Significance of the Regression Coefficients
q The regression coefficients a and b are statistics derived
from sample, not parameters from population.
q The regression coefficients vary from one sample to
another. We can not use normal statistical theory to
predicted their variations.
q It is because statistical theory derives its results by
assuming the successive pair of observations (xi, yi) are
independent. This is not true for geoscience variables.