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Os05g0533400

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

Description : Protein kinase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.36 (0.0373) R2 : 0.736
β1 : 1.38 (0.159) R2dD : 0.0539 R2D : 0.19
β2 : 1.23 (0.0887) R2dC : 0.12 R2C : 0.134
β3 : -3.48 (0.174) R2dE : 0.377 R2E : 0.564
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.212 (0.0882) R2dN8 : 0.00562 R2N8 : 0.0257
σ : 0.674
deviance : 209.15
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C
peak time of C : 21.4
E
wheather : temperature
threshold : 25.43
memory length : 4912
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
203.79 0.671 6.29 1.46 1.27 -4.22 0.0106 -2.57 0.204 21.4 23.78 4957 -- --
209.43 0.674 6.33 1.41 1.23 -3.39 0.0243 -- 0.245 21.4 25.62 4899 -- --
203.46 0.664 6.28 1.5 1.29 -4.3 -- -2.91 0.232 21.4 23.49 4976 -- --
209.15 0.674 6.36 1.38 1.23 -3.48 -- -- 0.212 21.4 25.43 4912 -- --
289.43 0.792 6.36 1.39 -- -3.85 -- -0.897 0.12 -- 26.54 3703 -- --
400.11 0.938 6.17 3.02 1.35 -- 0.144 -- 1.06 21.6 -- -- -- --
400.18 0.937 6.17 3.01 1.35 -- -- -- 1.06 21.6 -- -- -- --
263.76 0.756 6.31 1.97 -- -3.81 -- -- 0.288 -- 29.55 785 -- --
232.62 0.71 6.46 -- 1.31 -3.25 -- -- -0.249 21.4 59.37 47520 -- --
508.44 1.05 6.13 3.02 -- -- -- -- 1.05 -- -- -- -- --
639.22 1.18 6.24 -- 1.36 -- -- -- 0.72 21.8 -- -- -- --
322.18 0.836 6.4 -- -- -4.47 -- -- -0.142 -- 25.24 5148 -- --
749.43 1.28 6.21 -- -- -- -- -- 0.717 -- -- -- -- --

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
1 189.57 atmosphere 1010 43200 > th dose dependent rect. 7 1
60 191.05 temperature 20 43200 < th dose dependent rect. 5 1
70 191.11 radiation 1 43200 > th dose independent rect. 17 12
71 191.11 atmosphere 1010 43200 > th dose dependent sin 1 NA
84 191.20 atmosphere 1010 43200 > th dose dependent rect. 11 1
237 192.06 atmosphere 1010 43200 > th dose dependent no NA NA
239 192.06 atmosphere 1010 43200 > th dose dependent rect. 15 23
250 192.09 radiation 1 43200 < th dose independent rect. 17 12
252 192.09 atmosphere 1010 43200 > th dose dependent rect. 11 23
253 192.09 atmosphere 1010 43200 > th dose dependent rect. 13 23
255 192.10 atmosphere 1010 43200 > th dose dependent rect. 13 1
384 192.67 atmosphere 1010 43200 > th dose dependent rect. 15 6
402 192.73 atmosphere 1010 43200 > th dose independent rect. 5 1
408 192.76 atmosphere 1010 43200 > th dose independent rect. 4 11
419 192.84 radiation 1 14400 < th dose independent rect. 4 12
427 192.86 radiation 1 14400 < th dose independent rect. 19 21
428 192.86 atmosphere 1010 43200 > th dose dependent rect. 20 1
431 192.87 radiation 1 14400 < th dose independent rect. 22 18
442 192.90 radiation 1 14400 > th dose independent rect. 4 12
464 192.96 atmosphere 1010 43200 > th dose dependent rect. 16 2
502 193.02 radiation 1 43200 > th dose independent rect. 17 2
515 193.03 atmosphere 1010 43200 < th dose independent rect. 5 1
521 193.05 atmosphere 1010 43200 > th dose independent rect. 4 3
540 193.14 atmosphere 1010 43200 < th dose independent rect. 4 11
541 193.15 radiation 1 14400 > th dose independent sin 4 NA
550 193.19 radiation 1 14400 < th dose independent sin 5 NA
586 193.34 atmosphere 1010 43200 < th dose independent rect. 4 3
602 193.38 atmosphere 1010 43200 > th dose independent rect. 11 4
609 193.41 atmosphere 1010 43200 < th dose independent rect. 3 5
613 193.44 radiation 40 43200 < th dose dependent rect. 18 6
628 193.51 atmosphere 1010 43200 > th dose independent rect. 13 2
643 193.55 atmosphere 1010 43200 > th dose independent rect. 11 1
651 193.57 radiation 1 14400 < th dose independent rect. 4 9
660 193.60 radiation 1 14400 < th dose independent rect. 19 18
661 193.61 radiation 1 14400 < th dose independent rect. 22 15
678 193.66 atmosphere 1010 43200 < th dose independent rect. 11 2
679 193.66 atmosphere 1010 43200 < th dose independent rect. 11 4
692 193.69 atmosphere 1010 43200 < th dose independent rect. 9 6
693 193.69 radiation 1 14400 > th dose independent rect. 4 9
719 193.73 atmosphere 1010 43200 > th dose independent sin 1 NA
749 193.81 radiation 1 43200 < th dose independent rect. 17 3
751 193.81 radiation 1 43200 < th dose independent rect. 17 7
767 193.84 radiation 40 43200 < th dose dependent rect. 18 3
782 193.89 atmosphere 1010 43200 < th dose independent rect. 14 1
824 194.07 atmosphere 1010 43200 < th dose independent sin 2 NA