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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os02g0640700

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

Description : UBX domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.98 (0.0595) R2 : 0.647
β1 : -- (--) R2dD : -- R2D : --
β2 : 3.2 (0.146) R2dC : 0.384 R2C : 0.48
β3 : 2.54 (0.18) R2dE : 0.17 R2E : 0.249
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.513 (0.127) R2dN8 : 0.0162 R2N8 : -0.00892
σ : 1.11
deviance : 571.39
__
_____
C
peak time of C : 1.69
E
wheather : temperature
threshold : 23.03
memory length : 2634
response mode : > th
dose dependency : dose dependent
G
type of G : no
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
548.7 1.1 5.06 -0.99 3.19 2.81 1.82 -1.3 -0.753 1.73 22.48 2648 -- --
549.53 1.09 5.03 -0.679 3.21 2.78 1.83 -- -0.713 1.68 21.86 2675 -- --
561.13 1.1 5.04 -0.967 3.17 2.8 -- -1.14 -0.671 1.66 23.23 2649 -- --
561.39 1.1 5.03 -0.676 3.2 2.75 -- -- -0.688 1.64 22.08 2656 -- --
1135.41 1.57 5.09 -1.61 -- 3.9 -- -3.07 -0.768 -- 23.9 2536 -- --
803.89 1.33 4.89 0.421 3.6 -- 2.11 -- -0.0957 1.69 -- -- -- --
821.35 1.34 4.9 0.354 3.6 -- -- -- -0.107 1.62 -- -- -- --
1091.43 1.54 4.99 -0.706 -- 4.01 -- -- -0.624 -- 23.9 1088 -- --
571.39 1.11 4.98 -- 3.2 2.54 -- -- -0.513 1.69 23.03 2634 -- --
1611.69 1.88 4.85 0.499 -- -- -- -- -0.0274 -- -- -- -- --
824.66 1.34 4.91 -- 3.6 -- -- -- -0.146 1.62 -- -- -- --
1103.63 1.55 4.96 -- -- 3.84 -- -- -0.519 -- 23.97 1091 -- --
1618.27 1.88 4.87 -- -- -- -- -- -0.0828 -- -- -- -- --

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
1 537.94 radiation 10 1440 < th dose dependent rect. 18 7
2 538.38 temperature 20 1440 > th dose dependent rect. 7 1
3 539.14 radiation 10 1440 < th dose dependent rect. 18 10
7 539.85 temperature 20 1440 > th dose dependent rect. 6 3
11 540.55 radiation 20 1440 < th dose dependent rect. 18 1
19 544.39 radiation 10 1440 < th dose dependent rect. 18 5
33 549.19 temperature 20 4320 > th dose dependent rect. 18 1
58 553.79 temperature 30 1440 < th dose dependent rect. 7 1
77 555.32 temperature 30 1440 < th dose dependent rect. 6 3
80 555.47 temperature 30 4320 < th dose dependent rect. 18 1
152 560.22 humidity 90 43200 < th dose independent rect. 10 1
201 561.80 radiation 40 4320 < th dose dependent rect. 17 4
212 562.27 temperature 25 1440 > th dose independent rect. 6 3
222 562.60 temperature 20 4320 > th dose dependent rect. 5 18
226 562.66 temperature 25 1440 < th dose independent rect. 6 3
242 562.97 temperature 20 4320 > th dose dependent rect. 16 19
281 563.54 temperature 20 4320 > th dose dependent sin 17 NA
354 564.28 wind 5 43200 > th dose dependent rect. 5 9
369 564.43 humidity 90 43200 > th dose independent rect. 10 1
425 564.95 wind 5 43200 > th dose dependent rect. 4 11
436 565.05 temperature 20 4320 > th dose dependent no NA NA
437 565.09 radiation 1 4320 < th dose independent rect. 18 7
452 565.25 temperature 20 4320 > th dose dependent rect. 10 23
463 565.34 humidity 90 43200 < th dose independent rect. 17 1
473 565.42 temperature 20 4320 > th dose dependent rect. 21 23
481 565.48 temperature 20 1440 > th dose dependent sin 5 NA
523 565.81 radiation 1 4320 < th dose independent rect. 18 3
544 566.02 radiation 1 4320 < th dose independent rect. 18 1
557 566.13 temperature 15 14400 > th dose dependent rect. 21 1
678 567.15 temperature 30 14400 < th dose dependent rect. 21 1
713 567.50 temperature 25 4320 < th dose independent rect. 6 5
761 567.84 radiation 20 4320 > th dose dependent rect. 15 17
852 568.46 wind 3 43200 > th dose dependent rect. 9 3
905 568.71 wind 7 43200 < th dose independent rect. 5 9
927 568.85 radiation 1 4320 > th dose independent rect. 18 1