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Os02g0669100

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Dehydrin family protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 13.4 (0.028) R2 : 0.381
β1 : 1.38 (0.103) R2dD : 0.254 R2D : 0.102
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.741 (0.0598) R2dN8 : 0.28 R2N8 : 0.127
σ : 0.525
deviance : 126.4
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, response mode = > th, dose dependency = dose dependent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
103.35 0.478 13.4 1.35 0.729 -0.503 -0.0908 1.27 0.614 3.77 84 14 -- --
107.05 0.486 13.4 1.43 0.767 -0.512 0.745 -- 0.631 3.46 84 14 -- --
103.35 0.473 13.4 1.35 0.733 -0.508 -- 1.22 0.614 3.75 84 15 -- --
108.6 0.485 13.4 1.41 0.751 -0.469 -- -- 0.633 3.73 84.01 14 -- --
120.65 0.514 13.4 1.31 -- -0.0405 -- 1.31 0.723 -- 85.28 15 -- --
114.68 0.502 13.4 1.36 0.449 -- 0.412 -- 0.731 3.85 -- -- -- --
115.1 0.502 13.4 1.36 0.456 -- -- -- 0.729 4.14 -- -- -- --
121.5 0.513 13.4 1.36 -- 0.338 -- -- 0.757 -- 62.68 285 -- --
160.14 0.589 13.4 -- 0.743 -0.36 -- -- 0.524 3.61 78 18 -- --
126.4 0.525 13.4 1.38 -- -- -- -- 0.741 -- -- -- -- --
163.76 0.599 13.4 -- 0.482 -- -- -- 0.578 4.09 -- -- -- --
168.93 0.605 13.4 -- -- 0.645 -- -- 0.766 -- 60.48 9007 -- --
176.42 0.62 13.4 -- -- -- -- -- 0.588 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
 Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 94.52 atmosphere 1015.0 10 < th dose dependent rect. 12 16
3 95.22 humidity 90.0 30 < th dose independent rect. 16 20
8 97.00 atmosphere 1000.0 30 > th dose independent rect. 16 20
9 97.13 atmosphere 1010.0 10 < th dose dependent rect. 12 18
21 97.90 atmosphere 1000.0 270 > th dose independent rect. 13 23
36 98.42 atmosphere 995.0 270 > th dose dependent rect. 15 7
44 98.83 atmosphere 995.0 10 > th dose dependent rect. 16 20
45 98.85 atmosphere 995.0 270 > th dose dependent rect. 15 18
51 99.13 temperature 20.0 10 > th dose dependent rect. 16 20
57 99.39 wind 9.0 14400 > th dose independent rect. 13 1
58 99.44 humidity 80.0 14400 > th dose independent rect. 3 1
61 99.51 wind 9.0 10 < th dose independent rect. 12 16
66 99.56 temperature 10.0 10 > th dose dependent rect. 16 20
67 99.58 humidity 80.0 14400 < th dose dependent rect. 3 1
70 99.60 atmosphere 1000.0 270 > th dose independent rect. 15 7
82 99.75 humidity 80.0 14400 < th dose independent rect. 3 1
84 99.75 temperature 25.0 10 > th dose independent rect. 16 20
86 99.78 wind 9.0 14400 < th dose independent rect. 13 1
91 99.84 temperature 25.0 30 < th dose independent sin 10 NA
96 99.89 atmosphere 1000.0 30 > th dose independent rect. 6 17
107 100.03 wind 7.0 270 < th dose independent rect. 10 5
111 100.09 wind 9.0 14400 > th dose dependent rect. 12 3
124 100.25 atmosphere 995.0 10 > th dose dependent rect. 18 16
125 100.25 atmosphere 1015.0 10 < th dose dependent rect. 10 18
128 100.27 atmosphere 1000.0 30 > th dose independent rect. 4 8
140 100.33 precipitation 0.1 10 < th dose independent rect. 4 8
141 100.33 precipitation 0.1 10 < th dose dependent rect. 4 8
145 100.37 wind 9.0 14400 > th dose dependent rect. 10 5
147 100.39 humidity 90.0 30 < th dose independent rect. 5 7
