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TRANSCRIPT
Agenda
How does Deep Space Navigation work?
What is so difficult about cost and schedule monitor and control?
Applying navigation techniques to cost and schedule analysis
Choosing a TargetProbabilistic Analysis is done for a planet body surface (contour plots)
Target A: Probability of a safe landing is 40%
Target B: Probability of a safe landing is 60%
Target C: Probability of a safe landing is 85%
A Bias
Observations may be offset by contributing factors
Station locations, measurement techniques and environment can all contribute
A bias accounts for the constant error introduced
Stochastic Parameters
Some aspects change over time
specific events
specific conditions
A parameter can respond to changes over time and environment
Project Budgets
Budgets are determined before the complexity of the work is discovered
Project cost estimates are created to meet a single, inflexible value
In negotiations, lower budgets are accepted without changes in scope
Project Progress
Schedule milestones are inflexible
Changing implementation approaches change task definitions
Estimates carry a lot of uncertainty
What can go wrong
Take an example:
A project has to complete 100 tasks
Estimates are off by 20%
Resource allocations are off by 15%
Financial Reporting is off by 5%
Progress measures are off by 30%
Impact: Total Errors could be over 50%!
Understanding Uncertainty
Distributions not Delta Functions
$12M $12M $14M$10M
One value, many assumptions
Most Likely
Best Case Worst Case
Cost
Likelihood
(Three Point Estimation)
100%
How Does the Negotiation go?
Sponsor
What is your cost estimate?
Will it fit under a $80 million dollar cap?
Oh yeah? Can you do the job for $10 million less?
Project Manager
$90 Million
Sure, we crashed it down to $75 Million
Yeah, we scoured it down to $65 Million
How Should the Negotiation go?
Sponsor
What is your cost estimate?
Will it fit under a $80 million dollar cap?
Oh yeah? Can you do the job for $10 million less?
Project Manager
At $90 Million, we are 80% confident of cost success
At $75 Million, we have a 65% confidence
Sure, but at $65 Million we are only 50% confident
Estimator Bias
Estimates are like Observations
People are always wrong, but they are consistently in how they are wrong
Multiple Observations lead to greater accuracy
Systemic Bias - ResourcesResource Availability versus Commitments
Apply the Bias to future allocations
Systemic Bias - FinancialContractor Performance (bids versus actuals by vendor)
Financial Reporting Systems
Example: Costs were planned for a task using the average rate for a senior engineer pay grade
The complexity of the task called for the most skilled senior engineers near the top of the pay grade biasing costs upwards
Performance BiasTask performance reporting has a bias that changes over time
90% complete disease
Actual
Reported
0%
0% 50% 90% 100%
25% 50% 75% 100%
Performance BiasWeighted Milestone Approach
Acts like a stochastic parameter
25% at start of the task
50% when the task is well understood
75% at the first report of completion
100% at verification of completion
Earned Value AnalysisGarbage In = Garbage Out
Use biased estimates for BCWS
Apply biased performance measures for BCWP
Understand financial biases for ACWP