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By Charles W. Bamforth

This publication is for all brewers, whether or not they ponder brewing to be paintings or technological know-how. Its easy target is to focus on what measurements (the numbers) can do to supply product consistency and excellence, by means of reaching regulate over uncooked fabrics and the brewing method

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Data Spread Now let’s consider how we can describe the extent of spread (dispersion) of the data. 52. 52, we would have exactly the same mean (and the identical value for median and mode). 52 we did get is the average of a much greater spread of numbers. Clearly a value such as the mean does not give us sufficient information. The obvious value to quote is the range. 8. It tells us how widely spread the data set is, but of course it tells us nothing about where the data is congregated. 8 is way out.

Some Definitions It is important to have tools for locating the various measurements we make so we can position them in relation to others. We also need to quantify how disperse the data is. How broad is the spread? To position the data, we need some index of where the middle of the data is positioned. There are three ways of doing this, by looking at the mean, the median and the mode. The mean is basically the average of the values and is obtained by adding them up and dividing by the number of measurements.

The esters) may only be measured on occasional batches. This will define their plotting frequency. It is only those parameters whose value will lead to a go/ no go decision that should be measured on every batch. The simplest type of control diagram to use is to plot data within a framework of action (reject) and warning lines. ) Convention has it that these reject lines should be positioned at three standard errors (3s/ n) above and below the mean. 73 percent of the variation in data for a normal distribution.

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