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Stability and Capability in Quality Improvement
Coursera
Course
Unknown

Stability and Capability in Quality Improvement

University of Colorado Boulder

Learn to analyze process stability with statistical control charts and assess process capability to meet specifications effectively.

Unknown5 weeksEnglish

About this Course

In this course, you will learn to analyze data in terms of process stability and statistical control and why having a stable process is imperative prior to perform statistical hypothesis testing. You will create statistical process control charts for both continuous and discrete data using R software. You will analyze data sets for statistical control using control rules based on probability. Additionally, you will learn how to assess a process with respect to how capable it is of meeting specif

What You'll Learn

  • Understand and interpret process control charts to detect special variation causes
  • Create and interpret control charts for normal and non-normal distributions
  • Create and interpret control charts for discrete data
  • Analyze process capability against customer specifications

Instructors

W

Wendy Martin

Engineering Management Program

Topics

Process Capability
Statistical Analysis
Quality Improvement
R Programming
Statistical Process Controls
Probability Distribution
R (Software)
Statistical Hypothesis Testing
Statistical Methods
Data Transformation

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

قدرة العملية
التحليل الإحصائي
تحسين الجودة
برمجة R
التحكم الإحصائي في العمليات
توزيعات الاحتمالات
برمجيات R
اختبار الفرضيات الإحصائية
Statistical Methods
Data Transformation

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