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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.

Os06g0163400

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

Description : Thioredoxin domain 2 containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.11 (0.0702) R2 : 0.622
β1 : -4.99 (0.462) R2dD : 0.75 R2D : -0.274
β2 : 1.67 (0.111) R2dC : 0.191 R2C : 0.167
β3 : 3.18 (0.212) R2dE : 0.55 R2E : 0.0431
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -8.58 (1.61) R2dD*E : 0.199 R2D*E : -0.592
γ1 : -0.766 (0.137) R2dN8 : 0.068 R2N8 : -0.0897
σ : 0.862
deviance : 342.39
__
_____
C
peak time of C : 22.5
E
wheather : temperature
threshold : 26.14
memory length : 1378
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
338.11 0.864 6.11 -4.96 1.7 3.11 1.09 -8.34 -0.833 22.6 25.82 1408 -- --
364.9 0.89 6.03 -3.85 1.79 3.25 0.949 -- -1.17 22.7 17.33 7174 -- --
342.39 0.862 6.11 -4.99 1.67 3.18 -- -8.58 -0.766 22.5 26.14 1378 -- --
367.36 0.893 6.01 -3.59 1.75 3.01 -- -- -1.06 22.6 17.93 7034 -- --
468.6 1.01 6.07 -4.95 -- 3.94 -- -8.3 -0.964 -- 24.92 2307 -- --
591.86 1.14 5.79 -1.87 1.86 -- 1.25 -- -0.118 22.9 -- -- -- --
598.43 1.15 5.79 -1.92 1.85 -- -- -- -0.122 22.9 -- -- -- --
441.95 0.979 5.89 -3.14 -- 3.42 -- -- -0.823 -- 21.44 911 -- --
538.52 1.08 5.71 -- 1.66 1.83 -- -- 0.239 22.4 27.7 1267 -- --
811.79 1.33 5.74 -1.88 -- -- -- -- -0.109 -- -- -- -- --
695.46 1.23 5.74 -- 1.84 -- -- -- 0.0921 22.8 -- -- -- --
644.73 1.18 5.79 -- -- 2.89 -- -- -0.316 -- 22.3 895 -- --
904.97 1.4 5.7 -- -- -- -- -- 0.0993 -- -- -- -- --

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
1 336.57 temperature 25 1440 > th dose dependent rect. 16 3
2 336.96 temperature 25 1440 > th dose dependent rect. 6 15
23 337.64 temperature 25 1440 > th dose dependent rect. 11 9
24 337.64 temperature 25 1440 > th dose dependent rect. 10 11
31 337.82 temperature 25 1440 > th dose dependent sin 21 NA
72 338.97 wind 5 43200 > th dose independent rect. 8 7
83 339.43 wind 5 43200 < th dose independent rect. 8 7
84 339.44 temperature 25 1440 > th dose dependent rect. 11 22
118 340.08 wind 5 43200 > th dose independent rect. 5 11
139 340.55 temperature 25 1440 > th dose dependent rect. 14 23
140 340.56 temperature 25 1440 > th dose dependent no NA NA
146 340.65 wind 5 43200 > th dose dependent rect. 5 10
156 340.85 temperature 25 1440 > th dose dependent rect. 8 23
276 344.45 wind 3 43200 > th dose dependent rect. 9 5
292 344.91 wind 5 43200 > th dose independent sin 2 NA
301 345.37 temperature 25 1440 > th dose dependent rect. 12 1
312 345.84 wind 5 43200 < th dose independent sin 2 NA
317 345.95 wind 5 43200 > th dose dependent rect. 24 16
322 346.45 wind 5 43200 > th dose dependent sin 2 NA
336 346.94 wind 5 43200 > th dose dependent rect. 19 21
340 347.16 wind 5 43200 > th dose independent rect. 24 17
346 347.32 wind 5 43200 < th dose independent rect. 24 16
349 347.42 temperature 20 1440 > th dose dependent rect. 6 2
398 348.40 wind 5 43200 > th dose independent rect. 20 21
426 348.75 wind 5 43200 < th dose independent rect. 20 21
699 352.93 wind 5 43200 > th dose dependent rect. 4 18
708 353.04 wind 5 43200 > th dose dependent rect. 5 20
759 353.51 wind 5 43200 > th dose dependent rect. 24 22
917 354.78 wind 5 43200 > th dose dependent rect. 7 23
923 354.82 wind 5 43200 > th dose dependent no NA NA
968 355.25 temperature 30 1440 < th dose independent rect. 14 21
989 355.45 wind 9 43200 < th dose dependent rect. 9 3