In this paper, a general method of constructing control charts for preliminary analysis of individual observations is presented, which is based on recursive score residuals. A simulation study shows that certain implementations of these charts are highly effective in detecting assignable causes.

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Statistica Neerlandica
Erasmus School of Economics

Koning, A.J. (2006). Model-based control charts in phase 1 statistical process control. Statistica Neerlandica, 60(3), 327–338. doi:10.1111/j.1467-9574.2006.00335.x