154 100.45 temperature 25.0 10 > th dose independent rect. 18 18
155 100.46 wind 9.0 10 < th dose independent rect. 4 8
156 100.46 wind 9.0 14400 > th dose dependent rect. 6 9
159 100.47 wind 9.0 14400 > th dose independent rect. 13 3
166 100.51 temperature 10.0 10 > th dose independent rect. 4 8
169 100.51 atmosphere 1015.0 10 < th dose independent rect. 4 8
170 100.51 temperature 10.0 10 > th dose independent rect. 12 16
175 100.56 wind 7.0 270 < th dose independent rect. 12 1
176 100.56 atmosphere 1015.0 270 < th dose dependent rect. 10 17
178 100.57 wind 9.0 14400 > th dose dependent rect. 23 16
198 100.66 temperature 25.0 30 > th dose independent rect. 18 16
206 100.69 humidity 80.0 14400 < th dose dependent rect. 22 1
208 100.72 precipitation 0.1 30 < th dose independent rect. 12 16
209 100.72 precipitation 0.1 30 < th dose dependent rect. 12 16
225 100.80 humidity 80.0 14400 < th dose dependent rect. 22 6
253 100.94 wind 9.0 14400 > th dose independent rect. 5 10
261 100.97 wind 9.0 14400 > th dose independent rect. 23 17
264 100.98 wind 9.0 14400 > th dose independent rect. 7 8
269 100.99 wind 9.0 14400 > th dose independent rect. 9 6
271 101.00 temperature 10.0 270 > th dose dependent rect. 10 5
275 101.01 humidity 80.0 14400 < th dose dependent rect. 22 4
286 101.03 humidity 80.0 14400 < th dose independent rect. 23 1
287 101.03 wind 1.0 270 > th dose independent rect. 10 5
291 101.04 wind 9.0 14400 > th dose independent rect. 3 13
294 101.04 atmosphere 1000.0 270 > th dose independent rect. 4 17
327 101.17 radiation 1.0 30 > th dose independent rect. 18 18
335 101.20 radiation 1.0 30 > th dose independent rect. 5 7
337 101.20 atmosphere 1000.0 10 > th dose independent rect. 16 9
354 101.24 humidity 80.0 14400 < th dose independent rect. 21 12
369 101.29 precipitation 0.1 270 < th dose independent rect. 15 19
370 101.29 precipitation 0.1 270 < th dose dependent rect. 15 19
372 101.30 humidity 80.0 14400 > th dose independent rect. 22 10
384 101.33 atmosphere 1005.0 10 > th dose independent rect. 18 16
386 101.34 humidity 90.0 720 > th dose dependent rect. 20 1
390 101.35 humidity 90.0 720 > th dose dependent rect. 20 3
418 101.43 wind 9.0 14400 < th dose independent rect. 5 10
420 101.43 atmosphere 1010.0 10 < th dose dependent rect. 21 9
422 101.44 wind 9.0 14400 < th dose independent rect. 7 8
426 101.46 atmosphere 995.0 10 > th dose dependent rect. 16 9
440 101.49 radiation 1.0 270 < th dose dependent rect. 20 21
447 101.52 atmosphere 1015.0 270 < th dose dependent rect. 20 8
450 101.54 temperature 10.0 270 > th dose independent rect. 10 5
451 101.54 atmosphere 1015.0 270 < th dose independent rect. 10 5
453 101.54 temperature 10.0 270 > th dose independent rect. 15 19
455 101.55 temperature 25.0 30 > th dose independent sin 9 NA
456 101.55 wind 9.0 14400 < th dose independent rect. 10 5
462 101.56 humidity 50.0 270 > th dose independent rect. 10 5
464 101.56 humidity 80.0 14400 > th dose independent rect. 22 8
469 101.57 humidity 80.0 14400 < th dose independent rect. 22 7
486 101.59 atmosphere 1015.0 10 < th dose independent rect. 12 16
487 101.59 radiation 1.0 270 < th dose dependent sin 11 NA
489 101.60 precipitation 0.1 270 < th dose independent rect. 10 5
