> source("D:/BACKUP/D.DRIVE/PROJECTS/projGLMs/ModelSelection.r") Full model based on 7 predictors with interaction terms : matsyscode, pollcate, dispcode, htmax, distrwithin, elerange, seasrange Formula: cmnness ~ matsyscode * pollcate * dispcode * htmax * distrwithin * elerange * seasrange Current model has 84 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the pollcate:htmax:distrwithin:elerange:seasrange term from the model Current model has 84 terms (up to order 6). Searching for non-significant terms of order 6 to drop from the model Dropping the matsyscode:pollcate:htmax:distrwithin:elerange:seasrange term from the model Current model has 84 terms (up to order 6). Searching for non-significant terms of order 6 to drop from the model Dropping the pollcate:dispcode:htmax:distrwithin:elerange:seasrange term from the model Current model has 84 terms (up to order 7). Searching for non-significant terms of order 7 to drop from the model Dropping the matsyscode:pollcate:dispcode:htmax:distrwithin:elerange:seasrange term from the model Current model has 83 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:htmax:distrwithin:elerange:seasrange term from the model Current model has 83 terms (up to order 6). Searching for non-significant terms of order 6 to drop from the model Dropping the matsyscode:dispcode:htmax:distrwithin:elerange:seasrange term from the model Current model has 82 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the pollcate:htmax:elerange:seasrange term from the model Current model has 82 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:pollcate:htmax:elerange:seasrange term from the model Current model has 82 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the pollcate:dispcode:htmax:elerange:seasrange term from the model Current model has 82 terms (up to order 6). Searching for non-significant terms of order 6 to drop from the model Dropping the matsyscode:pollcate:dispcode:htmax:elerange:seasrange term from the model Current model has 81 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the pollcate:dispcode:htmax:seasrange term from the model Current model has 81 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the pollcate:dispcode:elerange:seasrange term from the model Current model has 81 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:pollcate:dispcode:htmax:seasrange term from the model Current model has 81 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the pollcate:dispcode:htmax:distrwithin:seasrange term from the model Current model has 81 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:pollcate:dispcode:elerange:seasrange term from the model Current model has 81 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:dispcode:htmax:elerange:seasrange term from the model Current model has 81 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the pollcate:dispcode:distrwithin:elerange:seasrange term from the model Current model has 81 terms (up to order 6). Searching for non-significant terms of order 6 to drop from the model Dropping the matsyscode:pollcate:dispcode:htmax:distrwithin:seasrange term from the model Current model has 81 terms (up to order 6). Searching for non-significant terms of order 6 to drop from the model Dropping the matsyscode:pollcate:dispcode:distrwithin:elerange:seasrange term from the model Current model has 80 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:pollcate:htmax:elerange term from the model Current model has 80 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:pollcate:htmax:seasrange term from the model Current model has 80 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:pollcate:elerange:seasrange term from the model Current model has 80 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:pollcate:dispcode:htmax:elerange term from the model Current model has 80 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:pollcate:htmax:distrwithin:elerange term from the model Current model has 80 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:pollcate:htmax:distrwithin:seasrange term from the model Current model has 80 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:pollcate:distrwithin:elerange:seasrange term from the model Current model has 80 terms (up to order 6). Searching for non-significant terms of order 6 to drop from the model Dropping the matsyscode:pollcate:dispcode:htmax:distrwithin:elerange term from the model Current model