WEB TUTORIAL

DATA ANALYSIS, ERROR ESTIMATION & TREATMENT

Exercises

 

Hint - Q13

y = mx + c, where m = 2.2 ± 0.1 m-3, x = 4.70 ± 0.05 g and c = 0.8 ± 0.2 g m-3

SOLUTION PROCEDURE:

Define the following:
      m = 2.2 m-3      mmax = 2.2 + 0.1 = 2.3 m-3      mmin = 2.2 - 0.1 = 2.1 m-3
      x = 4.70 g      xmax = 4.70 + 0.05 = 4.75 g      xmin = 4.70 - 0.05 = 4.65 g
      c = 0.8 g m-3      cmax = 0.8 + 0.2 = 1.0 g m-3      cmin = 0.8 - 0.2 = 0.6 g m-3

Determine the value of y, using the equation y = mx + c

Find the maximum and minimum values of y using the following formulae:
      ymax = mmaxxmax + cmax            ymin = mminxmin + cmin

Once values of y, ymax and ymin have been determined, calculate the difference between y and the limiting values, i.e. (ymax - y) and (y - ymin). The largest of these two differences should be used as the error estimate.

Question 13

The equation of a straight line is y = mx + c.

For a set of linear data, m has been determined as 2.2 ± 0.1 m-3 and c has been determined as 0.8 ± 0.2 g m-3.

When x = 4.70 ± 0.05 g, the value of y with its associated error (found from worst case scenarios) will be -

y = 11.1 ± 0.2 g m-3

y = 11.1 ± 0.6 g m-3

y = 11.1 ± 0.8 g m-3

y = 11 ± 1 g m-3