Table of Contents
I. Certification Overview
CSSGB Exam
CSSGB Body of Knowledge
II. Six Sigma Goals
Value of Six Sigma
Origins of Six Sigma
Organizational Drivers
Goals and Projects
References
III. Lean & DFSS
Lean Principles
Lean Concepts and Tools
Non-Value-Added Activities
Theory of Constraints
Design for Six Sigma (DFSS)
DFSS Road Maps
Quality Function Deployment (QFD)
FMEA Varieties
References
IV. Define - Teams & Customers
Process Management for Projects
Process Elements
Owners and Stakeholders
Identify Customers
Collect Customer Data
Analyze Customer Data
Translate Customer Requirements
Team Dynamics and Performance
Team Stages and Dynamics
Six Sigma and Other Team Roles
Team Tools
Communications
References
V. Define - Projects, Tools & Results
Project Management Basics
Project Charter
Project Scope
Project Metrics
Project Planning Tools
Project Documentation
Project Risk Analysis
Project Closure
Management and Planning Tools
Business Results for Projects
Process Performance
FMEA
References
VI. Measure - Data & Process Analysis
Process Analysis and Documentation
Process Modeling
Process Inputs and Outputs
Collecting and Summarizing Data
Data Types
Data Collection Methods
Data Accuracy and Integrity
Descriptive Statistics
Graphical Methods
References
VII. Measure - Probability
Probability and Statistics
Valid Statistical Conclusions
Central Limit Theorem
Basic Probability Concepts
Probability Distributions
Binomial Distribution
Poisson Distribution
Normal Distribution
Chi-square Distribution
Students t Distribution
F Distribution
References
VIII. Measure - Capability & Measurement
Measurement System Analysis
Process Capability and Performance
Process Capability Studies
Process Performance vs. Spec
Process Capability Indices
Short-term vs. Long-term Capability
Process Capability for Attributes
References
IX. Analyze
Exploratory Data Analysis
Multi-vari Studies
Correlation and Regression
Hypothesis Testing
Basic Concepts
Point & Interval Estimation
Major Tests
Paired-comparison Tests
Single-Factor ANOVA
Chi-square
References
X. Improvement Techniques
Design of Experiments (DOE)
Introduction
Terminology
Design Types
Implement and Validate Solutions
Response Surfaces
EVOP
DOE Improvement Analysis
Measurement System Re-analysis
References
XI. Control Concepts
Statistical Process Control (SPC)
Objectives and Benefits
Rational Subgrouping
Application of Control Charts
Variable Charts
Attribute Charts
Analysis of Control Charts
Control Plans
References
XII. Appendix/Tables
Index
Answers
Back to Top
Sample Section
Click here to view a sample from the
CSSGB Primer. The sample file was prepared using Adobe Acrobat to preserve
formatting and to allow you to print the file exactly as it appears in the Primer.
If you do not have Adobe Acrobat installed on your computer you will be asked to save the
file to your local hard disk, and you will need to install Adobe Acrobat to view the
file. Click
here to obtain your free version of Adobe Acrobat (approximately 5 megs).
Back to Top |