P Chart with JMP

By Lean Sigma Corporation

What is a P Chart?

The P chart plots the percentage of defectives in one subgroup as a data point. It considers the situation when the subgroup size of inspected units is not constant. The underlying distribution of the P-chart is binomial distribution.

P Chart Equations

Data Point:    P Chart EQ1

Center Line:     P Chart EQ2

Control Limits:  P Chart EQ3
Where:

  • ni is the subgroup size for the ith subgroup
  • k is the number of subgroups
  • xi is the number of defects in the ith

Use JMP to Plot a P Chart

Data File: “P.jmp”

  1. Analyze -> Quality & Process -> Control Chart -> P
  2. Select Fail in the Process Field
  3. Select N in the Sample Size Field
    p-chart-with-jmp
  4. Click Ok

P Chart Diagnosis

p-chart-with-jmp

Model summary: Since the sample sizes are not constant over time, the control limits are adjusted to different values accordingly. All the data points fall within the control limits and spread randomly around the mean. We conclude that the process is in control.

 

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About Lean Sigma Corporation

Lean Sigma Corporation is a trusted leader in Lean Six Sigma training and certification, boasting a rich history of providing high-quality educational resources. With a mission to honor and maintain the traditional Lean Six Sigma curriculum and certification standards, Lean Sigma Corporation has empowered thousands of professionals and organizations worldwide with over 5,300 certifications, solidifying its position and reputation as a go-to source for excellence through Lean Six Sigma methodologies.