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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.

Os01g0260100

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

Description : Similar to Kinesin heavy chain (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.01 (0.0601) R2 : 0.195
β1 : -0.744 (0.222) R2dD : 0.021 R2D : -0.0205
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.01 (0.225) R2dE : 0.145 R2E : 0.126
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.649 (0.128) R2dN8 : 0.0606 R2N8 : 0.0452
σ : 1.12
deviance : 582.52
__
_____
C
peak time of C : --
E
wheather : humidity
threshold : 85
memory length : 1456
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 = humidity, 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
569.93 1.12 4.01 -0.69 0.446 2.11 -1.43 0.267 -0.653 16.1 86.13 1311 -- --
569.98 1.11 4.01 -0.724 0.447 2.13 -1.44 -- -0.652 16.1 85.64 1309 -- --
574.84 1.12 4.01 -0.714 0.492 2.18 -- 0.464 -0.651 15 85.62 1286 -- --
575.1 1.12 4.01 -0.765 0.473 2.19 -- -- -0.648 14.9 84.79 1285 -- --
582.33 1.12 4.01 -0.672 -- 1.97 -- 0.491 -0.645 -- 85.58 1457 -- --
674.05 1.22 4.02 -0.46 0.193 -- -1.88 -- -0.676 16.7 -- -- -- --
683.28 1.22 4.02 -0.471 0.185 -- -- -- -0.686 17.3 -- -- -- --
582.52 1.12 4.01 -0.744 -- 2.01 -- -- -0.649 -- 85 1456 -- --
588.87 1.13 4 -- 0.474 2.11 -- -- -0.616 15 88.23 1291 -- --
685.07 1.22 4.02 -0.477 -- -- -- -- -0.69 -- -- -- -- --
689.12 1.23 4.01 -- 0.193 -- -- -- -0.633 17.2 -- -- -- --
595.52 1.14 4 -- -- 1.91 -- -- -0.612 -- 88.3 1493 -- --
691.07 1.23 4.01 -- -- -- -- -- -0.637 -- -- -- -- --

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
1 556.37 humidity 80 1440 < th dose dependent rect. 15 18
10 559.76 humidity 80 1440 < th dose dependent rect. 16 3
15 560.25 humidity 80 1440 < th dose dependent rect. 15 5
41 562.31 temperature 25 1440 > th dose dependent rect. 16 1
47 562.68 humidity 80 1440 < th dose dependent sin 13 NA
52 563.26 humidity 50 1440 > th dose dependent rect. 15 8
54 563.33 humidity 50 1440 > th dose dependent rect. 16 3
60 564.04 humidity 50 1440 > th dose dependent rect. 15 5
111 565.71 radiation 30 1440 > th dose independent rect. 7 1
140 566.28 radiation 30 1440 < th dose independent rect. 7 1
151 566.82 humidity 60 1440 < th dose dependent rect. 16 1
154 566.87 temperature 25 1440 > th dose dependent rect. 15 8
159 567.02 radiation 30 1440 < th dose independent rect. 22 10
192 567.39 temperature 30 1440 > th dose dependent rect. 17 17
208 567.73 humidity 60 1440 < th dose independent rect. 16 4
229 567.95 temperature 25 1440 > th dose dependent rect. 15 18
242 568.05 humidity 60 1440 > th dose independent rect. 16 9
243 568.06 humidity 60 1440 > th dose independent rect. 16 12
248 568.12 humidity 60 1440 > th dose independent rect. 16 16
251 568.15 humidity 60 1440 > th dose independent rect. 16 4
254 568.16 temperature 25 720 > th dose dependent rect. 18 15
298 568.67 radiation 20 1440 > th dose dependent rect. 16 16
321 569.17 temperature 30 1440 > th dose dependent sin 11 NA
417 569.99 humidity 70 1440 < th dose independent rect. 18 13
422 570.01 humidity 50 1440 > th dose independent rect. 16 1
442 570.39 humidity 70 1440 < th dose independent rect. 18 2
475 570.80 radiation 30 1440 < th dose independent rect. 2 6
484 570.86 humidity 50 1440 > th dose dependent sin 17 NA
498 571.00 radiation 30 1440 < th dose independent rect. 19 13
560 571.50 humidity 90 1440 < th dose dependent rect. 2 21
565 571.55 humidity 90 1440 < th dose dependent rect. 4 19
586 571.66 humidity 60 1440 < th dose independent sin 13 NA
598 571.69 humidity 90 1440 < th dose dependent rect. 6 17
609 571.76 humidity 50 1440 > th dose dependent rect. 4 19
612 571.80 humidity 50 1440 > th dose dependent rect. 6 17
636 571.98 radiation 30 1440 < th dose independent rect. 17 15
638 571.98 radiation 10 1440 < th dose dependent rect. 18 2
639 572.00 temperature 25 1440 > th dose dependent sin 16 NA
715 572.65 humidity 70 1440 < th dose independent rect. 18 16
751 572.88 humidity 50 1440 > th dose independent sin 12 NA
766 573.04 humidity 50 4320 < th dose independent rect. 12 5
770 573.09 humidity 50 1440 > th dose independent rect. 13 4
777 573.17 temperature 10 1440 > th dose dependent rect. 16 1
806 573.46 temperature 25 1440 > th dose dependent rect. 6 17
865 573.75 humidity 70 14400 < th dose dependent rect. 18 1
874 573.81 humidity 90 1440 < th dose dependent rect. 6 23
911 574.02 humidity 90 1440 < th dose dependent no NA NA
924 574.10 humidity 50 1440 > th dose dependent rect. 14 20
925 574.11 temperature 30 1440 > th dose independent rect. 18 1
991 574.31 radiation 10 1440 < th dose dependent rect. 18 7