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2012 Jul 30
1
te( ) interactions and AIC model selection with GAM
...ing models where zooplankton biomass (bm) is the dependent variable and the continuous explanatory variables are: -time in Julian days (t), to creat a long-term linear trend -Julian days of the year (t_year) to create an annual cycle - Mean temperature of Winter (temp_W), Temperature of September (temp_sept) or Chla. Questions: 1) To introduce a tensor product modifying the annual cycle in my model, I tried 2 different approaches: - a) gam ( bm ~ t + te (t_year, temp_W, temp_sept, k = c( 5,30), d= ( 1,2), bs = c( ?cc?,?cr?)), data = data) -b) gam ( bm ~ t + te (t_year, temp_W, temp_sept, k = 5, bs = c...