Open AccessA RAPID APPROXIMATION FOR PREDICTING THE HYDROCARBON DISCOVERY RATE: PART 2. IMPROVING THE ACCURACY
Author(s) -
Ninpong R.,
Power M.,
Fuller J.D.
Publication year - 1992
Publication title -
natural resource modeling
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.28
H-Index - 32
eISSN - 1939-7445
pISSN - 0890-8575
DOI - 10.1111/j.1939-7445.1992.tb00279.x
Subject(s) - approximation error , regression , systematic error , regression analysis , hydrocarbon , mathematics , computer science , econometrics , statistics , chemistry , organic chemistry
In Part 1 of this paper, we noted the systematic errors in the estimates of means and standard deviations produced by a rapid approximation applied to a model of hydrocarbon discovery. In Part 2, we apply regression to predict the approximation errors, as functions of model parameters and approximation output. With the regression model, we can correct much of the error in the approximation, as we illustrate with data from the Nisku‐Shelf play of western Canada.