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Os04g0518200

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

Description : Phenylalanine ammonia-lyase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.16 (0.0225) R2 : 0.563
β1 : -1.4 (0.0822) R2dD : 0.29 R2D : 0.222
β2 : 0.946 (0.0571) R2dC : 0.264 R2C : 0.235
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.408 (0.0479) R2dN8 : 0.0932 R2N8 : 0.0115
σ : 0.422
deviance : 81.3
__
_____
C
peak time of C : 8
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 = radiation, 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
74.25 0.405 8.18 -1.41 0.843 -0.666 -0.0254 -0.021 -0.441 4.79 12.59 15 -- --
74.26 0.401 8.18 -1.41 0.843 -0.666 -0.0315 -- -0.44 4.79 12.59 14 -- --
74.26 0.401 8.18 -1.41 0.843 -0.666 -- -0.0248 -0.441 4.79 12.59 14 -- --
74.26 0.401 8.18 -1.41 0.843 -0.667 -- -- -0.441 4.79 12.59 14 -- --
106.51 0.483 8.18 -1.38 -- -0.484 -- -0.0303 -0.404 -- 8.109 9 -- --
81.3 0.423 8.16 -1.4 0.946 -- 0.0277 -- -0.408 8 -- -- -- --
81.3 0.422 8.16 -1.4 0.946 -- -- -- -0.408 8 -- -- -- --
106.52 0.483 8.18 -1.38 -- -0.483 -- -- -0.404 -- 8.006 6 -- --
125.58 0.522 8.15 -- 0.83 -0.669 -- -- -0.301 4.71 10 12 -- --
130.15 0.533 8.18 -1.39 -- -- -- -- -0.396 -- -- -- -- --
133.23 0.54 8.12 -- 0.937 -- -- -- -0.252 8.11 -- -- -- --
156.38 0.582 8.15 -- -- -0.507 -- -- -0.249 -- 9.17 3 -- --
181.44 0.629 8.14 -- -- -- -- -- -0.242 -- -- -- -- --

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 65.63 radiation 10.0 10 < th dose dependent sin 4 NA
7 66.65 radiation 10.0 30 < th dose dependent rect. 1 14
20 67.16 radiation 10.0 10 < th dose dependent rect. 1 11
44 67.78 humidity 50.0 270 > th dose independent rect. 3 21
54 67.92 atmosphere 1000.0 270 > th dose independent rect. 24 3
56 67.98 radiation 1.0 90 < th dose independent rect. 1 15
57 68.06 radiation 1.0 90 < th dose independent rect. 1 11
64 68.12 radiation 1.0 90 < th dose independent rect. 1 7
71 68.16 atmosphere 1000.0 90 > th dose independent rect. 24 6
94 68.40 humidity 50.0 270 > th dose independent rect. 14 10
134 68.70 radiation 1.0 90 < th dose independent sin 5 NA
138 68.74 radiation 1.0 90 > th dose independent sin 5 NA
192 69.23 humidity 80.0 10 > th dose dependent rect. 24 16
218 69.52 atmosphere 1000.0 90 > th dose independent rect. 13 16
235 69.69 atmosphere 995.0 270 > th dose dependent rect. 24 3
252 69.85 temperature 20.0 270 > th dose independent rect. 24 3
266 69.97 temperature 20.0 90 > th dose independent rect. 24 5
295 70.16 humidity 80.0 10 > th dose dependent rect. 24 9
312 70.24 atmosphere 995.0 90 > th dose dependent rect. 24 6
332 70.33 atmosphere 1000.0 30 > th dose independent rect. 15 15
353 70.43 temperature 20.0 10 > th dose independent rect. 1 4
358 70.44 humidity 80.0 270 > th dose independent rect. 24 3
394 70.58 humidity 50.0 270 > th dose dependent rect. 24 3
396 70.60 radiation 1.0 90 > th dose independent rect. 4 9
423 70.68 precipitation 0.1 270 < th dose independent rect. 3 21
427 70.68 precipitation 0.1 270 < th dose dependent rect. 3 21
431 70.69 temperature 10.0 270 > th dose dependent rect. 24 3
434 70.71 humidity 70.0 10 > th dose independent rect. 18 7
436 70.72 precipitation 0.1 270 < th dose independent rect. 24 3
438 70.72 precipitation 0.1 270 < th dose dependent rect. 24 3
441 70.74 atmosphere 1010.0 270 < th dose independent rect. 24 3
444 70.75 temperature 10.0 270 > th dose independent rect. 24 3
446 70.75 temperature 30.0 270 < th dose independent rect. 24 3
447 70.75 humidity 50.0 270 > th dose independent rect. 24 3
452 70.75 radiation 1.0 270 < th dose independent rect. 24 3
460 70.75 temperature 10.0 270 > th dose independent rect. 3 21
461 70.75 radiation 1.0 270 < th dose dependent rect. 24 3
466 70.76 wind 9.0 270 < th dose independent rect. 24 3
473 70.79 humidity 70.0 90 > th dose independent rect. 17 8
532 71.00 wind 9.0 270 < th dose independent rect. 3 21
555 71.08 radiation 30.0 1440 < th dose independent rect. 2 5
627 71.20 humidity 50.0 90 > th dose dependent rect. 17 8
656 71.21 temperature 10.0 90 > th dose independent rect. 5 20
711 71.34 humidity 60.0 10 > th dose dependent rect. 1 5
712 71.35 atmosphere 1000.0 90 > th dose independent rect. 24 18
720 71.38 wind 9.0 90 < th dose independent rect. 5 20
723 71.39 temperature 10.0 270 > th dose dependent rect. 1 1
777 71.50 wind 1.0 90 > th dose independent rect. 1 5
806 71.56 radiation 10.0 90 < th dose dependent rect. 17 8
812 71.58 radiation 1.0 90 < th dose independent rect. 16 9
826 71.61 wind 1.0 270 > th dose independent rect. 24 3
830 71.62 humidity 80.0 10 > th dose dependent sin 5 NA
836 71.63 precipitation 0.1 90 < th dose independent rect. 5 20
846 71.63 precipitation 0.1 90 < th dose dependent rect. 5 20
849 71.64 atmosphere 1010.0 90 < th dose independent rect. 24 6
853 71.65 wind 9.0 90 < th dose independent rect. 24 6
854 71.65 temperature 10.0 90 > th dose independent rect. 24 6
856 71.65 temperature 30.0 90 < th dose independent rect. 24 6
857 71.65 humidity 50.0 90 > th dose independent rect. 24 6
866 71.65 temperature 10.0 90 > th dose independent rect. 6 18
900 71.70 humidity 70.0 10 > th dose independent rect. 16 9
901 71.70 atmosphere 995.0 270 > th dose independent rect. 24 15
935 71.72 wind 9.0 10 < th dose independent rect. 1 5
936 71.72 temperature 10.0 10 > th dose independent rect. 1 5
938 71.72 temperature 30.0 10 < th dose independent rect. 1 5
939 71.72 humidity 50.0 10 > th dose independent rect. 1 5
943 71.72 atmosphere 1010.0 10 < th dose independent rect. 1 5
949 71.72 temperature 10.0 10 > th dose independent rect. 6 19
976 71.74 precipitation 0.1 10 < th dose independent rect. 6 19
979 71.74 precipitation 0.1 10 < th dose dependent rect. 6 19