emblem
Gaussian distribution and fraction defective
Graphs a Gaussian distribution, and shows a fraction defective.
2024.Jul.03 12:31:30
L g Lower specification limit. •
μ, σ g Mean, stand. deviation of the Gaussian distrib.. •
Left, right †   g Left, right for graph: in σ's or weight. •
tol, npoints Tolerance for numerical inversion; graph points. •
Show values ? Shows the graph coordinates.

Graphs a Gaussian distribution, with given parameters mean, μ, and standard deviation, σ, for a "lower specification limit", L, computing the "fraction defective", i.e., below L. This fraction is essential in industry.

The base data refer, say, to a bag of coffee, with nominal weight (mass) of 500 g, which is the legal "lower specification limit", L. The producer attempts to obey this limit by using a target weight of μ (surely, μ > L), the intrinsic variability of the weight being σ. (For the base data, the fraction defective is 1.8 %.)

† Left and right in σ's are ignored iff (not equal) weights are given.

A graph is drawn showing the Gaussian density and its cumulative function, as well as the area corresponding to the fraction defective (to the left of L).

Suggested other data: σ = 0.9 g (with smaller σ leading to better quality, but typically difficult or expensive to get, hence the need for technico-economic optimization) or σ = 2 g (possibly with weights both 0 g).

References: Plate: GaussianFracDefective

• Ponce, V. M., "Vlab" (OnlineCalc), San Diego State University, San Diego (CA), USA.

• 1889-11-20: Hubble, Edwin Powell (Expanding to ?...) (1953-09-28).

 
 
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Created: 2016-11-20 — Last modified: 2021-05-23