has 79 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:htmax:distrwithin:seasrange term from the model Current model has 79 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:dispcode:htmax:distrwithin:seasrange term from the model Current model has 78 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the pollcate:htmax:distrwithin:seasrange term from the model Current model has 77 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Terms ( matsyscode:htmax:elerange:seasrange, matsyscode:htmax:elerange:seasrange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 76 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:htmax:distrwithin:elerange term from the model Current model has 76 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:dispcode:htmax:distrwithin:elerange term from the model Current model has 75 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:dispcode:htmax:seasrange term from the model Current model has 74 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:dispcode:distrwithin:elerange term from the model Current model has 74 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the pollcate:dispcode:distrwithin:elerange term from the model Current model has 74 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:dispcode:htmax:distrwithin term from the model Current model has 74 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the pollcate:dispcode:htmax:distrwithin term from the model Current model has 74 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:dispcode:distrwithin:seasrange term from the model Current model has 74 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the pollcate:dispcode:distrwithin:seasrange term from the model Current model has 74 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the dispcode:htmax:distrwithin:seasrange term from the model Current model has 74 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the dispcode:htmax:distrwithin:elerange term from the model Current model has 74 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:pollcate:dispcode:htmax:distrwithin term from the model Current model has 74 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:pollcate:dispcode:distrwithin:elerange term from the model Current model has 74 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the pollcate:dispcode:htmax:distrwithin:elerange term from the model Current model has 74 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:pollcate:dispcode:distrwithin:seasrange term from the model Current model has 74 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the matsyscode:dispcode:distrwithin:elerange:seasrange term from the model Current model has 74 terms (up to order 5). Searching for non-significant terms of order 5 to drop from the model Dropping the dispcode:htmax:distrwithin:elerange:seasrange term from the model Current model has 73 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:dispcode:htmax:elerange term from the model Current model has 72 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the pollcate:htmax:distrwithin:elerange term from the model Current model has 71 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:pollcate:htmax:distrwithin term from the model Current model has 71 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:pollcate:distrwithin:elerange term from the model Current model has 71 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:pollcate:distrwithin:seasrange term from the model Current model has 70 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Terms ( htmax:distrwithin:elerange:seasrange, htmax:distrwithin:elerange:seasrange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 69 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the pollcate:distrwithin:elerange:seasrange term from the model Current model has 68 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Terms ( matsyscode:distrwithin:elerange:seasrange, matsyscode:distrwithin:elerange:seasrange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 67 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the dispcode:distrwithin:elerange:seasrange term from the model Current model has 66 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the dispcode:htmax:elerange:seasrange term from the model Current model has 65 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the matsyscode:pollcate:seasrange term from the model Current model has 65 