492 101.60 precipitation 0.1 270 < th dose dependent rect. 10 5
495 101.61 atmosphere 1000.0 10 > th dose independent rect. 4 21
512 101.66 atmosphere 1015.0 10 < th dose dependent rect. 10 20
514 101.67 wind 9.0 14400 < th dose independent rect. 23 16
524 101.69 atmosphere 995.0 1440 > th dose independent rect. 17 20
525 101.69 humidity 50.0 10 > th dose dependent sin 9 NA
548 101.74 wind 7.0 270 < th dose independent rect. 22 17
565 101.76 radiation 40.0 270 > th dose independent rect. 12 1
574 101.78 temperature 20.0 30 > th dose dependent rect. 18 16
600 101.82 humidity 50.0 10 > th dose independent rect. 12 16
640 101.93 wind 1.0 30 > th dose independent rect. 12 4
643 101.93 humidity 50.0 30 > th dose independent rect. 4 8
644 101.93 atmosphere 1000.0 30 > th dose independent rect. 4 19
649 101.96 temperature 10.0 10 > th dose dependent rect. 4 8
691 102.06 atmosphere 995.0 270 > th dose independent rect. 10 5
694 102.06 atmosphere 1015.0 30 < th dose dependent rect. 23 7
705 102.09 wind 7.0 30 < th dose independent rect. 12 6
711 102.11 humidity 80.0 14400 > th dose independent rect. 22 4
720 102.13 wind 1.0 270 > th dose independent rect. 12 1
726 102.13 radiation 40.0 270 > th dose dependent rect. 12 1
741 102.17 humidity 80.0 14400 < th dose independent rect. 1 7
743 102.17 wind 9.0 270 < th dose independent rect. 15 19
756 102.19 humidity 60.0 270 > th dose dependent rect. 20 8
760 102.20 atmosphere 1010.0 10 < th dose dependent sin 13 NA
764 102.21 wind 9.0 14400 > th dose independent sin 4 NA
766 102.21 radiation 1.0 90 < th dose independent rect. 23 18
769 102.21 radiation 1.0 270 > th dose dependent rect. 12 1
784 102.24 humidity 90.0 10 < th dose dependent rect. 16 20
785 102.25 wind 1.0 270 > th dose independent rect. 9 7
796 102.26 wind 9.0 270 < th dose dependent rect. 10 5
832 102.32 temperature 10.0 270 > th dose dependent rect. 12 1
836 102.33 humidity 90.0 30 < th dose independent rect. 24 12
840 102.34 precipitation 0.1 270 < th dose independent rect. 13 23
843 102.34 precipitation 0.1 270 < th dose dependent rect. 13 23
861 102.38 wind 9.0 30 < th dose independent rect. 12 4
863 102.38 wind 7.0 270 < th dose independent rect. 10 17
879 102.41 radiation 30.0 14400 < th dose independent rect. 17 9
889 102.43 wind 7.0 30 < th dose independent rect. 12 18
897 102.45 humidity 80.0 14400 > th dose independent rect. 1 7
918 102.48 atmosphere 1000.0 30 > th dose independent rect. 6 6
956 102.55 temperature 20.0 10 > th dose dependent sin 9 NA
959 102.56 precipitation 0.1 270 < th dose independent rect. 2 9
960 102.56 wind 3.0 4320 > th dose dependent rect. 15 1
961 102.56 radiation 1.0 90 > th dose dependent rect. 12 6
965 102.56 precipitation 0.1 270 < th dose dependent rect. 2 9
984 102.58 precipitation 0.1 10 < th dose independent rect. 16 20
990 102.58 precipitation 0.1 10 < th dose dependent rect. 16 20
992 102.59 temperature 10.0 270 > th dose independent rect. 12 1
994 102.59 atmosphere 995.0 270 > th dose independent rect. 12 1
995 102.59 atmosphere 1015.0 270 < th dose independent rect. 12 1
996 102.59 precipitation 0.1 270 < th dose independent rect. 12 1
999 102.59 temperature 10.0 270 > th dose independent rect. 13 23
1000 102.59 precipitation 0.1 270 < th dose dependent rect. 12 1