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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.

Os03g0620400

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

Description : Transcriptional factor B3 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.63 (0.0351) R2 : 0.47
β1 : -3.01 (0.16) R2dD : 0.675 R2D : 0.281
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.522 (0.152) R2dE : 0.0154 R2E : 0.027
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 5.67 (0.565) R2dD*E : 0.194 R2D*E : -0.252
γ1 : -0.0154 (0.0791) R2dN8 : 9.14e-05 R2N8 : -0.00558
σ : 0.65
deviance : 194.64
__
_____
C
peak time of C : --
E
wheather : humidity
threshold : 90.2
memory length : 8125
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
183.44 0.636 4.63 -3.02 0.434 -0.418 0.345 5.71 -0.00114 21.4 90.07 8153 -- --
223.85 0.697 4.67 -2 0.404 -0.446 -0.0208 -- 0.0336 22 89 4709 -- --
183.85 0.632 4.63 -3.02 0.435 -0.412 -- 5.66 0.00322 21.4 90.1 8189 -- --
205.63 0.668 4.68 -2.62 0.422 -2.05 -- -- 0.0496 21.3 97 10687 -- --
194.64 0.65 4.63 -3.01 -- -0.522 -- 5.67 -0.0154 -- 90.2 8125 -- --
227.78 0.708 4.64 -2.08 0.442 -- -0.0621 -- 0.186 21.7 -- -- -- --
227.79 0.707 4.64 -2.08 0.443 -- -- -- 0.186 21.6 -- -- -- --
212.8 0.679 4.66 -2.66 -- -2.15 -- -- 0.0405 -- 96 12111 -- --
327.78 0.843 4.56 -- 0.554 0.879 -- -- 0.547 21.2 95 11702 -- --
239.4 0.723 4.63 -2.08 -- -- -- -- 0.186 -- -- -- -- --
341.73 0.865 4.59 -- 0.44 -- -- -- 0.418 21.3 -- -- -- --
274.61 0.772 4.51 -- -- 1.48 -- -- 0.706 -- 95 47520 -- --
353.02 0.877 4.58 -- -- -- -- -- 0.416 -- -- -- -- --

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
1 178.84 humidity 90.0 14400 > th dose dependent rect. 1 20
9 179.71 humidity 90.0 14400 > th dose dependent rect. 7 22
15 180.03 humidity 90.0 14400 > th dose dependent rect. 17 20
19 180.04 humidity 90.0 14400 > th dose independent rect. 3 7
48 180.31 humidity 90.0 14400 > th dose dependent rect. 11 23
57 180.37 humidity 90.0 14400 > th dose dependent no NA NA
107 181.12 humidity 90.0 14400 > th dose dependent sin 2 NA
122 181.26 humidity 90.0 14400 > th dose dependent rect. 15 13
138 181.51 humidity 90.0 14400 > th dose dependent sin 14 NA
149 181.66 humidity 90.0 14400 > th dose dependent rect. 17 10
152 181.68 humidity 90.0 14400 > th dose dependent rect. 6 6
157 181.74 humidity 90.0 14400 > th dose dependent rect. 2 12
160 181.80 humidity 90.0 14400 > th dose independent rect. 6 3
168 181.84 humidity 90.0 14400 > th dose dependent rect. 3 10
228 182.52 humidity 90.0 14400 < th dose independent rect. 6 4
259 182.90 humidity 90.0 14400 < th dose independent rect. 6 7
277 183.19 humidity 90.0 14400 > th dose independent rect. 19 17
292 183.34 humidity 90.0 14400 > th dose independent sin 3 NA
321 183.61 humidity 90.0 14400 < th dose independent rect. 11 3
346 183.86 humidity 90.0 14400 < th dose independent rect. 3 10
356 183.94 humidity 90.0 14400 > th dose independent rect. 2 19
404 184.23 humidity 90.0 14400 > th dose dependent rect. 7 1
460 184.62 humidity 90.0 14400 > th dose independent rect. 2 22
485 184.75 humidity 90.0 14400 > th dose independent rect. 23 23
519 184.95 humidity 90.0 14400 > th dose independent rect. 11 23
533 185.06 humidity 90.0 14400 > th dose independent rect. 6 23
538 185.14 humidity 90.0 14400 > th dose independent no NA NA
583 185.43 humidity 90.0 14400 > th dose dependent rect. 11 6
599 185.58 humidity 90.0 14400 > th dose independent rect. 20 1
602 185.62 humidity 80.0 14400 > th dose independent rect. 9 2
613 185.68 humidity 90.0 14400 > th dose dependent rect. 20 1
620 185.74 humidity 80.0 14400 < th dose independent rect. 10 1
639 185.95 radiation 1.0 4320 < th dose dependent rect. 6 11
662 186.10 humidity 80.0 14400 < th dose independent rect. 9 3
666 186.12 humidity 90.0 14400 > th dose independent rect. 11 6
673 186.15 humidity 90.0 14400 < th dose independent sin 2 NA
681 186.19 humidity 90.0 14400 > th dose independent rect. 19 5
696 186.31 radiation 1.0 4320 > th dose independent rect. 6 10
698 186.32 radiation 1.0 4320 < th dose independent rect. 6 10
720 186.52 wind 9.0 14400 < th dose independent rect. 21 14
766 186.89 humidity 90.0 14400 > th dose independent sin 13 NA
790 187.02 precipitation 0.1 14400 < th dose independent rect. 5 5
792 187.02 precipitation 0.1 14400 < th dose dependent rect. 5 5
797 187.04 precipitation 0.1 14400 < th dose independent rect. 6 2
799 187.04 precipitation 0.1 14400 < th dose dependent rect. 6 2
861 187.33 humidity 90.0 14400 > th dose independent rect. 17 11
907 187.55 humidity 90.0 14400 > th dose independent rect. 11 18
913 187.57 humidity 90.0 14400 < th dose independent rect. 19 5
914 187.57 precipitation 0.1 14400 > th dose independent rect. 5 5
916 187.60 humidity 90.0 14400 < th dose independent rect. 19 18
919 187.61 precipitation 0.1 14400 > th dose dependent rect. 5 5
944 187.70 humidity 90.0 14400 < th dose independent rect. 20 1
948 187.71 radiation 1.0 4320 < th dose dependent rect. 6 4
979 187.85 wind 9.0 14400 > th dose dependent rect. 5 6