P. Agrinier et al., ON THE AGE OF EVENTS OF UNKNOWN AGE - APP LICATION TO THE GEOMAGNETICPOLARITY TIME-SCALE, Comptes rendus de l'Academie des sciences. Serie II. Sciences de la terre et des planetes, 323(11), 1996, pp. 911-918
Events of unknown ages have by definition no known age. However, our k
nowledge on these unknown ages is not completely non existent, since t
hese events can be inserted in an ordered set of events of known ages
(dated by radioisotopic methods for example) and events of unknown age
s. Our knowledge on such ordered sequences can be formalized by using
the noninformative (uniform) prior probability density distributions f
or the ages of events of unknown ages and Bayes's theorem to introduce
the time-order relationship condition. We deduce that the conditional
density probability distributions of the ages of events of unknown ag
es are given by various forms of Euler's beta distribution. These dist
ributions allow us to estimate the probability for an event of unknown
age to occur at a given time interval. We use this method to build ap
propriate probabilistic images which allow us to express our actual kn
owledge/ignorance on the ages of reversals of the Earth's magnetic fie
ld from the Middle Miocene to the Upper Pliocene. These images take in
to account the uncertainties which arise from the non-regularity of oc
eanic spreading rates and the uncertainties in absolute calibration po
ints. The ambiguity which exists in the polarity state of the geomagne
tic field at a given time can be estimated using the Entropy function.