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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.

Os02g0657000

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

Description : AP2 domain-containing protein Rap211.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.16 (0.0616) R2 : 0.62
β1 : -1.61 (0.257) R2dD : 0.0496 R2D : 0.106
β2 : 2.9 (0.15) R2dC : 0.313 R2C : 0.294
β3 : -1.42 (0.236) R2dE : 0.0452 R2E : 0.147
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 3.73 (0.701) R2dD*E : 0.0437 R2D*E : 0.14
γ1 : -0.828 (0.134) R2dN8 : 0.0511 R2N8 : 0.0482
σ : 1.07
deviance : 532.43
__
_____
C
peak time of C : 6.6
E
wheather : temperature
threshold : 20.29
memory length : 1060
response mode : > th
dose dependency : dose independent
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 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
531.55 1.08 6.17 -1.66 2.85 -1.43 0.808 3.53 -0.836 6.55 20.4 946 -- --
577.92 1.12 6.23 -1.71 2.88 -1.68 1.33 -- -0.892 6.49 20.2 939 -- --
532.43 1.07 6.16 -1.61 2.9 -1.42 -- 3.73 -0.828 6.6 20.29 1060 -- --
564.32 1.11 6.27 -2.07 2.82 -2.1 -- -- -0.943 6.5 19.91 937 -- --
923.4 1.42 6.23 -1.17 -- -1.84 -- 3.66 -0.65 -- 20.8 583 -- --
654.33 1.2 6.35 -3 2.89 -- 0.394 -- -1.37 6.84 -- -- -- --
654.71 1.2 6.35 -2.99 2.9 -- -- -- -1.37 6.86 -- -- -- --
934.28 1.42 6.35 -1.88 -- -2.39 -- -- -0.813 -- 19.7 571 -- --
663.9 1.2 6.24 -- 2.97 -2.99 -- -- -0.7 6.51 19.4 1080 -- --
1093.85 1.55 6.41 -2.93 -- -- -- -- -1.32 -- -- -- -- --
890.99 1.4 6.28 -- 2.86 -- -- -- -1.04 6.92 -- -- -- --
1016.05 1.48 6.24 -- -- -3.51 -- -- -0.54 -- 19.41 563 -- --
1320.55 1.7 6.34 -- -- -- -- -- -0.993 -- -- -- -- --

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
1 525.17 humidity 90 14400 > th dose dependent rect. 4 6
3 526.04 temperature 30 90 < th dose dependent rect. 4 8
4 526.64 humidity 90 14400 > th dose dependent rect. 5 2
6 527.16 radiation 20 4320 > th dose independent rect. 6 2
27 529.31 temperature 20 1440 > th dose independent rect. 20 8
31 529.64 temperature 20 1440 > th dose independent rect. 21 5
34 529.83 temperature 20 1440 < th dose independent rect. 21 5
35 529.83 temperature 20 1440 < th dose independent rect. 21 7
39 530.11 temperature 20 720 > th dose independent rect. 10 21
42 530.30 temperature 20 720 > th dose independent rect. 14 17
45 530.42 humidity 90 14400 > th dose dependent sin 4 NA
46 530.63 temperature 30 270 < th dose dependent rect. 2 9
81 531.77 humidity 90 14400 > th dose dependent rect. 18 19
85 531.86 humidity 90 14400 > th dose dependent rect. 22 18
89 531.94 temperature 20 720 > th dose independent sin 13 NA
99 532.22 humidity 90 14400 > th dose dependent rect. 23 20
110 532.39 radiation 30 4320 < th dose independent rect. 24 8
112 532.40 temperature 20 1440 > th dose independent rect. 1 1
125 532.58 humidity 90 14400 > th dose independent rect. 2 8
143 532.69 radiation 20 4320 > th dose dependent rect. 6 2
173 532.83 humidity 90 14400 > th dose independent rect. 3 6
202 533.14 humidity 90 14400 > th dose dependent rect. 9 22
205 533.20 humidity 90 14400 > th dose dependent rect. 12 22
208 533.23 temperature 20 1440 < th dose independent rect. 1 1
225 533.45 humidity 90 14400 > th dose independent rect. 6 1
252 533.75 temperature 20 720 > th dose independent rect. 6 22
261 533.83 temperature 20 1440 > th dose independent sin 10 NA
274 533.97 humidity 90 14400 > th dose dependent no NA NA
277 533.98 temperature 20 1440 > th dose independent rect. 19 12
285 534.09 temperature 20 1440 > th dose independent rect. 21 14
310 534.33 temperature 20 1440 < th dose independent sin 10 NA
318 534.39 temperature 20 1440 < th dose independent rect. 21 13
323 534.41 temperature 20 720 < th dose independent rect. 20 21
330 534.48 radiation 30 4320 < th dose independent rect. 6 2
347 534.65 humidity 90 14400 > th dose dependent rect. 3 23
400 535.20 temperature 20 1440 < th dose independent rect. 21 16
412 535.31 temperature 20 720 < th dose independent rect. 17 21
475 536.13 atmosphere 995 43200 > th dose independent rect. 18 20
483 536.19 atmosphere 995 43200 < th dose independent rect. 21 18
500 536.33 atmosphere 995 43200 < th dose dependent rect. 11 19
531 536.65 temperature 20 1440 > th dose independent rect. 3 1
543 536.87 humidity 90 14400 > th dose dependent sin 14 NA
566 537.14 atmosphere 995 43200 > th dose independent sin 6 NA
573 537.20 humidity 90 14400 > th dose dependent rect. 18 8
584 537.32 atmosphere 995 43200 < th dose independent sin 6 NA
606 537.64 temperature 20 720 > th dose independent no NA NA
616 537.76 temperature 20 720 < th dose independent rect. 9 23
622 537.81 temperature 20 1440 < th dose independent rect. 3 1
667 538.48 temperature 20 720 < th dose independent no NA NA
709 538.96 humidity 90 14400 > th dose independent sin 7 NA
739 539.37 humidity 90 14400 > th dose independent rect. 23 14
747 539.49 humidity 90 14400 > th dose dependent rect. 22 2
756 539.53 temperature 20 720 > th dose independent rect. 20 23
784 539.77 humidity 90 14400 > th dose independent rect. 18 16
794 539.98 temperature 20 720 > th dose independent rect. 22 23
810 540.14 temperature 25 720 < th dose dependent rect. 16 19
811 540.15 humidity 80 14400 > th dose dependent rect. 24 8
817 540.18 atmosphere 995 43200 < th dose dependent rect. 15 19
881 540.73 temperature 10 270 > th dose dependent sin 9 NA
890 540.81 humidity 90 14400 < th dose independent rect. 6 1
907 541.04 temperature 20 720 < th dose independent rect. 6 23
944 541.36 temperature 20 720 > th dose independent rect. 1 23