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Os05g0556100

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

Description : Similar to SDL5A.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.1 (0.0138) R2 : 0.00161
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.025 (0.0291) R2dN8 : 0.00208 R2N8 : 0.00161
σ : 0.261
deviance : 31.15
__
_____
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
21.3 0.217 12.1 -0.0307 0.305 0.665 -0.572 -0.908 -0.14 5.56 9.994 572 -- --
21.83 0.218 12.1 0.134 0.309 0.646 -0.416 -- -0.0965 5.42 13.42 559 -- --
22 0.218 12.1 0.025 0.309 0.678 -- -0.545 -0.123 5.47 12.01 560 -- --
22.22 0.22 12.1 0.12 0.316 0.668 -- -- -0.0984 5.41 11.65 546 -- --
23.29 0.225 12.1 -0.0981 -- 0.503 -- -0.715 -0.143 -- 14.35 2597 -- --
26.89 0.243 12.1 0.271 0.174 -- -0.456 -- -0.000657 4.3 -- -- -- --
27.43 0.245 12.1 0.275 0.171 -- -- -- 0.0018 3.73 -- -- -- --
23.7 0.227 12.1 0.121 -- 0.573 -- -- -0.0766 -- 14.23 1202 -- --
22.56 0.221 12.1 -- 0.326 0.714 -- -- -0.119 5.52 10.04 557 -- --
29.05 0.252 12.1 0.282 -- -- -- -- 0.00636 -- -- -- -- --
29.43 0.254 12.1 -- 0.176 -- -- -- -0.0289 3.72 -- -- -- --
23.95 0.228 12.1 -- -- 0.538 -- -- -0.113 -- 13.52 2620 -- --
31.15 0.261 12.1 -- -- -- -- -- -0.025 -- -- -- -- --

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 19.25 temperature 15.0 270 > th dose dependent rect. 12 20
15 19.78 temperature 15.0 10 > th dose dependent rect. 14 19
33 20.27 temperature 10.0 270 > th dose dependent rect. 12 10
40 20.35 temperature 20.0 30 > th dose independent rect. 14 19
46 20.43 temperature 15.0 10 > th dose dependent rect. 14 21
60 20.60 atmosphere 1015.0 270 < th dose dependent rect. 13 18
75 20.78 atmosphere 1015.0 270 < th dose dependent rect. 13 7
80 20.80 atmosphere 1015.0 30 < th dose dependent rect. 14 19
82 20.83 temperature 20.0 30 > th dose independent rect. 14 21
85 20.84 temperature 20.0 270 > th dose independent rect. 12 20
109 20.96 temperature 30.0 270 < th dose dependent rect. 7 20
115 20.99 temperature 30.0 270 < th dose dependent rect. 8 18
124 21.01 temperature 10.0 270 > th dose dependent rect. 1 21
131 21.03 temperature 10.0 270 > th dose dependent rect. 2 18
149 21.11 temperature 30.0 270 < th dose independent rect. 8 17
159 21.13 humidity 50.0 270 > th dose independent rect. 8 17
163 21.14 temperature 10.0 720 > th dose dependent rect. 3 21
166 21.15 atmosphere 1015.0 10 < th dose dependent rect. 14 8
188 21.21 temperature 10.0 270 > th dose dependent rect. 1 7
200 21.23 temperature 15.0 10 > th dose dependent rect. 17 16
220 21.26 temperature 20.0 30 > th dose independent rect. 12 23
230 21.30 radiation 20.0 4320 > th dose dependent rect. 16 16
235 21.31 atmosphere 1010.0 270 < th dose independent rect. 12 9
239 21.32 temperature 20.0 270 > th dose independent rect. 12 8
242 21.32 atmosphere 1015.0 10 < th dose dependent rect. 17 16
265 21.36 temperature 10.0 720 > th dose dependent rect. 19 23
293 21.40 temperature 10.0 720 > th dose dependent rect. 17 23
307 21.43 temperature 30.0 270 < th dose independent rect. 16 10
321 21.45 humidity 70.0 270 > th dose independent rect. 17 10
325 21.46 temperature 10.0 720 > th dose dependent no NA NA
333 21.47 temperature 10.0 1440 > th dose dependent rect. 7 2
347 21.48 temperature 10.0 10 > th dose dependent rect. 14 8
354 21.49 temperature 30.0 720 < th dose independent rect. 14 14
398 21.52 temperature 15.0 720 > th dose dependent rect. 6 23
407 21.54 humidity 60.0 14400 < th dose independent rect. 17 3
421 21.55 temperature 30.0 1440 < th dose dependent rect. 7 2
455 21.57 atmosphere 1005.0 270 < th dose independent rect. 15 3
469 21.58 wind 1.0 270 > th dose independent rect. 12 8
496 21.60 temperature 15.0 720 > th dose dependent rect. 21 23
551 21.67 humidity 60.0 14400 > th dose independent rect. 17 3
553 21.67 temperature 20.0 30 > th dose independent rect. 17 16
575 21.68 humidity 60.0 14400 > th dose independent rect. 17 11
584 21.68 humidity 60.0 14400 < th dose dependent rect. 17 16
592 21.69 humidity 60.0 14400 > th dose independent rect. 17 8
606 21.70 temperature 30.0 720 < th dose independent rect. 15 4
621 21.70 atmosphere 995.0 270 > th dose independent rect. 8 17
623 21.70 radiation 20.0 4320 > th dose dependent rect. 6 2
628 21.70 temperature 10.0 1440 > th dose dependent rect. 6 7
648 21.71 radiation 20.0 4320 < th dose independent rect. 16 16
657 21.71 humidity 50.0 270 > th dose dependent rect. 8 17
665 21.72 humidity 70.0 4320 < th dose dependent rect. 18 2
727 21.75 temperature 10.0 1440 > th dose dependent sin 3 NA
761 21.77 precipitation 0.1 270 < th dose independent rect. 1 7
765 21.77 temperature 10.0 270 > th dose independent rect. 20 16
766 21.77 atmosphere 995.0 270 > th dose independent rect. 20 16
771 21.77 precipitation 0.1 270 < th dose dependent rect. 1 7
804 21.78 wind 9.0 270 < th dose independent rect. 20 16
814 21.78 atmosphere 995.0 270 > th dose dependent rect. 18 8
843 21.79 temperature 30.0 270 < th dose dependent rect. 18 8
866 21.80 humidity 50.0 270 > th dose dependent rect. 1 7
888 21.81 precipitation 0.1 270 < th dose independent rect. 12 8
899 21.81 precipitation 0.1 270 < th dose dependent rect. 12 8
933 21.82 temperature 30.0 720 < th dose independent rect. 15 19
960 21.82 radiation 1.0 270 < th dose dependent rect. 6 21
993 21.84 radiation 30.0 270 < th dose independent rect. 1 7