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Simulation

A quantitative method that imitates project outcomes under multiple uncertainties to assess how those combined variations could influence objectives.

Key Points

  • Runs many iterations using random inputs to reflect uncertainty and produce a range of possible results.
  • Often applied to cost and schedule to estimate the likelihood of meeting targets and required contingency.
  • Needs input ranges, probability distributions, and any correlations among variables to be credible.
  • Outputs include probabilities (e.g., P50, P80), outcome ranges, and sensitivity to key drivers.

Example

A project team assigns three-point estimates and distributions to activity durations and costs, then runs a Monte Carlo simulation with 10,000 iterations. The results show a 72% chance of finishing by November 30, a P80 cost of $1.95M, and a tornado chart revealing two design tasks as the main drivers of schedule risk.

PMP Example Question

A project manager wants to know the probability of finishing within 30 weeks and under $2M, given uncertain activity durations and material prices. Which technique should be used?

  1. Sensitivity analysis
  2. Simulation (Monte Carlo)
  3. Three-point estimating
  4. Trend analysis

Correct Answer: B — Simulation

Explanation: Simulation models the combined effect of multiple uncertainties to produce probability-based outcomes for time and cost objectives.

Advanced Project Management — Measuring Project Performance

Move beyond guesswork and status reporting. This course helps you measure real progress, spot problems early, and make confident decisions using proven project performance techniques. If you manage complex projects and want clearer visibility and control, this course is built for you.

This is not abstract theory. You’ll work step by step through Earned Value Management (EVM), learning how cost, schedule, and scope come together to show true performance. You’ll build a solid foundation in EVM concepts, understand why formulas work, and learn how performance data actually supports leadership decisions.

You’ll master Work Breakdown Structures (WBS), control accounts, and budget baselines, then apply core EVM metrics like EAC, TCPI, and variance analysis. Through a detailed real-world example, you’ll forecast outcomes, analyze trends, and understand contingencies and management reserves with confidence.

Learn how experienced project managers monitor performance, communicate results clearly, and take corrective action before projects slip. With practical exercises and hands-on analysis, you’ll be ready to apply EVM immediately. Enroll now and start managing performance with clarity and control.

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Lead with clarity, influence, and outcomes.

HK School of Management brings you a practical, no-fluff Leadership for Project Managers course—built for real projects, tight deadlines, and cross-functional teams. Learn to set direction, align stakeholders, and drive commitment without relying on title. For the price of a lunch, get proven playbooks, and downloadable templates. Backed by a 30-day money-back guarantee—zero risk, high impact.

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