Statistical Sampling

Selecting a subset of a defined population for inspection so you can draw conclusions about the entire group.

Key Points

  • Used to assess quality or performance without examining every item or instance.
  • The sample must represent the population; common methods include random, systematic, and stratified sampling.
  • Sample size depends on desired confidence level, margin of error, variability, and lot size.
  • Reduces cost and time but introduces sampling risk; plan and document the approach in the quality management plan.

Example

A project produces 8,000 metal brackets each week. During Control Quality, the team randomly selects 300 brackets based on a sampling plan (95% confidence, 5% margin of error) and inspects them for dimensional accuracy. Results are used to accept the lot and adjust the process if defects exceed thresholds.

PMP Example Question

While performing Control Quality, the team wants to estimate the overall defect rate without inspecting every deliverable. What technique should they use?

  1. Benchmarking
  2. Statistical sampling
  3. Checklists
  4. Quality audit

Correct Answer: B — Statistical sampling

Explanation: Statistical sampling inspects a subset of outputs to infer the quality of the entire population, reducing effort while maintaining confidence.

Advanced Lean Six Sigma — Data-Driven Excellence

Solve complex problems, reduce variation, and improve performance with confidence. This course is designed for professionals who already know the basics and want to apply advanced Lean Six Sigma tools to real business challenges.

This is not abstract statistics or theory-heavy training. You’ll use Excel to perform real analysis, interpret results correctly, and apply tools like DMAIC, SIPOC, MSA, hypothesis testing, and regression without memorizing formulas or relying on expensive software.

You’ll learn how to measure baseline performance, analyze process capability, use control charts to maintain stability, and validate improvements using statistical evidence. Templates, worked examples, and structured walkthroughs help you apply each concept immediately.

Learn through a complete, real-world Lean Six Sigma project and develop the skills to lead data-driven improvements with credibility. If you’re ready to move beyond basics and make decisions backed by data, enroll now and take your Lean Six Sigma expertise to the next level.



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.

Learn More