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admb_real:all_cohorts:model_description [2010/11/16 13:44] – created lennartfradmb_real:all_cohorts:model_description [2010/11/16 14:25] (current) lennartfr
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 === Description === === Description ===
 +
 +Most of the models presented so far have followed one cohort in the first year under consideration, two in the second, three in the third, and so on. In addition, [[:hovedside#model_estimating_only_3_year_olds_and_older|the models following ages 3 and up]] have relied on a preprocessing of the input data in order to ignore age groups zero through two. We now present a model which follows a fixed number of cohorts every year, without the need to preprocess the data.
 +
 +The properties of the model are given in the following table:
 +
 +^ Input data (example) | start_year (1994), end_year (2001), minage (3), maxage (12). Corresponding catch (C) and survey data (I). |
 +^ Population trajectory  | Matrix N, indexed as N(i,j) = cohort aged j in year i. |
 +^ Unknowns to be estimated | First row and column of N, catchability q, survey standard deviation s, mortality M. |
 +^ Statistical assumption | log(I) ~ N( log(qN), s). |
 +^ Recurrence relation | N(i,j) = [ N(i-1,j-1) - C(i-1,j-1) ] exp(-M). |
 +
 +:!: **NOTE** that N is structured differently than for the models in the other sections. The same goes for catch and survey data in the input. Essentially, the diagonals of this N correspond to the N used in other models, and similarly for the catch matrix.
 +
 +=== ADMB implementation ===
 +
 +The model is implemented in the following code. An example of a .dat file can be found [[admb_real:all_cohorts:preliminary_experiments|here]].
  
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admb_real/all_cohorts/model_description.1289915064.txt.gz · Last modified: 2010/11/16 13:44 by lennartfr