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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.

Os06g0216000

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

Description : Similar to Oxo-phytodienoic acid reductase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.2 (0.0492) R2 : 0.869
β1 : 4.21 (0.182) R2dD : 0.163 R2D : 0.0788
β2 : 1.05 (0.117) R2dC : 0.0236 R2C : -0.152
β3 : -1.17 (0.131) R2dE : 0.0266 R2E : -0.24
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -4.77 (0.107) R2dN8 : 0.807 R2N8 : 0.681
σ : 0.912
deviance : 383.76
__
_____
C
peak time of C : 11.5
E
wheather : temperature
threshold : 30.7
memory length : 1280
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 = temperature, 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
366.72 0.9 8.27 2.68 1.07 -0.938 0.754 -5.46 -4.7 11.5 20.6 1312 -- --
381.08 0.909 8.2 4.2 1.04 -1.21 1.27 -- -4.73 11.2 30.71 1239 -- --
364.46 0.889 8.3 2.52 0.932 -0.922 -- -6.8 -4.76 12.1 20.93 969 -- --
383.76 0.912 8.2 4.21 1.05 -1.17 -- -- -4.77 11.5 30.7 1280 -- --
412.24 0.946 8.28 2.82 -- -1.43 -- -6.25 -4.64 -- 20.93 942 -- --
444.92 0.989 8.15 3.83 1.2 -- 1.18 -- -4.55 11.8 -- -- -- --
450.97 0.994 8.14 3.87 1.2 -- -- -- -4.54 11.9 -- -- -- --
435.17 0.972 8.14 4.29 -- -1.81 -- -- -4.37 -- 24.7 980 -- --
824.12 1.34 8.27 -- 1.05 -0.757 -- -- -5.09 11.7 33.6 943 -- --
540.99 1.09 8.17 3.84 -- -- -- -- -4.56 -- -- -- -- --
846.57 1.36 8.24 -- 1.15 -- -- -- -4.97 11.7 -- -- -- --
890.49 1.39 8.3 -- -- -0.99 -- -- -5.15 -- 33.3 935 -- --
929.58 1.42 8.27 -- -- -- -- -- -4.98 -- -- -- -- --

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
1 359.81 temperature 25 720 > th dose dependent rect. 16 17
3 360.06 temperature 20 1440 > th dose dependent rect. 6 1
7 360.32 temperature 20 720 > th dose dependent sin 16 NA
16 360.88 temperature 20 10 > th dose dependent sin 12 NA
21 361.02 temperature 20 1440 > th dose dependent sin 12 NA
39 361.77 temperature 20 720 > th dose dependent rect. 13 20
49 361.97 temperature 20 1440 > th dose dependent rect. 2 6
60 362.20 temperature 20 720 > th dose dependent rect. 12 17
130 363.54 temperature 20 1440 > th dose dependent rect. 19 2
190 364.91 temperature 20 90 > th dose dependent rect. 17 14
235 365.73 temperature 10 1440 > th dose dependent rect. 18 3
243 365.85 temperature 25 4320 < th dose independent rect. 20 12
246 365.87 temperature 10 1440 > th dose dependent rect. 17 5
247 365.87 temperature 10 1440 > th dose dependent rect. 16 7
280 366.23 temperature 20 1440 > th dose dependent rect. 3 1
302 366.51 temperature 30 1440 < th dose dependent rect. 18 3
322 366.67 temperature 25 4320 > th dose independent rect. 20 4
327 366.75 temperature 25 4320 > th dose independent rect. 22 1
339 366.81 temperature 25 1440 < th dose independent rect. 20 1
376 367.06 temperature 25 4320 > th dose independent rect. 20 10
377 367.07 temperature 25 4320 < th dose independent rect. 20 5
381 367.11 temperature 10 1440 > th dose dependent rect. 15 14
423 367.34 temperature 10 1440 > th dose dependent sin 15 NA
442 367.44 temperature 20 1440 > th dose dependent no NA NA
517 367.78 temperature 10 270 > th dose dependent sin 14 NA
600 368.16 temperature 20 1440 > th dose dependent rect. 3 23
613 368.24 temperature 20 4320 > th dose dependent rect. 1 1
693 368.60 temperature 30 10 < th dose dependent sin 13 NA
735 368.79 temperature 20 10 > th dose dependent rect. 16 15
844 369.28 temperature 10 10 > th dose dependent sin 12 NA