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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.

Os01g0740600

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

Description : Transferrin receptor-like dimerisation region domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.9 (0.0267) R2 : 0.777
β1 : 2.93 (0.0977) R2dD : 0.455 R2D : 0.278
β2 : 1.57 (0.0658) R2dC : 0.28 R2C : 0.201
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.07 (0.057) R2dN8 : 0.23 R2N8 : 0.0589
σ : 0.502
deviance : 114.73
__
_____
C
peak time of C : 14.7
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 independent, 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
92.37 0.452 11.1 1.85 1.69 0.822 -0.964 -2.98 0.57 14.8 25.1 1334 -- --
102.13 0.471 11 2.67 1.59 0.634 -0.832 -- 0.791 14.8 24.5 1547 -- --
94.77 0.453 11.1 1.8 1.62 0.803 -- -3.07 0.556 14.7 25.55 1451 -- --
103.17 0.473 11 2.74 1.67 0.567 -- -- 0.856 14.7 24.4 1265 -- --
183.71 0.635 11 2.47 -- 0.877 -- -0.828 0.609 -- 25.55 1451 -- --
113.03 0.498 10.9 2.94 1.58 -- -0.706 -- 1.07 14.8 -- -- -- --
114.73 0.502 10.9 2.93 1.57 -- -- -- 1.07 14.7 -- -- -- --
170.85 0.611 11 2.66 -- 0.919 -- -- 0.766 -- 25.7 1731 -- --
117.05 0.504 11.1 -- 1.6 2.34 -- -- 0.166 14.7 18.68 47520 -- --
258.8 0.752 10.9 2.86 -- -- -- -- 1.03 -- -- -- -- --
340.31 0.863 11 -- 1.52 -- -- -- 0.741 14.7 -- -- -- --
266.95 0.761 11.1 -- -- 2.27 -- -- 0.158 -- 18.58 47520 -- --
474.33 1.02 11 -- -- -- -- -- 0.71 -- -- -- -- --

