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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.

Os11g0576700

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 : 5.1 (0.0518) R2 : 0.595
β1 : -4.62 (0.193) R2dD : 0.546 R2D : 0.318
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.8 (0.197) R2dE : 0.0781 R2E : -0.0204
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.32 (0.111) R2dN8 : 0.171 R2N8 : 0.058
σ : 0.969
deviance : 432.7
__
_____
C
peak time of C : --
E
wheather : humidity
threshold : 76
memory length : 1222
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
425.93 0.97 5.12 -4.78 0.188 2.06 -0.532 -2.16 -1.35 12.4 76.99 1200 -- --
430.97 0.967 5.1 -4.62 0.197 1.91 -0.267 -- -1.32 12 76.99 1186 -- --
427.02 0.962 5.12 -4.78 0.196 2.06 -- -1.89 -1.35 11.9 77 1196 -- --
431.15 0.967 5.09 -4.62 0.2 1.89 -- -- -1.33 11.7 77 1182 -- --
428.75 0.964 5.12 -4.76 -- 1.96 -- -1.84 -1.34 -- 76.09 1222 -- --
508.05 1.06 5.12 -4.27 0.184 -- 0.582 -- -1.43 1.45 -- -- -- --
509.42 1.06 5.12 -4.28 0.184 -- -- -- -1.43 1.57 -- -- -- --
432.7 0.969 5.1 -4.62 -- 1.8 -- -- -1.32 -- 76 1222 -- --
957.61 1.44 5.02 -- 0.0604 1.38 -- -- -0.998 11.5 93.42 1264 -- --
511.49 1.06 5.12 -4.28 -- -- -- -- -1.43 -- -- -- -- --
993.35 1.47 5.01 -- 0.113 -- -- -- -0.953 0.328 -- -- -- --
957.75 1.44 5.03 -- -- 1.27 -- -- -0.995 -- 94 1308 -- --
994.16 1.47 5.01 -- -- -- -- -- -0.952 -- -- -- -- --

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
1 431.28 temperature 25 720 > th dose dependent rect. 15 4
2 431.39 temperature 25 720 > th dose dependent rect. 13 11
3 431.51 temperature 25 720 > th dose dependent rect. 15 8
8 431.69 temperature 25 720 > th dose dependent rect. 17 1
9 432.02 temperature 25 720 > th dose dependent rect. 15 17
25 433.20 humidity 60 1440 > th dose independent rect. 14 5
31 433.74 humidity 60 1440 > th dose independent rect. 14 11
32 433.74 humidity 60 1440 > th dose independent rect. 14 13
35 433.77 humidity 60 1440 > th dose independent rect. 14 17
44 433.82 temperature 25 720 > th dose dependent sin 16 NA
46 433.83 humidity 60 1440 > th dose independent rect. 14 7
47 433.84 humidity 60 1440 < th dose independent rect. 14 5
50 433.85 humidity 60 1440 < th dose dependent rect. 15 2
61 434.39 humidity 90 720 < th dose dependent rect. 16 3
80 434.59 humidity 60 1440 > th dose independent sin 15 NA
88 434.92 humidity 70 720 > th dose independent sin 12 NA
111 435.24 humidity 70 720 > th dose independent rect. 17 14
118 435.39 humidity 90 720 < th dose dependent rect. 17 1
121 435.55 humidity 60 1440 < th dose independent sin 15 NA
251 437.01 humidity 60 1440 < th dose dependent rect. 14 20
259 437.30 humidity 90 720 < th dose dependent rect. 16 5
299 437.64 humidity 60 1440 < th dose independent rect. 16 1
344 438.09 temperature 30 720 < th dose independent rect. 17 14
354 438.26 humidity 80 1440 < th dose dependent rect. 6 16
364 438.44 humidity 80 1440 < th dose dependent rect. 10 12
380 438.51 humidity 70 1440 < th dose dependent sin 13 NA
444 438.84 humidity 80 1440 < th dose dependent rect. 10 23
468 438.95 humidity 70 720 > th dose independent rect. 17 6
470 438.95 humidity 80 1440 < th dose dependent sin 21 NA
495 439.13 humidity 80 1440 < th dose dependent rect. 20 23
549 439.38 humidity 60 1440 < th dose independent rect. 14 23
550 439.38 humidity 80 1440 < th dose dependent rect. 15 23
563 439.45 humidity 60 1440 > th dose independent rect. 22 21
564 439.45 humidity 60 1440 > th dose independent rect. 20 23
568 439.46 humidity 80 1440 < th dose dependent no NA NA
569 439.46 humidity 80 1440 < th dose dependent rect. 13 23
577 439.48 humidity 60 1440 > th dose independent rect. 6 13
585 439.50 humidity 60 1440 > th dose independent rect. 2 17
620 439.68 humidity 50 720 > th dose dependent rect. 11 12
695 439.93 humidity 60 1440 > th dose independent rect. 6 19
697 439.93 humidity 60 1440 > th dose independent rect. 6 21
710 439.95 humidity 60 1440 > th dose independent rect. 2 23
716 439.97 humidity 60 1440 > th dose independent no NA NA
772 440.02 humidity 50 720 > th dose dependent rect. 15 8
899 440.75 humidity 60 1440 < th dose independent no NA NA
983 440.81 temperature 30 720 > th dose independent rect. 17 2