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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.

Os01g0508100

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

Description : Ferritin/ribonucleotide reductase-like family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.31 (0.0816) R2 : 0.409
β1 : -4.27 (0.297) R2dD : 0.332 R2D : 0.203
β2 : 0.892 (1.11) R2dC : 0.0292 R2C : 0.0669
β3 : -0.7 (1.47) R2dE : 0.0106 R2E : 0.05
β4 : 22.5 (4.06) R2dD*C : 0.997 R2D*C : -1.17
β5 : 30.8 (5.1) R2dD*E : 1.25 R2D*E : -0.971
γ1 : 0.122 (0.163) R2dN8 : 0.00103 R2N8 : 0.00463
σ : 1.4
deviance : 889.23
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_____
C
peak time of C : 15.8
E
wheather : radiation
threshold : 0.1878
memory length : 726
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 10.9
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = < th, dose dependency = dose dependent, type of G = sin)

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
889.23 1.4 5.31 -4.27 0.892 -0.7 22.5 30.8 0.122 15.8 0.1878 726 10.9 --
1024.92 1.5 5.1 -3.19 1.25 0.771 -2 -- 0.458 13 240.8 2 11.2 --
1022.71 1.5 5.14 -3.34 1.63 -0.845 -- 1.68 0.441 16.1 0.0002022 1237 14.8 --
971.01 1.45 5.11 -3.4 1.57 -1.38 -- -- 0.368 15 0.2329 4312 14 --
947.21 1.43 5.04 -3.68 -- -2.63 -- 5.16 0.669 -- 0.2065 753 14.3 --
1028.05 1.5 5.11 -3.22 1.47 -- -1.93 -- 0.455 14.9 -- -- -- --
1040.38 1.51 5.12 -3.27 1.47 -- -- -- 0.444 15.1 -- -- -- --
932.01 1.42 5.27 -4.09 -- -4.58 -- -- 0.011 -- 0.2335 2147 15.4 --
1282.24 1.67 5 -- 1.61 -2.13 -- -- 0.274 14.4 9.771 4275 10.7 --
1163.74 1.59 5.13 -3.33 -- -- -- -- 0.406 -- -- -- -- --
1321.42 1.7 5.04 -- 1.53 -- -- -- 0.808 15.1 -- -- -- --
1278.98 1.67 5.12 -- -- -2.8 -- -- 0.511 -- 9 4998 11 --
1455.92 1.78 5.04 -- -- -- -- -- 0.775 -- -- -- -- --

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
1 829.88 atmosphere 995.0 43200 < th dose independent rect. 3 11
2 830.07 atmosphere 995.0 43200 < th dose dependent rect. 23 15
17 831.22 atmosphere 995.0 43200 > th dose independent rect. 6 2
20 831.38 atmosphere 995.0 43200 > th dose independent rect. 4 8
51 833.71 atmosphere 995.0 43200 < th dose dependent sin 7 NA
60 834.47 atmosphere 995.0 43200 < th dose independent rect. 5 4
65 834.81 atmosphere 995.0 43200 < th dose dependent rect. 3 6
93 837.51 atmosphere 995.0 43200 < th dose dependent rect. 5 3
114 839.01 atmosphere 995.0 43200 > th dose independent rect. 24 14
133 840.62 atmosphere 995.0 43200 > th dose independent rect. 20 18
173 844.66 atmosphere 995.0 43200 < th dose independent sin 7 NA
200 848.09 atmosphere 995.0 43200 > th dose independent sin 7 NA
266 856.57 radiation 40.0 43200 > th dose independent rect. 7 1
282 856.57 radiation 40.0 43200 > th dose dependent rect. 7 1
324 859.10 atmosphere 995.0 43200 < th dose dependent rect. 23 6
336 859.18 atmosphere 995.0 43200 < th dose independent rect. 1 1
363 859.18 atmosphere 995.0 43200 < th dose dependent rect. 1 1
407 859.26 atmosphere 995.0 43200 > th dose independent rect. 1 1
476 860.11 atmosphere 995.0 43200 < th dose dependent rect. 12 18
492 860.81 radiation 20.0 43200 < th dose dependent rect. 10 2
519 862.02 atmosphere 995.0 43200 < th dose dependent sin 15 NA
532 863.04 precipitation 0.1 43200 > th dose independent rect. 14 1
533 863.04 precipitation 0.1 43200 > th dose dependent rect. 14 1
548 863.87 radiation 20.0 43200 > th dose independent rect. 10 1
555 864.53 precipitation 0.1 43200 < th dose independent rect. 14 1
556 864.53 precipitation 0.1 43200 < th dose dependent rect. 14 1
558 864.60 radiation 10.0 14400 > th dose dependent rect. 17 14
559 864.61 precipitation 0.1 43200 < th dose independent rect. 11 2
560 864.61 precipitation 0.1 43200 < th dose dependent rect. 11 2
563 864.67 precipitation 0.1 43200 > th dose independent rect. 11 2
564 864.67 precipitation 0.1 43200 > th dose dependent rect. 11 2
568 864.90 radiation 20.0 43200 > th dose independent rect. 10 3
575 865.82 wind 9.0 43200 > th dose independent rect. 21 3
579 866.66 radiation 20.0 14400 < th dose independent rect. 21 12
583 866.69 radiation 20.0 14400 < th dose independent rect. 23 10
586 866.71 radiation 20.0 14400 < th dose independent rect. 5 4
588 866.72 radiation 20.0 14400 < th dose independent rect. 2 7
593 866.90 wind 9.0 43200 < th dose independent rect. 21 3
596 867.12 humidity 60.0 43200 > th dose independent rect. 13 1
598 867.16 atmosphere 995.0 43200 < th dose independent rect. 21 1
610 867.16 atmosphere 995.0 43200 < th dose dependent rect. 21 1
622 867.17 radiation 20.0 14400 < th dose independent rect. 8 1
670 868.46 atmosphere 1005.0 43200 < th dose dependent rect. 9 11
680 868.78 atmosphere 1005.0 43200 < th dose dependent rect. 12 4
681 868.79 radiation 10.0 43200 > th dose independent rect. 7 3
684 868.82 atmosphere 995.0 43200 < th dose dependent no NA NA
693 868.86 wind 1.0 43200 < th dose dependent rect. 19 1
704 869.13 radiation 10.0 43200 < th dose dependent rect. 7 5
709 869.36 atmosphere 1005.0 43200 < th dose dependent rect. 13 2
711 869.38 radiation 1.0 14400 > th dose dependent rect. 6 1
712 869.41 wind 1.0 43200 < th dose independent rect. 4 4
719 869.49 atmosphere 1005.0 43200 < th dose dependent sin 21 NA
736 869.53 radiation 30.0 14400 < th dose dependent rect. 6 1
767 869.79 atmosphere 995.0 43200 < th dose dependent rect. 14 12
771 869.85 radiation 10.0 43200 < th dose dependent rect. 7 7
803 870.28 humidity 60.0 43200 < th dose independent rect. 13 1
816 870.54 radiation 10.0 43200 < th dose independent rect. 11 1
820 870.60 radiation 10.0 14400 > th dose independent rect. 17 15
822 870.63 radiation 10.0 43200 > th dose independent sin 8 NA
916 872.16 radiation 10.0 43200 > th dose independent rect. 8 1
950 872.35 atmosphere 995.0 43200 < th dose independent rect. 13 17
993 872.66 humidity 80.0 43200 > th dose independent rect. 20 1