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BTC 2017
University of Memphis (FCBE)
Bloomberg Trading Challenge
21 February – 17 April | 266 teams, 81 universities
Access to the notional Trading Network via BPS terminals @ Cook Lab
Objective : maximize absolute return on notional 10M USD
BTC Ground Rules
1. Buy & hold* (no shorts, options)
2. Equities for companies of US Domicile
3. Market Cap ≥ $1B
*Transaction costs fixed at 1 USD
‘AVRONB’
Finance, Insurance & Real Estate
Zach Morton
Li Yu
Dylan Ledbetter
Business Information Technology
Zach Golden
Lokesh Chinthala
Advisor : Christine Jiang, PhD
188 Trade Ideas ≫ 3.75% ABS Return ≫ 13th / 265 teams
FCBE team members
BTC
BEGINS
FANGs for short-term defense
1 2 3 4 5 6 7 8
FB $28K 03/30
AAPL $41K
GOOGL $18K
AMZN $42k
NFLX $28.00
03/03 03/10 03/17 03/24 03/31 04/07 04/14 04/17
Holding Period __________Cumulative P&L_
equally-weighted positions of 0.5M – 0.7M USD
Cost Last Px ABS(Rtn) P&L
NBIX 39.79 51.8 30.18 196,183
NKTR 19.75 23.38 18.38 82,706
MU 25.68 28.76 11.99 66,672
AMZN 842.86 896.23 6.33 42,277
CONE 48.83 52.81 9.04 40,750
FNSR 27.27 28.6 4.86 29,147
SNAP 20.25 23.83 17.68 24,924
ENV 32.55 34.25 5.22 20,890
NVDA 101.21 108.25 6.96 20,869
BPMC 40.62 44.01 8.33 20,831
Top 10 performers from event-driven
screens
Event-driven analysis
Event-driven strategy profiles
1. Earnings announcements (PEAD)
2. IPOs (late-entry)
3. M & A (finding domestic comparables)
4. Product releases & development cycles
17-20 open positions | 6.5 day average holding period
Composition of f(x) for search & screens
Search feeds
<TOP> screen & monitor equities in latest headlines
<MOST> track intraday & weekly spikes in trade volumes
<BSV> Bloomberg Social Velocity Monitor
Screening criteria
<EVT> equity-specific event calendar (+ EVTS)
<ANR> review consensus & trajectory of analyst rec’s
<MACD> identify cycles/seasons for momentum indicators
<VWAP> observe depth/volume characteristics
Parsing the hype in vehicle automation
02/10 Ford acquisition of SAIPS for $1B
03/13 Intel acquisition of MobilEye for $15.3B
- AV Evolution : ADAS (driver assistance) vs ADS (driverless)
- Multicamera hardware (LEICA, Delphi)
- Collision avoidance via LiDaR (light detection & ranging)
- Network advantages (Garmin, Sirius XM, Google Waymo)
Anticipating FDA announcements
Research Size of Study
( # participants)
Duration Purpose
Phase 1 20 – 100 ≤ 12 months Safety & Dosage
Phase 2 ≤300 ≤ 24 months Efficacy & SE
Phase 3 ≤3,000 1 to 4 years Monitoring
adverse reactions
Clinical Research
FDA Approval of INGREZZA (valbenazine)
$NBIX
BTC 2017 key learning outcomes
Automated Driver Assistance Systems
BioTech Pharma Catalyst Calendar
Chip competition:
Foundry partnerships vs pure-play fabricators
BTC 2017
17.06.21

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Bloomberg Trading Challenge 2017 (FCBE Results)

  • 1. BTC 2017 University of Memphis (FCBE)
  • 2. Bloomberg Trading Challenge 21 February – 17 April | 266 teams, 81 universities Access to the notional Trading Network via BPS terminals @ Cook Lab Objective : maximize absolute return on notional 10M USD BTC Ground Rules 1. Buy & hold* (no shorts, options) 2. Equities for companies of US Domicile 3. Market Cap ≥ $1B *Transaction costs fixed at 1 USD
  • 3. ‘AVRONB’ Finance, Insurance & Real Estate Zach Morton Li Yu Dylan Ledbetter Business Information Technology Zach Golden Lokesh Chinthala Advisor : Christine Jiang, PhD 188 Trade Ideas ≫ 3.75% ABS Return ≫ 13th / 265 teams FCBE team members
  • 5.
