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SPE 82029
Disaster Insurance Using Portfolio
Management Techniques

James R. DuBois, SPE
Portfolio Decisions, Inc
Andrew Quarles PhD, SPE
Pioneer Natural Resources
SPE 82029
Define Portfolio Management
Definition #1: (A method to) “compare
the relative attractiveness of alternative
investments.”
Definition #2 : An application of
Markowitz’ 1952 “Portfolio Selection”
work to oil and gas investments.
SPE 82029
Define Portfolio Management
• Definition #3: A decision process that
seeks to address business problems by
manipulating and understanding the mix
and timing of projects undertaken
• Performance of the whole business is
stressed over performance of the projects.
• Can include risk - reward analysis
• Often uses optimization and probabilistic
analysis
SPE 82029
“Typical” Portfolio Analysis
Procedure
Define the
Company’s
goals

Describe the
Company’s
opportunities

“Optimize”
portfolio
selections to
meet the goals

Define
Operational
Constraints

Investigate
Risk/Reward,
Probabilities

SPE 82029
What do we mean by
“Disaster”?
• Any single event which results in a
significant failure to meet company
goals.
– Failure (or success?) of a very large
project (especially if it had a high chance of
success).
– Loss of a key asset due to political turmoil,
natural disaster, etc.
SPE 82029
How about “Insurance”?
Taking a small loss now in
order to mitigate a possible
large loss in the future.

SPE 82029
So….
• We are investigating ways to :
– Alter the mix and timing of projects in
such a way as to – Find a slightly “less optimum” portfolio
which – Performs better in the case of a
feared failure
SPE 82029
The Expected Value Trap
• Expected Value of a project is the risk
weighted average of that project’s possible
outcomes.
• EV is a useful strategy tool if there are a
number of projects roughly similar in scope,
so that the EV is realized “on average”.
• If one project is much larger or vastly
dissimilar to the rest, care must be taken in
applying expected value techniques to it.
SPE 82029
The Expected Value Trap

SPE 82029
The Expected Value Trap
Base (K) at 100% Ps

SPE 82029
The Expected Value Trap

SPE 82029
The Expected Value Trap
Base (K) at 95% Ps

SPE 82029
The Expected Value Trap
• Base 100%

• Base 95%

– Mean-

565

– Mean

537

– Median-

537

– Median

536

– STD

152

– STD

80

SPE 82029
So…
• When evaluating at risk projects that are
large and unique, expected value
analysis does not adequately describe
the problem.
• Probabilistic analysis does indicate the
problem, but does little to indicate a
solution.
SPE 82029
Analysis steps: “Insure Against
Disaster”
• Near Term Project:
– Model the portfolio with the probability of
success of the problem project set to zero.
– Can the portfolio be reoptimized in the
remaining years to meet the goals?
– If yes, what options do we need to keep
open?
– If no, what projects do we need to add, or
which goals do we need to modify?
SPE 82029
Example #1
Large Exploration Failure in
Year 1

SPE 82029
Example Data
• Simplified portfolio- very course
granularity.
• Goals and Projects are fictitious.
• Examples are designed to illustrate a
procedure, not to address every
eventuality.
SPE 82029
Opportunity Pool

SPE 82029
Current Portfolio Based on EV
NPV = 4007

SPE 82029
Current Portfolio Based on EV
NPV = 4007

SPE 82029
Current Portfolio Based on EV
NPV = 4007

SPE 82029
Alaska Fails
NPV = 3878

SPE 82029
Reoptimize After Alaska Fails
NPV = 3887

SPE 82029
Selection Differences

SPE 82029
Insurance “Cost”
• Keeping PSC, Shelf programs viable,
even if “unfunded”, until results from
Alaska are known.

SPE 82029
But…
What if Alaska Succeeds?

SPE 82029
Alaska Success
NPV = 4137

SPE 82029
Revised After Alaska Success
NPV = 3708

SPE 82029
Alaska Success Revision
Difference

SPE 82029
Example #2
Loss of a Producing Division
at the End of Year 2

SPE 82029
How to “Insure Against
Disaster?”
• Medium Term Project:
– Model the portfolio with the probability of success
of the problem project set to zero.
– Can the portfolio be reoptimized point forward to
meet the goals?
– If no, can the entire portfolio be reoptimized to
meet the goals both with and without the project?
– If no, what fallback goals are acceptable? What is
the cost?
SPE 82029
Current Portfolio Based on EV
NPV = 3942

SPE 82029
Lose Division After Year 2
NPV = 3575

SPE 82029
Fall Back Goals
• Production growth 10% to 5%
• Reserve Growth 4% to 2%
• ROCE from 5% to 3%
• Debt to Equity 10% reduction to
steady.
SPE 82029
“Optimized” with Division Lost
NPV = 3791

SPE 82029
Project Shift Base to Recovery

Lose Division here
Increased Shelf Investment

SPE 82029
“Insured” Portfolio
NPV = 3935

SPE 82029
Cost of Insurance
• Took more Shelf properties than
“Optimal”
• Laid off some of the Alaska and Deep
Water to pay for it.
• Result:
– NPV is $7 million lower
– Can recover quickly and retain more NPV if
failure occurs
SPE 82029
Finally
• This is an exercise in thinking about
your business plan using Portfolio
Management techniques, not in
simply “optimizing the portfolio”.
• “Gray Matter” is more critical than
the “Black Box”.
SPE 82029
Reoptimize After Alaska Fails

