scusums.arl: Compute ARLs of CUSUM-Shewhart control charts (variance...

In spc: Statistical Process Control -- Calculation of ARL and Other Control Chart Performance Measures

Compute ARLs of CUSUM-Shewhart control charts (variance charts)

Description

Computation of the (zero-state) Average Run Length (ARL) for different types of CUSUM-Shewhart combo control charts (based on the sample variance S^2) monitoring normal variance.

Usage

scusums.arl(k, h, cS, sigma, df, hs=0, sided="upper", k2=NULL,
h2=NULL, hs2=0, r=40, qm=30, version=2)

Arguments

k	reference value of the CUSUM control chart.
h	decision interval (alarm limit, threshold) of the CUSUM control chart.
cS	Shewhart limit.
sigma	true standard deviation.
df	actual degrees of freedom, corresponds to subgroup size (for known mean it is equal to the subgroup size, for unknown mean it is equal to subgroup size minus one.
hs	so-called headstart (enables fast initial response).
sided	distinguishes between one- and two-sided two-sided CUSUM-S^2 control charts by choosing "upper" (upper chart), "lower" (lower chart), and "two" (two-sided chart), respectively. Note that for the two-sided chart the parameters "k2" and "h2" have to be set too.
k2	In case of a two-sided CUSUM chart for variance the reference value of the lower chart.
h2	In case of a two-sided CUSUM chart for variance the decision interval of the lower chart.
hs2	In case of a two-sided CUSUM chart for variance the headstart of the lower chart.
r	Dimension of the resulting linear equation system (highest order of the collocation polynomials times number of intervals – see Knoth 2006).
qm	Number of quadrature nodes for calculating the collocation definite integrals.
version	Distinguish version numbers (1,2,...). For internal use only.

Details

scusums.arl determines the Average Run Length (ARL) by numerically solving the related ARL integral equation by means of collocation (piecewise Chebyshev polynomials).

Value

Returns a single value which resembles the ARL.

Author(s)

Sven Knoth

References

S. Knoth (2006), Computation of the ARL for CUSUM-S^2 schemes, Computational Statistics & Data Analysis 51, 499-512.

See Also

scusum.arl for zero-state ARL computation of standalone CUSUM control charts for monitoring normal variance.

Examples

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spc documentation built on Oct. 24, 2022, 5:07 p.m.