Basic Mathematics and Measurements
    1.0 Introduction
    2.0 Trigonometry
    3.0 Basic logarithmic functions
    4.0 Differentiation
    5.0 Integration
    6.0 Graphs
    7.0 Significant Figures
    8.0 Rounding off
    9.0 Errors
    10.0 Combination of errors
    11.0 Length Measuring Instruments
    12.0 Questions

9.2 Random errors

Random errors are those errors, which occur irregularly and hence are random with respect to sign and size. These can arise due to random and unpredictable fluctuations in experimental conditions.

Example: Unpredictable fluctuations in temperature, voltage supply, mechanical vibrations of experimental set-ups, personal (unbiased) error by the observer taking readings etc.

The random error can be minimized by repeating the observations a large number of times and taking the arithmetic mean of all the observations. The mean value would be very close to the most accurate reading. Thus,
$${a_{{\text{mean}}}} = \frac{{{a_1} + {a_2} + ... + {a_n}}}{n}$$or$${a_{{\text{mean}}}} = \frac{1}{n}\sum\limits_{i = 1}^n {{a_i}} $$

where $a_1,a_2,\ ...\ a_n$ be the observed values of $n$ different observations.

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