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Os01g0579900

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.38 (0.0248) R2 : 0.0695
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.305 (0.0523) R2dN8 : 0.0897 R2N8 : 0.0695
σ : 0.468
deviance : 100.37
__
_____
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 = temperature, 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
73.7 0.403 9.48 -0.986 0.334 -0.649 -0.0901 2.28 0.0353 19.3 23.57 1256 -- --
76.48 0.407 9.43 -0.748 0.336 -1.24 -0.33 -- 0.143 19 18.74 2481 -- --
73.69 0.4 9.48 -0.969 0.327 -0.649 -- 2.22 0.0434 19.3 23.4 1184 -- --
76.13 0.406 9.43 -0.791 0.354 -1.35 -- -- 0.119 19.4 18.92 2746 -- --
77.8 0.411 9.48 -1.14 -- -0.729 -- 2.83 -0.0276 -- 29.3 612 -- --
90.73 0.447 9.4 -0.373 0.329 -- -0.012 -- 0.268 19.9 -- -- -- --
90.73 0.446 9.4 -0.373 0.329 -- -- -- 0.268 19.9 -- -- -- --
82.46 0.423 9.43 -0.846 -- -1.26 -- -- 0.0987 -- 19.2 3474 -- --
88.06 0.437 9.4 -- 0.33 -0.869 -- -- 0.264 19.5 18 2303 -- --
96.62 0.459 9.39 -0.377 -- -- -- -- 0.263 -- -- -- -- --
94.4 0.454 9.39 -- 0.332 -- -- -- 0.309 19.8 -- -- -- --
92.37 0.448 9.4 -- -- -0.739 -- -- 0.213 -- 22.8 759 -- --
100.37 0.468 9.38 -- -- -- -- -- 0.305 -- -- -- -- --

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 71.35 wind 7.0 43200 > th dose independent rect. 21 17
3 71.46 wind 7.0 43200 < th dose independent rect. 21 17
6 71.59 wind 7.0 43200 > th dose independent rect. 19 18
11 71.64 wind 7.0 43200 > th dose independent rect. 2 12
14 71.66 wind 7.0 43200 < th dose independent rect. 19 18
15 71.67 wind 7.0 43200 > th dose independent sin 6 NA
17 71.67 wind 7.0 43200 > th dose dependent rect. 21 17
28 71.75 wind 7.0 43200 > th dose dependent rect. 10 3
30 71.76 wind 7.0 43200 < th dose independent sin 6 NA
31 71.76 wind 7.0 43200 < th dose independent rect. 2 12
54 71.93 wind 7.0 43200 > th dose dependent rect. 19 19
63 71.97 wind 9.0 43200 < th dose independent rect. 9 4
71 72.01 wind 9.0 43200 > th dose independent rect. 9 4
84 72.07 wind 7.0 43200 > th dose dependent rect. 3 11
86 72.08 wind 9.0 43200 > th dose independent rect. 10 2
87 72.08 wind 9.0 43200 < th dose independent rect. 10 2
99 72.13 humidity 90.0 14400 > th dose dependent rect. 18 10
100 72.14 temperature 20.0 14400 < th dose independent rect. 19 6
103 72.15 humidity 90.0 14400 > th dose dependent rect. 13 16
105 72.16 humidity 90.0 14400 > th dose dependent rect. 16 13
107 72.17 wind 9.0 43200 > th dose dependent rect. 18 1
120 72.20 wind 9.0 43200 < th dose independent rect. 15 22
121 72.20 wind 7.0 43200 > th dose dependent sin 5 NA
136 72.24 wind 5.0 43200 > th dose dependent sin 10 NA
137 72.24 wind 3.0 43200 > th dose dependent rect. 21 10
195 72.35 wind 7.0 43200 > th dose independent rect. 19 11
199 72.35 humidity 80.0 43200 > th dose dependent rect. 12 1
202 72.35 wind 3.0 43200 > th dose dependent rect. 19 12
203 72.36 wind 7.0 43200 < th dose independent rect. 19 11
207 72.37 temperature 20.0 14400 > th dose independent rect. 18 8
210 72.37 wind 7.0 43200 < th dose independent rect. 19 13
217 72.38 wind 7.0 43200 > th dose independent rect. 19 13
221 72.38 wind 9.0 43200 > th dose independent rect. 14 23
258 72.42 humidity 90.0 43200 > th dose dependent rect. 10 1
288 72.45 humidity 90.0 14400 > th dose dependent sin 13 NA
379 72.56 wind 9.0 43200 > th dose independent rect. 19 23
380 72.56 humidity 90.0 14400 > th dose dependent rect. 19 15
382 72.57 humidity 90.0 43200 > th dose independent rect. 10 1
431 72.61 humidity 90.0 14400 > th dose dependent rect. 20 18
514 72.70 precipitation 0.1 43200 > th dose independent rect. 6 4
515 72.70 precipitation 0.1 43200 < th dose independent rect. 6 4
521 72.70 precipitation 0.1 43200 > th dose dependent rect. 6 4
522 72.70 precipitation 0.1 43200 < th dose dependent rect. 6 4
528 72.70 atmosphere 995.0 43200 < th dose dependent rect. 8 19
533 72.70 atmosphere 995.0 43200 < th dose dependent rect. 2 23
565 72.73 wind 9.0 43200 < th dose independent no NA NA
571 72.73 wind 9.0 43200 < th dose independent rect. 2 23
572 72.73 radiation 1.0 14400 < th dose dependent rect. 7 1
573 72.73 wind 5.0 43200 > th dose dependent rect. 21 3
607 72.75 radiation 1.0 14400 < th dose independent rect. 7 1
617 72.75 humidity 90.0 43200 > th dose dependent rect. 9 4
627 72.76 wind 9.0 43200 < th dose independent rect. 12 23
648 72.78 radiation 1.0 14400 > th dose independent rect. 7 1
663 72.79 radiation 1.0 43200 < th dose independent rect. 11 1
669 72.79 atmosphere 995.0 43200 < th dose dependent no NA NA
670 72.79 radiation 1.0 43200 < th dose dependent rect. 11 1
680 72.79 atmosphere 995.0 43200 < th dose dependent rect. 21 22
689 72.80 wind 9.0 43200 < th dose independent rect. 6 23
691 72.80 humidity 90.0 14400 > th dose dependent rect. 24 14
702 72.81 temperature 20.0 43200 > th dose independent rect. 18 3
747 72.83 atmosphere 995.0 43200 < th dose dependent rect. 15 23
748 72.84 radiation 1.0 43200 > th dose independent rect. 11 1
750 72.84 humidity 90.0 43200 < th dose independent rect. 10 3
800 72.87 humidity 90.0 43200 > th dose independent rect. 10 3
828 72.88 wind 9.0 43200 < th dose dependent rect. 21 9
860 72.90 temperature 20.0 14400 > th dose independent rect. 21 2
893 72.92 wind 9.0 43200 > th dose independent no NA NA
922 72.93 wind 9.0 43200 > th dose independent rect. 2 23
945 72.94 radiation 1.0 43200 < th dose dependent rect. 7 8
953 72.95 radiation 30.0 43200 < th dose independent rect. 5 2
975 72.96 radiation 10.0 43200 < th dose independent rect. 17 13
981 72.96 wind 9.0 43200 > th dose independent rect. 22 23
982 72.96 temperature 25.0 43200 < th dose dependent rect. 10 1
997 72.97 wind 9.0 43200 > th dose independent rect. 12 23