STEM / applied
Statistical quality control · Undergraduate · Math
Learning objectives from the Statistical quality control syllabus, grouped by unit. Click an objective for study materials.
Topics typically covered
Click a topic for the full text and related unit practice.
Undergraduate Statistical quality control — outline derived from course README sections and typical US statistics syllabi (OpenIntro / standard OER where applicable).
Process monitoring
- Common and special cause variation — Common and special cause variation
- Shewhart control charts for variables — Shewhart control charts for variables
- Control charts for attributes: p, np, c, u charts — Control charts for attributes: p, np, c, u charts
- Western Electric and Nelson rules — Western Electric and Nelson rules
- Process capability indices: Cp and Cpk — Process capability indices: Cp and Cpk
Advanced SPC
- EWMA and CUSUM charts — EWMA and CUSUM charts
- Multivariate control charts (introduction) — Multivariate control charts (introduction)
- Acceptance sampling plans — Acceptance sampling plans
- Gauge R&R studies — Gauge R&R studies
- Design for Six Sigma overview — Design for Six Sigma overview
Quality improvement
- PDCA and DMAIC frameworks — PDCA and DMAIC frameworks
- Fishbone diagrams — Fishbone diagrams
- Pareto analysis — Pareto analysis
- Designed experiments for process improvement — Designed experiments for process improvement
- Reliability — Reliability
- Failure rate analysis (intro) — Failure rate analysis (intro)
Learning objectives
Click an objective for study materials.
Process monitoring
- Common and special cause variation — Common and special cause variation
- Shewhart control charts for variables — Shewhart control charts for variables
- Control charts for attributes: p, np, c, u charts — Control charts for attributes: p, np, c, u charts
- Western Electric and Nelson rules — Western Electric and Nelson rules
- Process capability indices: Cp and Cpk — Process capability indices: Cp and Cpk
Advanced SPC
- EWMA and CUSUM charts — EWMA and CUSUM charts
- Multivariate control charts (introduction) — Multivariate control charts (introduction)
- Acceptance sampling plans — Acceptance sampling plans
- Gauge R&R studies — Gauge R&R studies
- Design for Six Sigma overview — Design for Six Sigma overview
Quality improvement
- PDCA and DMAIC frameworks — PDCA and DMAIC frameworks
- Fishbone diagrams — Fishbone diagrams
- Pareto analysis — Pareto analysis
- Designed experiments for process improvement — Designed experiments for process improvement
- Reliability — Reliability
- Failure rate analysis (intro) — Failure rate analysis (intro)
Multi-Unit Problems
Course-level sets that combine skills across study units (coming soon).
Browse Multi-Unit ProblemsWhat each unit includes
Open a unit below for full materials. Typical resources:
- Study guide
- Exam Strategy
- Common Mistakes
- Worksheets
- Word problems
- Mixed Practice
- Multi-Unit Problems
- Review
- Practice test
- Answer key
Study units
Each unit includes a study guide, worksheets, review, practice test, and answer key. One unit is free; subscribe for the full class.
- Process monitoring
Common and special cause variation
Coming soon - Advanced SPC
EWMA and CUSUM charts
Coming soon - Quality improvement
PDCA and DMAIC frameworks
Coming soon
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$1,162 · Statistical quality control · 18 tutoring hrs
Study guides, worksheets, reviews, practice tests, and answer keys for 1 class. 18 tutoring hours (1 hr / week · semester). Bundle discount applied vs buying separately. Pay in full via Zelle.