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:pollcate:dispcode:seasrange term from the model Current model has 64 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the pollcate:distrwithin:seasrange term from the model Current model has 63 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the dispcode:distrwithin:elerange term from the model Current model has 62 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the dispcode:htmax:elerange term from the model Current model has 61 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Terms ( matsyscode:pollcate:htmax, matsyscode:pollcate:htmax ) are equally nonsignificant: dropping the first one in this list from the model Current model has 61 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Terms ( matsyscode:pollcate:dispcode:htmax, matsyscode:pollcate:dispcode:htmax ) are equally nonsignificant: dropping the first one in this list from the model Current model has 60 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the matsyscode:pollcate:distrwithin term from the model Current model has 60 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Dropping the matsyscode:pollcate:dispcode:distrwithin term from the model Current model has 59 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Terms ( distrwithin:elerange:seasrange, distrwithin:elerange:seasrange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 58 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the pollcate:htmax:elerange term from the model Current model has 57 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Terms ( matsyscode:htmax:seasrange, matsyscode:htmax:seasrange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 56 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the pollcate:htmax:seasrange term from the model Current model has 55 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Terms ( matsyscode:htmax:elerange, matsyscode:htmax:elerange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 54 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Terms ( htmax:distrwithin:seasrange, htmax:distrwithin:seasrange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 53 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the pollcate:dispcode:distrwithin term from the model Current model has 52 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Terms ( matsyscode:pollcate:elerange, matsyscode:pollcate:elerange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 52 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Terms ( matsyscode:pollcate:dispcode:elerange, matsyscode:pollcate:dispcode:elerange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 51 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the pollcate:elerange:seasrange term from the model Current model has 50 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the htmax:elerange:seasrange term from the model Current model has 49 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the matsyscode:dispcode:seasrange term from the model Current model has 48 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the dispcode:htmax:seasrange term from the model Current model has 47 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Terms ( htmax:distrwithin:elerange, htmax:distrwithin:elerange, htmax:distrwithin:elerange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 46 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the pollcate:htmax:distrwithin term from the model Current model has 45 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the pollcate:distrwithin:elerange term from the model Current model has 44 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Terms ( matsyscode:htmax:distrwithin, matsyscode:htmax:distrwithin, matsyscode:htmax:distrwithin ) are equally nonsignificant: dropping the first one in this list from the model Current model has 43 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Terms ( matsyscode:distrwithin:elerange, matsyscode:distrwithin:elerange, matsyscode:distrwithin:elerange, matsyscode:distrwithin:elerange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 42 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the pollcate:dispcode:elerange term from the model Current model has 41 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the pollcate:dispcode:htmax term from the model Current model has 40 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the dispcode:elerange:seasrange term from