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This reduction of variability in the explained variable partly hides the impacts of the explaining variables.
It's a clever solution, achieving an uncompromised reduction of variability.
The article discusses basic features of good design, including comparison of treatments, randomization, avoidance of bias, and reduction of variability.
The technique achieves a reduction of variability due to variation in raw material qualities, compared to ordinary robust process optimization.
As a new entrant in the market, lacking scale in its service operations, the company faced a trade-off between maintaining an underutilized and expensive service operation (accommodation of variability) and achieving higher predictability and utilization by, for instance, asking customers to schedule appointments (reduction of variability).
In this work, PCA finds its application in two ways, first in reduction of variability for implementation of Taguchi's method in selection of alternate route, second in the making of operation and part families through graphical analysis.
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Region-specific incidence time series showed reductions of variability (Dk values above confidence limits, Table 1).
Perturbation analysis has enabled a more detailed quantification of the influence of changing demographic parameters on the pattern of lifespan variability at all ages, highlighting the impact of declining childhood mortality on the reduction of lifespan variability, and the impact of later improvements in adult survival on the rising variability of lifespans at older ages.
Our analysis quantifies the influence of changing demographic parameters on lifespan variability at all ages, highlighting the influence of declining childhood mortality on the reduction of lifespan variability, and the influence of subsequent improvements in adult survival on the rising variability of lifespans at older ages.
Statistical process control (SPC) is a powerful collection of problem-solving tools useful in understanding process variability, achieving process stability, and improving process performance through the reduction of avoidable variability.
Our results detail the impact of declining childhood mortality on the reduction of lifespan variability and the impact of improved survival in adulthood on the rising variability of lifespans at older ages.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com