Question
Download Solution PDFRandom errors can be assessed:
Answer (Detailed Solution Below)
Detailed Solution
Download Solution PDFSolution: Measurement errors may be classified as either random or systematic, depending on how the measurement was obtained (an instrument could cause a random error in one situation and a systematic error in another).
1. Random Error:
- These are statistical fluctuations (in either direction) in the measured data due to the precision limitations of the measurement device.
- Random errors can be evaluated through statistical analysis and can be reduced by averaging over a large number of observations .
2. Systematic Error:
- These are reproducible inaccuracies that are consistently in the same direction.
- These errors are difficult to detect and cannot be analyzed statistically.
- If a systematic error is identified when calibrating against a standard, applying a correction or correction factor to compensate for the effect can reduce the bias.
- Unlike random errors, systematic errors cannot be detected or reduced by increasing the number of observations.
Common sources of error in physics laboratory experiments:
- Incomplete definition
- Failure to account for a factor
- Environmental factors
- Instrument resolution
- Calibration
- Zero offset
- Physical variations
- Parallax
- Instrument drift
- Personal errors
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