  • 6. FANGs for short-term defense 1 2 3 4 5 6 7 8 FB $28K 03/30 AAPL $41K GOOGL $18K AMZN $42k NFLX $28.00 03/03 03/10 03/17 03/24 03/31 04/07 04/14 04/17 Holding Period __________Cumulative P&L_ equally-weighted positions of 0.5M – 0.7M USD
  • 7.
  • 8. Cost Last Px ABS(Rtn) P&L NBIX 39.79 51.8 30.18 196,183 NKTR 19.75 23.38 18.38 82,706 MU 25.68 28.76 11.99 66,672 AMZN 842.86 896.23 6.33 42,277 CONE 48.83 52.81 9.04 40,750 FNSR 27.27 28.6 4.86 29,147 SNAP 20.25 23.83 17.68 24,924 ENV 32.55 34.25 5.22 20,890 NVDA 101.21 108.25 6.96 20,869 BPMC 40.62 44.01 8.33 20,831 Top 10 performers from event-driven screens
  • 10. Event-driven strategy profiles 1. Earnings announcements (PEAD) 2. IPOs (late-entry) 3. M & A (finding domestic comparables) 4. Product releases & development cycles 17-20 open positions | 6.5 day average holding period
  • 11. Composition of f(x) for search & screens Search feeds <TOP> screen & monitor equities in latest headlines <MOST> track intraday & weekly spikes in trade volumes <BSV> Bloomberg Social Velocity Monitor Screening criteria <EVT> equity-specific event calendar (+ EVTS) <ANR> review consensus & trajectory of analyst rec’s <MACD> identify cycles/seasons for momentum indicators <VWAP> observe depth/volume characteristics
  • 12. Parsing the hype in vehicle automation 02/10 Ford acquisition of SAIPS for $1B 03/13 Intel acquisition of MobilEye for $15.3B - AV Evolution : ADAS (driver assistance) vs ADS (driverless) - Multicamera hardware (LEICA, Delphi) - Collision avoidance via LiDaR (light detection & ranging) - Network advantages (Garmin, Sirius XM, Google Waymo)
  • 13.
  • 14.
  • 16.
  • 17. Research Size of Study ( # participants) Duration Purpose Phase 1 20 – 100 ≤ 12 months Safety & Dosage Phase 2 ≤300 ≤ 24 months Efficacy & SE Phase 3 ≤3,000 1 to 4 years Monitoring adverse reactions Clinical Research
  • 18. FDA Approval of INGREZZA (valbenazine) $NBIX
  • 19.
  • 20. BTC 2017 key learning outcomes Automated Driver Assistance Systems BioTech Pharma Catalyst Calendar Chip competition: Foundry partnerships vs pure-play fabricators

Editor's Notes

  1. The Bloomberg Trading Challenge (or, “The University Challenge”) was an eight-week trading simulation (Feb 21 – April 17) in which 265 teams, each composed of five members, from 81 schools competed for the highest absolute return on an initial notional portfolio of 10 million USD.   Contestants submitted Trade Ideas on a notional network given the following ground rules:   Buy and hold positions, only (no shorts, options, etc.) Equities limited to companies of U.S. domicile (no ADRs) Companies must be valued over 1b USD   Start to finish, we submitted 188 Trade Ideas under these parameters, and we landed at 13th place at the conclusion of the Challenge with an absolute return of 3.75%
  2. Start to finish, we submitted 188 Trade Ideas under these parameters, and we landed at 13th place at the conclusion of the Challenge with an absolute return of 3.75%
  3. Points of Inflection 03/13 Intel-MobilEye acquisition ($15.3B) $INTC, $BPMC, $NVDA 03/15 FBR rate-hike (ffr increases 0.75 to 1.0) 04/07 60-Tomahawk air strike on Shayrat air base (Syria) $RTN 04/11 FDA Approval of INGREZZA for tardive dyskinesia $NBIX
  4. (tgt_px last_px avg_cost est_rtn) 2017-03-21 FB FACEBOOK INC-A Communications Internet (150.00 138.96 133.60 4.01) 2017-03-20 GOOGL ALPHABET INC-A Communications Internet (900.00 869.65 848.00 2.55) AMZN (900.00 896.23 842.86 6.33)
  5. Bloomberg LP (2016). Event-Driven Feeds: Embedded Value in Bloomberg News & Social Sentiment Data. Retrieved from Bloomberg terminal. 18 January 2017.
