Quality and Process Methods > Control Chart Builder > Statistical Details for Control Chart Builder > Statistical Details for Individual Measurement and Moving Range Charts
Publication date: 07/08/2024

Statistical Details for Individual Measurement and Moving Range Charts

This section describes how control limits for Individual Measurement and Moving Range charts are calculated in Control Chart Builder.

Control limits for Individual Measurement charts are computed as follows:

LCL for Individual Measurement Chart = Equation shown here

UCL for Individual Measurement Chart = Equation shown here

Control limits for Individual Measurement charts with sigma estimated by the median moving range are computed as follows:

LCL for Individual Measurement Chart = Equation shown here

UCL for Individual Measurement Chart = Equation shown here

Control limits for Moving Range charts are computed as follows:

LCL for Moving Range Chart = Equation shown here

UCL for Moving Range Chart = Equation shown here

Control limits for Median Moving Range charts are computed as follows:

LCLMMR = max(0, MMR - Kd3(n)Equation shown here)

UCLMMR = MMR + Kd3(n)Equation shown here

The standard deviation for Individual Measurement and Moving Range charts is estimated as follows:

Equation shown here

The standard deviation for Individual Measurement and Moving Range charts when using the median is estimated as follows:

Equation shown here = MMR/0.954

where:

Equation shown here = the mean of the individual measurements

K = the sigma multiplier and is set to 3 by default

Equation shown here = the mean of the nonmissing moving ranges computed as (MR2+MR3+...+MRN)/(N-1) where MRi = |xi - xi-1|.

MMR = the median of the nonmissing moving ranges

σ = the process standard deviation

d2(n) = expected value of the range of n independent normally distributed variables with unit standard deviation.

d3(n) = standard deviation of the range of n independent normally distributed variables with unit standard deviation

Note: Moving Range charts in Control Chart Builder use a range span of n = 2.

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