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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.

Os08g0158900

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

Description : GTP1/OBG domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.3 (0.0328) R2 : 0.367
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.65 (0.101) R2dE : 0.366 R2E : 0.366
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0229 (0.0691) R2dN8 : 0.000196 R2N8 : 0.000645
σ : 0.616
deviance : 175.1
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 29.31
memory length : 339
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
174.89 0.621 3.31 -0.068 0.255 -1.9 0.106 3.16 0.131 18.9 29.8 303 -- --
172.74 0.612 3.29 0.236 0.166 -1.52 0.0587 -- 0.0597 19.6 29.3 330 -- --
174.07 0.614 3.3 -0.0302 0.242 -1.82 -- 2.58 0.13 19.4 29.62 302 -- --
172.66 0.612 3.3 0.223 0.165 -1.55 -- -- 0.0505 20.6 29.36 329 -- --
175 0.616 3.31 -0.0259 -- -1.89 -- 2.03 0.0615 -- 29.6 322 -- --
230.89 0.712 3.29 0.476 0.853 -- 0.874 -- 0.126 17.7 -- -- -- --
232.75 0.714 3.29 0.471 0.858 -- -- -- 0.13 17.7 -- -- -- --
173.92 0.614 3.29 0.212 -- -1.62 -- -- 0.0468 -- 29.34 339 -- --
173.94 0.614 3.3 -- 0.154 -1.59 -- -- 0.025 20.9 29.36 329 -- --
270.98 0.769 3.28 0.444 -- -- -- -- 0.109 -- -- -- -- --
238.61 0.723 3.3 -- 0.851 -- -- -- 0.0771 17.7 -- -- -- --
175.1 0.616 3.3 -- -- -1.65 -- -- 0.0229 -- 29.31 339 -- --
276.18 0.776 3.29 -- -- -- -- -- 0.0598 -- -- -- -- --

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
1 177.18 temperature 25 270 > th dose dependent rect. 5 15
4 177.22 temperature 25 270 > th dose dependent sin 23 NA
29 177.87 temperature 30 270 > th dose independent rect. 9 9
33 177.89 temperature 30 270 < th dose independent sin 23 NA
62 178.12 temperature 30 270 > th dose independent sin 23 NA
64 178.13 temperature 25 270 > th dose dependent rect. 19 23
72 178.18 temperature 30 270 < th dose independent no NA NA
74 178.19 temperature 25 270 > th dose dependent rect. 10 23
109 178.65 temperature 25 270 > th dose dependent no NA NA
116 178.70 temperature 30 270 > th dose independent rect. 17 23
156 179.17 temperature 25 90 > th dose dependent rect. 12 23
158 179.22 temperature 30 270 > th dose independent no NA NA
281 179.76 temperature 25 270 > th dose dependent rect. 17 23
283 179.78 temperature 25 90 > th dose dependent sin 19 NA
293 180.12 temperature 30 270 < th dose independent rect. 20 23
310 180.23 temperature 30 270 < th dose independent rect. 13 23
320 180.66 temperature 30 270 < th dose independent rect. 15 23
332 181.14 temperature 30 270 < th dose independent rect. 3 23
333 181.15 temperature 25 720 > th dose dependent rect. 21 16
335 181.20 temperature 30 270 < th dose independent rect. 6 12
340 181.29 temperature 30 270 > th dose independent rect. 13 23
353 181.64 temperature 25 720 > th dose dependent rect. 5 9
360 181.73 temperature 25 720 > th dose dependent sin 6 NA
421 182.77 temperature 25 10 > th dose dependent rect. 12 23
452 183.27 temperature 30 270 < th dose independent rect. 8 23
457 183.31 temperature 30 720 < th dose independent rect. 5 7
468 183.45 temperature 30 720 < th dose independent rect. 22 14
469 183.46 temperature 30 270 < th dose independent rect. 24 23
536 184.09 temperature 30 270 < th dose independent rect. 11 23
602 184.84 temperature 30 720 < th dose independent rect. 18 18
603 184.88 temperature 30 720 > th dose independent rect. 18 19
612 185.01 temperature 30 720 < th dose independent sin 8 NA
644 185.50 temperature 30 720 > th dose independent sin 8 NA
662 185.55 temperature 30 720 > th dose independent rect. 8 5