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Why do calibration curves deviate from a straight line?

User Sandymatt
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Final answer:

Calibration curves may deviate from a straight line due to non-linear relationships between variables, influential points that skew the data, and other situation-specific factors affecting the outcome.

Step-by-step explanation:

Calibration curves may deviate from a straight line for several reasons. Often, the relationship between two variables is not strictly linear, resulting in a curve that reflects the true nature of their interaction. For example, a line graph displaying the density of air with respect to altitude is curved because the relationship between altitude and air density is not linear; the air gets progressively thinner as altitude increases at a non-constant rate. Furthermore, there are other factors that might cause deviation in calibration curves such as:

  • Irregularities in the object being measured,
  • Influential points that can skew the data and the resultant line of best fit,
  • Other unique factors that affect the outcome specific to the situation at hand.

In scientific measurements, particularly in fields like astrophysics, variables such as the period-luminosity relation for variable stars do not plot as straight lines due to inherent scatter in the data which introduces uncertainty in measurements derived from these relationships.

User Deepak Ror
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