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 87.83 precipitation 0.1 270 > th dose dependent rect. 2 2
2 87.86 precipitation 0.1 270 > th dose independent rect. 2 2
3 89.28 radiation 1.0 14400 < th dose independent rect. 8 5
4 89.32 radiation 1.0 14400 > th dose independent rect. 8 5
12 90.81 radiation 1.0 14400 > th dose independent rect. 8 2
13 90.86 radiation 40.0 14400 < th dose dependent rect. 24 5
15 90.87 radiation 1.0 14400 < th dose dependent rect. 8 6
16 90.88 radiation 1.0 14400 < th dose dependent rect. 9 4
21 91.06 radiation 40.0 14400 < th dose dependent rect. 20 9
27 91.23 radiation 1.0 43200 < th dose independent rect. 20 9
33 91.32 radiation 10.0 43200 < th dose independent rect. 22 7
40 91.40 radiation 10.0 43200 < th dose independent rect. 24 5
49 91.47 radiation 1.0 43200 > th dose independent rect. 4 1
59 91.47 radiation 1.0 43200 > th dose dependent rect. 4 1
69 91.51 radiation 1.0 1440 < th dose independent rect. 11 1
70 91.51 radiation 1.0 1440 < th dose dependent rect. 11 1
71 91.56 radiation 1.0 14400 < th dose dependent rect. 9 1
74 91.58 radiation 10.0 43200 < th dose independent rect. 3 2
91 91.83 precipitation 0.1 270 > th dose dependent rect. 24 4
98 91.89 precipitation 0.1 270 > th dose independent rect. 24 4
100 91.92 temperature 25.0 1440 > th dose independent rect. 9 18
103 91.96 temperature 25.0 1440 > th dose independent rect. 9 20
113 92.12 temperature 25.0 1440 < th dose independent rect. 9 18
123 92.18 temperature 25.0 1440 < th dose independent rect. 9 20
163 92.28 radiation 10.0 43200 < th dose dependent rect. 5 1
168 92.29 radiation 30.0 14400 < th dose independent rect. 24 7
169 92.29 radiation 30.0 43200 < th dose dependent rect. 5 1
195 92.39 temperature 25.0 1440 > th dose independent rect. 20 20
199 92.41 humidity 90.0 43200 > th dose dependent rect. 23 1
200 92.42 temperature 25.0 1440 > th dose independent rect. 21 18
254 92.61 temperature 25.0 1440 < th dose independent rect. 21 22
255 92.61 temperature 25.0 1440 > th dose independent rect. 17 23
289 92.69 temperature 25.0 1440 < th dose independent rect. 21 18
290 92.69 temperature 25.0 1440 > th dose independent rect. 4 23
297 92.70 radiation 40.0 43200 > th dose dependent rect. 7 2
330 92.75 temperature 25.0 1440 > th dose independent no NA NA
336 92.75 humidity 90.0 43200 > th dose dependent rect. 20 8
345 92.78 temperature 25.0 1440 < th dose independent rect. 17 23
357 92.81 temperature 25.0 1440 > th dose independent rect. 13 23
358 92.81 temperature 25.0 1440 < th dose independent rect. 4 23
374 92.86 radiation 10.0 43200 < th dose independent rect. 18 8
382 92.88 temperature 25.0 1440 < th dose independent no NA NA
386 92.88 temperature 25.0 1440 < th dose independent rect. 13 14
392 92.89 radiation 1.0 43200 > th dose dependent rect. 18 13
399 92.91 wind 7.0 43200 < th dose independent rect. 16 2
425 92.93 radiation 20.0 43200 < th dose independent rect. 6 1
427 92.93 radiation 10.0 43200 < th dose independent rect. 18 5
433 92.93 radiation 40.0 43200 < th dose independent rect. 16 17
435 92.94 radiation 40.0 43200 < th dose independent rect. 24 9
438 92.94 temperature 25.0 1440 < th dose independent rect. 13 23
449 92.96 radiation 40.0 43200 < th dose independent rect. 7 2
461 92.97 wind 7.0 43200 > th dose independent rect. 14 1
471 92.98 radiation 10.0 43200 < th dose independent rect. 18 3
480 92.99 radiation 20.0 43200 < th dose independent rect. 18 13
485 93.00 temperature 25.0 1440 > th dose independent sin 16 NA
486 93.00 wind 7.0 43200 < th dose independent rect. 14 1
491 93.00 radiation 1.0 1440 < th dose dependent rect. 8 8
502 93.02 wind 7.0 43200 > th dose dependent rect. 14 1
510 93.03 radiation 10.0 43200 < th dose independent rect. 18 1
525 93.04 temperature 25.0 1440 < th dose independent sin 16 NA
580 93.07 precipitation 0.1 14400 < th dose independent rect. 1 5
586 93.07 precipitation 0.1 14400 < th dose dependent rect. 1 5
593 93.09 wind 7.0 43200 > th dose independent rect. 16 1
605 93.12 wind 7.0 43200 > th dose independent rect. 13 5
629 93.15 radiation 1.0 1440 < th dose dependent rect. 14 2
648 93.18 humidity 90.0 43200 < th dose independent rect. 23 1
653 93.19 precipitation 0.1 14400 > th dose independent rect. 1 5
690 93.25 wind 7.0 43200 < th dose independent rect. 13 5
720 93.32 radiation 1.0 1440 < th dose independent rect. 14 1
735 93.37 radiation 40.0 43200 < th dose independent rect. 15 11
743 93.38 radiation 40.0 43200 < th dose independent rect. 15 15
750 93.40 radiation 40.0 43200 < th dose independent rect. 15 8
760 93.42 radiation 40.0 43200 < th dose independent rect. 15 2
764 93.42 radiation 40.0 43200 < th dose independent rect. 15 6
774 93.44 radiation 1.0 1440 < th dose independent rect. 8 7
786 93.45 precipitation 0.1 14400 > th dose dependent rect. 1 5
843 93.54 temperature 25.0 90 > th dose independent rect. 23 19
853 93.55 humidity 90.0 43200 > th dose dependent rect. 1 1
866 93.57 radiation 1.0 1440 > th dose independent rect. 14 1
907 93.63 temperature 15.0 43200 > th dose independent rect. 10 1
915 93.64 humidity 90.0 43200 > th dose independent rect. 23 1
919 93.64 radiation 1.0 1440 > th dose independent rect. 8 7
920 93.65 temperature 15.0 43200 < th dose independent rect. 10 1
925 93.67 radiation 30.0 43200 > th dose independent rect. 7 1
947 93.69 radiation 40.0 43200 < th dose independent sin 13 NA
962 93.72 radiation 10.0 43200 < th dose independent sin 11 NA