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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.

Os11g0435400

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.09 (0.0428) R2 : 0.299
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.26 (0.0901) R2dN8 : 0.386 R2N8 : 0.299
σ : 0.806
deviance : 297.91
__
_____
C
peak time of C : --
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 = 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
262.46 0.761 2.67 1.44 0.358 -68.5 0.0293 178 1.31 4.39 45.93 147 -- --
284.66 0.792 3.08 0.539 0.3 -0.179 -0.445 -- 1.31 4.57 45.39 175 -- --
259.57 0.75 2.58 1.77 0.313 -68 -- 177 1.32 4.59 43.9 148 -- --
275.78 0.773 3.08 0.252 0.265 1.88 -- -- 1.19 5.71 45.96 136 -- --
265.21 0.758 2.44 2.11 -- -70.4 -- 183 1.32 -- 43.14 115 -- --
284.75 0.791 3.08 0.532 0.302 -- -0.429 -- 1.31 4.55 -- -- -- --
285.24 0.791 3.08 0.534 0.299 -- -- -- 1.31 4.43 -- -- -- --
276.77 0.775 3.06 0.506 -- 2.66 -- -- 1.33 -- 45.91 146 -- --
276.53 0.774 3.08 -- 0.299 2.69 -- -- 1.23 5.51 45.21 158 -- --
290.04 0.796 3.08 0.546 -- -- -- -- 1.32 -- -- -- -- --
292.77 0.8 3.09 -- 0.309 -- -- -- 1.25 4.39 -- -- -- --
281.35 0.781 3.09 -- -- 3.22 -- -- 1.27 -- 45.97 146 -- --
297.91 0.806 3.09 -- -- -- -- -- 1.26 -- -- -- -- --

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
1 250.75 wind 1 10 < th dose independent rect. 8 1
3 250.75 wind 1 10 < th dose dependent rect. 8 1
5 256.88 humidity 50 90 < th dose independent rect. 15 3
22 256.89 humidity 50 90 < th dose dependent rect. 15 3
95 257.19 wind 1 10 < th dose independent rect. 14 2
97 257.19 wind 1 10 < th dose dependent rect. 14 2
120 257.26 humidity 50 10 < th dose independent rect. 15 1
217 258.32 humidity 50 90 < th dose dependent sin 12 NA
218 259.26 humidity 50 90 < th dose independent sin 12 NA
229 262.14 temperature 30 30 > th dose independent rect. 14 4
232 262.26 humidity 50 90 > th dose independent sin 12 NA
265 262.54 temperature 30 30 > th dose independent sin 14 NA
267 262.81 wind 1 90 < th dose independent rect. 6 1
287 264.09 wind 1 90 < th dose independent rect. 6 3
291 264.27 atmosphere 1005 30 > th dose dependent rect. 7 1
293 264.41 humidity 80 10 > th dose independent rect. 7 2
332 265.10 humidity 90 90 > th dose dependent rect. 6 1
355 265.38 temperature 30 30 > th dose independent rect. 12 6
362 265.68 atmosphere 1005 10 > th dose dependent rect. 24 9
379 265.85 atmosphere 1005 90 > th dose dependent rect. 3 5
472 267.25 temperature 30 30 < th dose independent sin 14 NA
476 267.33 atmosphere 1005 90 > th dose dependent rect. 23 9
482 267.57 humidity 90 90 > th dose dependent rect. 6 3
500 267.80 humidity 90 90 > th dose dependent rect. 6 15
502 267.90 wind 1 270 < th dose dependent rect. 4 1
512 268.07 humidity 90 90 > th dose dependent rect. 6 8
599 269.97 humidity 90 1440 > th dose independent rect. 6 1
646 270.20 humidity 90 1440 < th dose independent rect. 6 2
669 270.53 humidity 90 1440 > th dose dependent rect. 6 1
676 270.59 wind 1 270 < th dose independent rect. 4 1
688 270.78 humidity 70 14400 > th dose dependent rect. 14 1
697 270.93 humidity 90 90 > th dose independent rect. 6 14
704 271.01 atmosphere 1005 30 > th dose independent rect. 7 1
708 271.13 humidity 50 14400 > th dose dependent rect. 19 1
715 271.20 humidity 80 14400 < th dose independent rect. 14 2
730 271.35 humidity 90 14400 < th dose dependent rect. 19 1
734 271.39 humidity 80 14400 > th dose independent rect. 13 9
741 271.45 humidity 80 14400 > th dose independent rect. 13 6
761 271.47 humidity 80 14400 > th dose dependent rect. 13 12
763 271.48 humidity 80 14400 < th dose independent rect. 13 9
772 271.50 humidity 80 14400 < th dose independent rect. 13 6
813 271.60 wind 3 30 < th dose independent rect. 6 11
826 271.64 humidity 90 14400 < th dose dependent rect. 18 3
843 271.67 humidity 70 14400 > th dose dependent rect. 13 8
846 271.68 humidity 80 14400 > th dose independent rect. 14 2
858 271.69 humidity 80 14400 > th dose dependent sin 17 NA
887 271.75 humidity 80 14400 > th dose independent sin 19 NA
947 271.82 humidity 70 14400 > th dose independent rect. 12 21
966 271.84 humidity 80 14400 > th dose dependent rect. 5 21
972 271.86 humidity 90 14400 > th dose independent rect. 13 19
985 271.88 humidity 70 14400 > th dose independent sin 13 NA