the model Current model has 39 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model Terms ( matsyscode:dispcode:elerange:seasrange, matsyscode:dispcode:elerange:seasrange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 38 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the dispcode:htmax:distrwithin term from the model Current model has 37 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model No non-significant terms of order 3 Searching for non-significant terms of order 2 to drop from the model Dropping the pollcate:elerange term from the model Current model has 36 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model No non-significant terms of order 3 Searching for non-significant terms of order 2 to drop from the model Terms ( matsyscode:pollcate, matsyscode:pollcate ) are equally nonsignificant: dropping the first one in this list from the model Current model has 36 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Terms ( matsyscode:pollcate:dispcode, matsyscode:pollcate:dispcode ) are equally nonsignificant: dropping the first one in this list from the model Current model has 35 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model No non-significant terms of order 3 Searching for non-significant terms of order 2 to drop from the model Dropping the htmax:seasrange term from the model Current model has 34 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model No non-significant terms of order 3 Searching for non-significant terms of order 2 to drop from the model Dropping the pollcate:seasrange term from the model Current model has 33 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model No non-significant terms of order 3 Searching for non-significant terms of order 2 to drop from the model Terms ( pollcate:distrwithin, pollcate:distrwithin ) are equally nonsignificant: dropping the first one in this list from the model Current model has 32 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model No non-significant terms of order 3 Searching for non-significant terms of order 2 to drop from the model Dropping the pollcate:htmax term from the model Current model has 31 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model No non-significant terms of order 3 Searching for non-significant terms of order 2 to drop from the model Dropping the elerange:seasrange term from the model Current model has 30 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model No non-significant terms of order 3 Searching for non-significant terms of order 2 to drop from the model Terms ( distrwithin:elerange, distrwithin:elerange, distrwithin:elerange ) are equally nonsignificant: dropping the first one in this list from the model Current model has 29 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model No non-significant terms of order 3 Searching for non-significant terms of order 2 to drop from the model Dropping the pollcate:dispcode term from the model Current model has 28 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model Dropping the dispcode:distrwithin:seasrange term from the model Current model has 27 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model No non-significant terms of order 3 Searching for non-significant terms of order 2 to drop from the model Terms ( htmax:distrwithin, htmax:distrwithin, htmax:distrwithin ) are equally nonsignificant: dropping the first one in this list from the model Current model has 26 terms (up to order 4). Searching for non-significant terms of order 4 to drop from the model No non-significant terms of order 4 Searching for non-significant terms of order 3 to drop from the model No non-significant terms of order 3 Searching for non-significant terms of order 2 to drop from the model No non-significant terms of order 2 Searching for non-significant terms of order 1 to drop from the model No non-significant terms of order 1 Searching for non-significant terms of order 0 to drop from the model No non-significant terms of order 0 All done up to the stepAIC stage. Full model (i.e. before model selection) was based on 7 predictors with interaction terms : matsyscode, pollcate, dispcode, htmax, distrwithin, elerange, seasrange Full model involved 7 main-effect terms and 120 interaction terms (up to order 7 ). Final model (i.e. after model selection) involves 7 main-effect terms and 18 interaction terms (up to order 4 ). Final model formula: cmnness ~ matsyscode * pollcate * dispcode * htmax * distrwithin * elerange * seasrange - pollcate:htmax:distrwithin:elerange:seasrange - matsyscode:pollcate:htmax:distrwithin:elerange:seasrange - pollcate:dispcode:htmax:distrwithin:elerange:seasrange - matsyscode:pollcate:dispcode:htmax:distrwithin:elerange:seasrange - matsyscode:htmax:distrwithin:elerange:seasrange - matsyscode:dispcode:htmax:distrwithin:elerange:seasrange - pollcate:htmax:elerange:seasrange - matsyscode:pollcate:htmax:elerange:seasrange - pollcate:dispcode:htmax:elerange:seasrange - matsyscode:pollcate:dispcode:htmax:elerange:seasrange - pollcate:dispcode:htmax:seasrange - pollcate:dispcode:elerange:seasrange - matsyscode:pollcate:dispcode:htmax:seasrange - pollcate:dispcode:htmax:distrwithin:seasrange - matsyscode:pollcate:dispcode:elerange:seasrange - matsyscode:dispcode:htmax:elerange:seasrange - pollcate:dispcode:distrwithin:elerange:seasrange - matsyscode:pollcate:dispcode:htmax:distrwithin:seasrange - matsyscode:pollcate:dispcode:distrwithin:elerange:seasrange - matsyscode:pollcate:htmax:elerange - matsyscode:pollcate:htmax:seasrange - matsyscode:pollcate:elerange:seasrange - matsyscode:pollcate:dispcode:htmax:elerange - matsyscode:pollcate:htmax:distrwithin:elerange - matsyscode:pollcate:htmax:distrwithin:seasrange - matsyscode:pollcate:distrwithin:elerange:seasrange - matsyscode:pollcate:dispcode:htmax:distrwithin:elerange - matsyscode:htmax:distrwithin:seasrange - matsyscode:dispcode:htmax:distrwithin:seasrange - pollcate:htmax:distrwithin:seasrange - matsyscode:htmax:elerange:seasrange - matsyscode:htmax:distrwithin:elerange - matsyscode:dispcode:htmax:distrwithin:elerange - matsyscode:dispcode:htmax:seasrange - matsyscode:dispcode:distrwithin:elerange - pollcate:dispcode:distrwithin:elerange - matsyscode:dispcode:htmax:distrwithin - pollcate:dispcode:htmax:distrwithin - matsyscode:dispcode:distrwithin:seasrange - pollcate:dispcode:distrwithin:seasrange - dispcode:htmax:distrwithin:seasrange - dispcode:htmax:distrwithin:elerange - matsyscode:pollcate:dispcode:htmax:distrwithin - matsyscode:pollcate:dispcode:distrwithin:elerange - pollcate:dispcode:htmax:distrwithin:elerange - matsyscode:pollcate:dispcode:distrwithin:seasrange - matsyscode:dispcode:distrwithin:elerange:seasrange - dispcode:htmax:distrwithin:elerange:seasrange - matsyscode:dispcode:htmax:elerange - pollcate:htmax:distrwithin:elerange - matsyscode:pollcate:htmax:distrwithin - matsyscode:pollcate:distrwithin:elerange - matsyscode:pollcate:distrwithin:seasrange - htmax:distrwithin:elerange:seasrange - pollcate:distrwithin:elerange:seasrange - matsyscode:distrwithin:elerange:seasrange - dispcode:distrwithin:elerange:seasrange - dispcode:htmax:elerange:seasrange - matsyscode:pollcate:seasrange - matsyscode:pollcate:dispcode:seasrange - pollcate:distrwithin:seasrange - dispcode:distrwithin:elerange - dispcode:htmax:elerange - matsyscode:pollcate:htmax - matsyscode:pollcate:dispcode:htmax - matsyscode:pollcate:distrwithin - matsyscode:pollcate:dispcode:distrwithin - distrwithin:elerange:seasrange - pollcate:htmax:elerange - matsyscode:htmax:seasrange - pollcate:htmax:seasrange - matsyscode:htmax:elerange - htmax:distrwithin:seasrange - pollcate:dispcode:distrwithin - matsyscode:pollcate:elerange - matsyscode:pollcate:dispcode:elerange - pollcate:elerange:seasrange - htmax:elerange:seasrange - matsyscode:dispcode:seasrange - dispcode:htmax:seasrange - htmax:distrwithin:elerange - pollcate:htmax:distrwithin - pollcate:distrwithin:elerange - matsyscode:htmax:distrwithin - matsyscode:distrwithin:elerange - pollcate:dispcode:elerange - pollcate:dispcode:htmax - dispcode:elerange:seasrange - matsyscode:dispcode:elerange:seasrange - dispcode:htmax:distrwithin - pollcate:elerange - matsyscode:pollcate - matsyscode:pollcate:dispcode - htmax:seasrange - pollcate:seasrange - pollcate:distrwithin - pollcate:htmax - elerange:seasrange - distrwithin:elerange - pollcate:dispcode - dispcode:distrwithin:seasrange - htmax:distrwithin > > summary(currentfit) Call: glm(formula = cmnness ~ matsyscode + pollcate + dispcode + htmax + distrwithin + elerange + seasrange + matsyscode:dispcode + matsyscode:htmax + dispcode:htmax + matsyscode:distrwithin + dispcode:distrwithin + matsyscode:elerange + dispcode:elerange + htmax:elerange + matsyscode:seasrange + dispcode:seasrange + distrwithin:seasrange + matsyscode:dispcode:htmax + matsyscode:dispcode:distrwithin + matsyscode:dispcode:elerange + pollcate:dispcode:seasrange + matsyscode:distrwithin:seasrange + matsyscode:elerange:seasrange + pollcate:dispcode:htmax:elerange, data = ssetdf) Deviance Residuals: Min 1Q Median 3Q Max -56.179 -10.347 -3.508 5.247 112.602 Coefficients: (5 not defined because of singularities) Estimate Std. Error t value Pr(>|t|) (Intercept) 2.830e+01 1.361e+01 2.079 0.038795 * matsyscodemono -1.149e+02 3.810e+01 -3.017 0.002868 ** matsyscodedio -9.166e+00 1.796e+01 -0.510 0.610279 pollcateWIND -8.546e+00 9.415e+00 -0.908 0.365087 dispcodeMECH -1.482e+02 4.578e+01 -3.236 0.001406 ** htmax 6.240e-01 4.975e-01 1.254 0.211147 distrwithinSWG -1.757e+01 9.590e+00 -1.832 0.068317 . distrwithinCWG -1.766e+01 2.235e+01 -0.790 0.430187 distrwithinNP -2.335e+01 1.182e+01 -1.976 0.049415 * elerange -6.132e-03 1.161e-02 -0.528 0.598046 seasrange -8.808e+00 4.035e+00 -2.183 0.030175 * matsyscodemono:dispcodeMECH -2.674e+01 9.143e+01 -0.292 0.770197 matsyscodedio:dispcodeMECH 1.046e+02 4.021e+01 2.601 0.009957 ** matsyscodemono:htmax -1.456e+00 7.234e-01 -2.012 0.045446 * matsyscodedio:htmax -7.694e-01 3.726e-01 -2.065 0.040137 * dispcodeMECH:htmax 5.308e+00 1.619e+00 3.278 0.001224 ** matsyscodemono:distrwithinSWG 1.073e+02 3.049e+01 3.518 0.000533 *** matsyscodedio:distrwithinSWG 2.411e+01 1.306e+01 1.847 0.066209 . matsyscodemono:distrwithinCWG 5.730e+02 1.304e+02 4.393 1.77e-05 *** matsyscodedio:distrwithinCWG 9.572e+00 2.620e+01 0.365 0.715215 matsyscodemono:distrwithinNP NA NA NA NA matsyscodedio:distrwithinNP 3.410e+01 2.351e+01 1.450 0.148487 dispcodeMECH:distrwithinSWG 3.882e+01 1.995e+01 1.945 0.053059 . dispcodeMECH:distrwithinCWG 2.084e+02 2.875e+01 7.249 7.90e-12 *** dispcodeMECH:distrwithinNP 9.076e+01 3.127e+01 2.903 0.004090 ** matsyscodemono:elerange 9.584e-02 2.872e-02 3.337 0.001001 ** matsyscodedio:elerange 6.258e-03 1.474e-02 0.424 0.671719 dispcodeMECH:elerange 1.603e-01 4.411e-02 3.635 0.000350 *** htmax:elerange -6.900e-03 2.326e-03 -2.967 0.003357 ** matsyscodemono:seasrange 5.293e+01 1.592e+01 3.326 0.001040 ** matsyscodedio:seasrange 1.081e+01 5.723e+00 1.890 0.060179 . dispcodeMECH:seasrange -1.513e+01 4.033e+00 -3.752 0.000227 *** distrwithinSWG:seasrange 6.126e+00 3.244e+00 1.888 0.060362 . distrwithinCWG:seasrange -6.497e+00 3.228e+01 -0.201 0.840682 distrwithinNP:seasrange 7.190e+00 3.610e+00 1.991 0.047722 * matsyscodemono:dispcodeMECH:htmax 1.466e+02 1.860e+01 7.882 1.73e-13 *** matsyscodedio:dispcodeMECH:htmax 2.664e+00 1.125e+00 2.368 0.018814 * matsyscodemono:dispcodeMECH:distrwithinSWG -8.124e+02 7.711e+01 -10.536 < 2e-16 *** matsyscodedio:dispcodeMECH:distrwithinSWG -5.568e+01 2.639e+01 -2.110 0.036077 * matsyscodemono:dispcodeMECH:distrwithinCWG -5.029e+01 1.076e+02 -0.467 0.640844 matsyscodedio:dispcodeMECH:distrwithinCWG -2.078e+02 4.171e+01 -4.981 1.32e-06 *** matsyscodemono:dispcodeMECH:distrwithinNP NA NA NA NA matsyscodedio:dispcodeMECH:distrwithinNP -1.518e+02 5.513e+01 -2.753 0.006427 ** matsyscodemono:dispcodeMECH:elerange -2.002e+00 2.120e-01 -9.443 < 2e-16 *** matsyscodedio:dispcodeMECH:elerange -1.119e-01 3.830e-02 -2.920 0.003878 ** pollcateWIND:dispcodeVERT:seasrange 9.876e-01 2.999e+00 0.329 0.742213 pollcateWIND:dispcodeMECH:seasrange 1.844e+01 8.184e+00 2.253 0.025302 * matsyscodemono:distrwithinSWG:seasrange -3.481e+01 1.194e+01 -2.915 0.003946 ** matsyscodedio:distrwithinSWG:seasrange -8.616e+00 4.475e+00 -1.925 0.055544 . matsyscodemono:distrwithinCWG:seasrange -3.394e+02 8.724e+01 -3.891 0.000134 *** matsyscodedio:distrwithinCWG:seasrange 9.087e+00 3.393e+01 0.268 0.789127 matsyscodemono:distrwithinNP:seasrange NA NA NA NA matsyscodedio:distrwithinNP:seasrange NA NA NA NA matsyscodeherm:elerange:seasrange 3.268e-03 3.277e-03 0.997 0.319726 matsyscodemono:elerange:seasrange -3.604e-02 1.153e-02 -3.126 0.002022 ** matsyscodedio:elerange:seasrange -1.463e-04 3.307e-03 -0.044 0.964746 pollcateBIOTIC:dispcodeVERT:htmax:elerange 6.811e-03 2.349e-03 2.899 0.004135 ** pollcateWIND:dispcodeVERT:htmax:elerange 6.941e-03 2.343e-03 2.963 0.003400 ** pollcateBIOTIC:dispcodeMECH:htmax:elerange 2.438e-03 1.283e-03 1.900 0.058772 . pollcateWIND:dispcodeMECH:htmax:elerange NA NA NA NA --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for gaussian family taken to be 495.7835) Null deviance: 266901 on 264 degrees of freedom Residual deviance: 104115 on 210 degrees of freedom (255 observations deleted due to missingness) AIC: 2447 Number of Fisher Scoring iterations: 2 >