Question
Download Solution PDFTheory of probability can be applied to
Answer (Detailed Solution Below)
Detailed Solution
Download Solution PDFExplanation:
- Probability theory applies to accidental (random) errors because they are unpredictable and follow statistical distribution.
- The theory helps in quantifying the likelihood of different error magnitudes, allowing engineers and scientists to estimate precision and reliability of measurements.
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hese errors occur due to unknown and unpredictable factors such as fluctuations in measuring conditions, limitations of instruments, and variations in human observation.
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The magnitude and sign of accidental errors vary randomly from one measurement to another — some errors may be positive, others negative.
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They follow a certain statistical distribution, commonly a normal distribution, which makes probability theory applicable for analyzing their pattern.
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With multiple measurements, the impact of accidental errors can be minimized through averaging and statistical treatment, improving the accuracy of results.
Additional Information
Cumulative (Systematic) Errors:
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Cumulative errors are consistent errors that occur in a fixed pattern, often increasing or decreasing steadily with time or distance.
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They arise from defects in equipment, errors in calibration, observer bias, or faulty methods of observation or measurement.
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Unlike accidental errors, cumulative errors do not vary randomly and hence cannot be analyzed or corrected using probability theory.
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These errors must be identified and corrected through proper calibration, adjustment of equipment, or refining observation techniques.
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