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An extension of Scheffe's (1959) confidence bounds gives sharp confidence bounds for a linear function of non-negative arguments. The length of these bounds is compared with that of the conservative Scheffe bounds which would usually be used in this situation. A table facilitating application of the sharpened bounds is provided
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