SPE 82029

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Disaster Insurance Using Portfolio Management Techniques

  • 1. SPE 82029 Disaster Insurance Using Portfolio Management Techniques James R. DuBois, SPE Portfolio Decisions, Inc Andrew Quarles PhD, SPE Pioneer Natural Resources SPE 82029
  • 2. Define Portfolio Management Definition #1: (A method to) “compare the relative attractiveness of alternative investments.” Definition #2 : An application of Markowitz’ 1952 “Portfolio Selection” work to oil and gas investments. SPE 82029
  • 3. Define Portfolio Management • Definition #3: A decision process that seeks to address business problems by manipulating and understanding the mix and timing of projects undertaken • Performance of the whole business is stressed over performance of the projects. • Can include risk - reward analysis • Often uses optimization and probabilistic analysis SPE 82029
  • 4. “Typical” Portfolio Analysis Procedure Define the Company’s goals Describe the Company’s opportunities “Optimize” portfolio selections to meet the goals Define Operational Constraints Investigate Risk/Reward, Probabilities SPE 82029
  • 5. What do we mean by “Disaster”? • Any single event which results in a significant failure to meet company goals. – Failure (or success?) of a very large project (especially if it had a high chance of success). – Loss of a key asset due to political turmoil, natural disaster, etc. SPE 82029
  • 6. How about “Insurance”? Taking a small loss now in order to mitigate a possible large loss in the future. SPE 82029
  • 7. So…. • We are investigating ways to : – Alter the mix and timing of projects in such a way as to – Find a slightly “less optimum” portfolio which – Performs better in the case of a feared failure SPE 82029
  • 8. The Expected Value Trap • Expected Value of a project is the risk weighted average of that project’s possible outcomes. • EV is a useful strategy tool if there are a number of projects roughly similar in scope, so that the EV is realized “on average”. • If one project is much larger or vastly dissimilar to the rest, care must be taken in applying expected value techniques to it. SPE 82029
  • 9. The Expected Value Trap SPE 82029
  • 10. The Expected Value Trap Base (K) at 100% Ps SPE 82029
  • 11. The Expected Value Trap SPE 82029
  • 12. The Expected Value Trap Base (K) at 95% Ps SPE 82029
  • 13. The Expected Value Trap • Base 100% • Base 95% – Mean- 565 – Mean 537 – Median- 537 – Median 536 – STD 152 – STD 80 SPE 82029
  • 14. So… • When evaluating at risk projects that are large and unique, expected value analysis does not adequately describe the problem. • Probabilistic analysis does indicate the problem, but does little to indicate a solution. SPE 82029
  • 15. Analysis steps: “Insure Against Disaster” • Near Term Project: – Model the portfolio with the probability of success of the problem project set to zero. – Can the portfolio be reoptimized in the remaining years to meet the goals? – If yes, what options do we need to keep open? – If no, what projects do we need to add, or which goals do we need to modify? SPE 82029
  • 16. Example #1 Large Exploration Failure in Year 1 SPE 82029
  • 17. Example Data • Simplified portfolio- very course granularity. • Goals and Projects are fictitious. • Examples are designed to illustrate a procedure, not to address every eventuality. SPE 82029
  • 19. Current Portfolio Based on EV NPV = 4007 SPE 82029
  • 20. Current Portfolio Based on EV NPV = 4007 SPE 82029
  • 21. Current Portfolio Based on EV NPV = 4007 SPE 82029
  • 22. Alaska Fails NPV = 3878 SPE 82029
  • 23. Reoptimize After Alaska Fails NPV = 3887 SPE 82029
  • 25. Insurance “Cost” • Keeping PSC, Shelf programs viable, even if “unfunded”, until results from Alaska are known. SPE 82029
  • 26. But… What if Alaska Succeeds? SPE 82029
  • 27. Alaska Success NPV = 4137 SPE 82029
  • 28. Revised After Alaska Success NPV = 3708 SPE 82029
  • 30. Example #2 Loss of a Producing Division at the End of Year 2 SPE 82029
  • 31. How to “Insure Against Disaster?” • Medium Term Project: – Model the portfolio with the probability of success of the problem project set to zero. – Can the portfolio be reoptimized point forward to meet the goals? – If no, can the entire portfolio be reoptimized to meet the goals both with and without the project? – If no, what fallback goals are acceptable? What is the cost? SPE 82029
  • 32. Current Portfolio Based on EV NPV = 3942 SPE 82029
  • 33. Lose Division After Year 2 NPV = 3575 SPE 82029
  • 34. Fall Back Goals • Production growth 10% to 5% • Reserve Growth 4% to 2% • ROCE from 5% to 3% • Debt to Equity 10% reduction to steady. SPE 82029
  • 35. “Optimized” with Division Lost NPV = 3791 SPE 82029
  • 36. Project Shift Base to Recovery Lose Division here Increased Shelf Investment SPE 82029
  • 38. Cost of Insurance • Took more Shelf properties than “Optimal” • Laid off some of the Alaska and Deep Water to pay for it. • Result: – NPV is $7 million lower – Can recover quickly and retain more NPV if failure occurs SPE 82029
  • 39. Finally • This is an exercise in thinking about your business plan using Portfolio Management techniques, not in simply “optimizing the portfolio”. • “Gray Matter” is more critical than the “Black Box”. SPE 82029
  • 40. Reoptimize After Alaska Fails SPE 82029