  6. Event-driven strategy profiles Earnings announcements – capitalize on post-earnings announcement drift $TIF $MNST $ALB $UNH Entry-point selection in x_days vs x_hours after IPO $SNAP $MULE $AYX M&A pageants (consolidation in health care, autonomous vehicles, grocery/food chains) $SFM $PNRA Graphics cards & drug development $NBIX $NVDA
  7. Equity search & screening criteria through composite functions
  8. $F $INTC $MBLY $DLPH $GRMN $SIRI $TSLA Intel’s M&A parade … (details below) August 2015: Intel acquires for $16.7 billion a company called Altera that makes a type of chip called a field programmable gate array, or FPGA. Remember FPGA and that it's different than other chips because it can be reprogrammed after it's made. April 2016: Intel acquires Yogitech, an Italian semiconductor designer that specializes in adding safety functions to chips used in self-driving cars and other autonomous devices. April 2016: Intel's Wind River unit, which focuses on Internet of Things software, says it has acquired Arynga, which makes software allowing cars to receive over-the-air updates. May 2016: Intel buys Itseez, a company that specializes in machine vision technology that lets computers see and understand their surroundings. The technology is necessary for an autonomous vehicle, which needs to be able to perceive the world around it. July 2016: BMW, Intel, and Mobileye announce they will partner to produce self-driving cars for city streets by 2021 and develop the technology as an open platform that can be used other automakers or ride-sharing companies. September 2016: Intel acquires Moviduis, an AI startup that makes computer vision processors used in drones and virtual reality devices. November 2016: Krzanich announces that the company's venture capital arm will invest $250 million over the next two years into autonomous vehicle technology. November 2016: Intel reorganizes its business to create a new division dedicated to autonomous driving. The new division, called the Automated Driving Group, spun out of its Internet of Things business. January 2017: Intel launches a Intel GO, a new brand for its software and hardware tools for the development of driverless vehicles.
  9. Nvidia product release insults $AMD 02/28 NVDA GTX 1080Ti launch announced ($669 following Friday)
  10. Entry-point selection x_days after post-M&A correction
  11. Key Industry Catalyst Calendar Stop-loss strategies to curb incidence of downside risk (3-5%)
  12. Undersampling in Phase I outcomes*** Data includes only a handful of Phase I observations.
  13. Drug developers submit a New Drug Application (NDA) for products following the conclusion of clinical testing. In addition to preclinical and clinical findings, the comprehensive application includes … (details below) • Proposed labeling • Safety updates • Drug abuse information • Patent information • Data from studies conducted outside the U.S. • Institutional review board compliance information • Directions for use Upon receipt of the NDA, the review team composed of a medical officer, a statistician, a pharmacologist, a project manager, and FDA inspectors have 6-10 months to render an approval. If the review team refuses approval, the Center for Drug Evaluation and Research (CDER) may issue a Complete Response Letter (CRL) indicating that the application remains incomplete and that the drug is not ready for approval.
  14. Full commercial efforts to begin for INGREZZA on May 1, 2017. During March of 2017, the Company published positive efficacy results from the Kinect 3 study, a Phase III trial that included moderate to severe tardive dyskinesia in patients with underlying schizophrenia, schizoaffective disorder, bipolar or major depressive disorder who underwent six weeks of placebo controlled assessment, and for a subset, an additional 42 weeks of safety assessment.  
  15. The degenerate case $BMY
  16. ADAS >> ADS >> AV
  17. Q & A