It has always been fascinating to mix two seemingly immiscible concepts with a firm objective in mind. Statistical ogling of fish biological dynamics happens to be the best suited case under this category. One of the immediate moot points in this line is the stock based inference arrived through quasi-linear or non-linear modeling. Statistics being inductive in nature is bound to blow up the results to some universe and "stock" fits the bill perfectly. But there are non-statistical issues on the very definition of an unit stock. The
wikipedia throws up a dozen such definitions and points to the most acceptable one
which unfortunately happens to be the latest. (
http://en.wikipedia.org/wiki/Fish_stock) this has the potential danger of the query- "what happened to previous inferences". In the sampling concept a sample and population are uniquely, indisputably defined and the
methodology sticks on that perfect framework. But it seems to be not the case in Stock assessment. Further stocks by definition vary with the part of the globe in which the study is being conducted. Another issue is the collation of various stock based inferences- are the additive? or some interaction is to be accounted for? Are the pelagic and
demersal assessments even footed in terms of setting?