See the notation used in the equations below:
Unbiasing constants for estimating long-term and short-term standard deviation |
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c4(LT)j |
= |
where: |
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c4(ST)j |
= |
where: |
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Short-term standard deviation with unbiasing constant (default) |
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Cum SD(ST)j |
=
|
where: |
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Short-term standard deviation without unbiasing constant |
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Cum SD(ST)j |
= |
where: |
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Long-term standard deviation without unbiasing constant (default) |
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Cum SD(LT)j |
= |
where: |
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Long-term standard deviation with unbiasing constant |
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Cum SD(LT)j |
=
|
where: |
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Long-term process mean |
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mLT |
= |
where: |
mLT = cmLT,K | |
Long-term process standard deviation |
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sLT |
= |
Cum SD(LT)K |
|
|
Short-term process mean |
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mST
|
=
|
|
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Short-term process standard deviation |
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sST |
= |
Cum SD(ST)K |
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Capability statistics |
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CCpk |
= |
|
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Cp |
= |
(USL - LSL) / (6sST) |
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Cpk |
= |
|
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CPL
|
= (mST - LSL) / (3sST) |
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CPU
|
= (USL - mST) / (3sST) |
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Pp |
= |
(USL - LSL) / (6sLT) |
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Ppk |
= |
|
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PPL |
= |
(mLT - LSL) / (3sLT) |
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PPU |
= |
(USL - mLT) / (3sLT) |
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Degrees of freedom |
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df(LT)j |
= |
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df(ST)j |
= |
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Proabilities |
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P.LSL(LT)j |
= |
1 - F(Z.LSL(LT)j ) |
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P.LSL(ST)j |
= |
1 - F(Z.LSL(ST)j ) |
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P.USL(LT)j |
= |
1 - F(Z.USL(LT)j ) |
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P.USL(ST)j |
= |
1 - F(Z.USL(ST)jj ) |
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P.Total(LT)j |
= |
P.USL(LT)j + P.LSL(LT)j |
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P.Total(ST)j |
= |
P.USL(ST)j + P.LSL(ST)j |
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Z bench statistics |
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Z.Bench(LT)j |
= |
F(P.Total(LT)j) |
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Z.Bench(ST)j |
= |
F(P.Total(ST)j) |
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Z.LSL(LT)j |
= |
(mLT - LSL) / Cum SD(LT)j |
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Z.LSL(ST)j |
= (mST - LSL) / Cum SD(LT)j |
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Z.USL(LT)j |
= |
(USL - mLT) / Cum SD(LT)j |
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Z.USL(ST)j |
= (USL - mST) / Cum SD(LT)j |
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Z.Shiftj |
= |
Z.Bench(ST)j - Z.Bench(LT)j |
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Note |
Cp, Cpk, and CCpk represent the potential capability of the process. Therefore, these formulas use short-term variability. Pp and Ppk represent the actual process performance. Therefore, these formulas use long-term variability. |