.7% 12.4% 16.5% 11.6% 18.8% 12.4% 17.6% 11.1%
Minimum Annual Returns -49.7% -58.9% -7.3% -9.8% 10.3% -0.7% 14.4% 6.9%
Maximum Annual Returns 136.5% 127.4% 43.3% 32.8% 32.9% 23.7% 24.3% 18.9%
Returns / Risk 1.07 0.72 0.96 0.54 1.02 0.57 1.00 0.56
Total rolling periods 3388 3388 2866 2866 2344 2344 1040 1040
Source: Asia Index Services, DSP Investment Managers. Data as of 30th Sept 2005 to 30th
Sep 2019. Indices are unmanaged and used for illustrative purposes only and are not
intended to be indicative of any fund’s performance. One cannot invest directly in an
index. These figures pertain to performance of the model and do not in any manner
indicate the returns/performance of the Scheme.
Past performance may or may not sustain in future and should not be used as a basis for
comparison with other investments.
Quant model has shown outperformance across investment horizons
Risk measured as annualized Std Deviation calculated using entire history from Sep 2005. Annualized Std Dev: Quant model = 18.3%, S&P BSE 200 Index = 21.3%
7. 7
Back-tested performance history – Quant model
22.0%
20.3%
11.2%
18.6%
11.1% 10.2%
6.7%
5.5%
3.5%
10.9%
4.6%
7.9%
16.8%
-1.4%
1.6%
-5%
0%
5%
10%
15%
20%
25%
2005-2010 2010-2015 2015-Now
QUANT MODEL VS. BSE 200 TRI VS. ELIMINATED STOCK BASKETS
Quant Model BSE 200 TRI High Beta High Leverage S&P BSE PSU index
QUANT MODEL S&P BSE 200 TRI S&P BSE PSU INDEX HIGH BETA BASKET HIGH LEVERAGE BASKET
CAGR 17.9% 13.1% 5.0% 5.2% 7.6%
STD. DEVIATION 18.7% 22.5% 24.2% 33.6% 28.8%
RETURN/RISK 0.96 0.58 0.21 0.16 0.26
*Note: The performance numbers are Total return series from 30-Sep-2005 to 31-Mar-2019. Eliminated stock portfolios created using BSE 200 constituents that meet the elimination criteria described
in the previous slide at every rebalance. Weighting is proportional to their weights in BSE 200 index. The portfolios are rebalanced every March and September. Data Source: FactSet, MFIE.
Past performance may or may not sustain in future and should not be used as a basis for comparison with other investments. These figures pertain to performance of the model and do not in any
manner indicate the returns/performance of the Scheme. Indices are unmanaged and one cannot invest directly in an index.
Model returns are using simulated back-test results after factoring in estimated fees and impact costs
PERFORMANCE COMPARISON – QUANT MODEL V/S ELIMINATED BASKETS
Elimination stage could help in alpha generation across time periods
2015 onwards*
8. 8
Concerns about Model based strategies
“ MODEL ONLY
WORKS IN THE
BACK-TEST”
“
“QUANT INVESTING
IS DATA MINING OF
TECHNICAL
FACTORS”
“ QUANT
INVESTING IS RISKY
ALGO-TRADING”
Overfitting the model to recent
history can over-estimate future
returns. Recent winners become
expensive and tend to mean
revert
Underestimating transaction
&impact costs while
backtesting can inflate returns
Choosing factors devoid of
fundamental economic basis,
spurious correlations
Factored in conservative
impact and transaction costs
while depicting results.
Quant model does NOT use
high frequency algo – trading.
Portfolio is rebalanced bi-
annually with low turnover
Disciplined rules based approach can capitalize on relatively efficient markets (Large-Mid cap space)
“
“MODELS SHOULD
NOT
UNDERPERFORM”
May underperform the
benchmark in Sentiment
driven rallies / market
euphoria not based on
fundamentals
REASONS
Quant is a generic name for a
variety of strategies, including
some that use algo trading
Used well-researched factors,
based on fundamental
investment principles, which
have been proven across time
and geographies
Like any actively managed fund,
rule-base strategies can go
through periods of
underperformance
CONCERNS HOW HAVE WE ADDRESSED THESE
Used data which covers
several cycles. Backtests done
since 2005 with robustness
checks across different time
horizons
9. 9
Quantitative research & strategy team
TEAM WHICH DEVELOPED THE QUANT MODEL
Aparna Karnik – Senior VP & Head
Risk & Quantitative Analysis
• 16 year experience in investment,
credit and operations risk
• Prior experience with CRISIL Ratings
(Structured Finance Division, Large
Corporate Group)
• Masters in Management Studies from
Jamnalal Bajaj Institute of Management
Studies
Prateek Nigudkar – Senior Mgr.
Risk & Quantitative Analysis
• 7 years experience in quantitative
finance and thematic research
• Prior experience with State Street
Global Advisors (Global Beta
Solutions Group) and Credit Suisse
(Private Banking Global Research
Division)
• MS (Quantitative Finance) from Olin
Business School, Washington
University in St. Louis MO
Rahul Jain – Associate VP
Risk & Quantitative Analysis
• 11 years experience in quantitative
analysis, risk management and ETF
strategies
• Prior experience with Goldman Sachs
in Bangalore as Lead Strategist (Risk)
and Deutsche Bank Securities Inc. as
VP (Equity Trading)
• Masters of Technology and Bachelors
of Technology – Computer Science
from IIT Delhi, FRM, GARP
Team with DEEP EXPERIENCE in quantitative strategies across Indian & Global markets
10. 10
Product labelling details
Fund Product Suitability Riskometer
DSP Quant Fund
(An open ended equity scheme investing based
on a quant model theme)
This open ended scheme is suitable for investors who are seeking*
Long term capital growth
Investment in active portfolio of stocks screened, selected, weighed and rebalanced on the
basis of a predefined fundamental factor model
*Investors should consult their financial/tax advisors if in doubt about whether the product is suitable for them.