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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.

Os05g0324600

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

Description : Protein of unknown function DUF623, plant domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.22 (0.0396) R2 : 0.211
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.679 (0.103) R2dC : 0.076 R2C : 0.0904
β3 : 1.29 (0.168) R2dE : 0.111 R2E : 0.132
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.077 (0.0859) R2dN8 : 0.00196 R2N8 : 0.0091
σ : 0.735
deviance : 248.94
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_____
C
peak time of C : 6
E
wheather : temperature
threshold : 12.63
memory length : 1231
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
229.15 0.711 3.38 -1.94 0.668 1.55 0.375 -5.26 -0.256 6.05 24.75 1310 -- --
241.54 0.724 3.24 -0.741 0.71 1.37 0.435 -- -0.0442 6.11 0.8042 2471 -- --
229.44 0.705 3.38 -1.92 0.671 1.55 -- -5.26 -0.242 6.09 24.98 1308 -- --
238.56 0.719 3.24 -0.662 0.673 1.57 -- -- -0.0304 6.09 7.276 1236 -- --
252.09 0.739 3.39 -1.82 -- 1.56 -- -4.56 -0.28 -- 23.88 1304 -- --
278.4 0.782 3.18 -0.198 0.752 -- 0.403 -- 0.242 5.3 -- -- -- --
278.8 0.782 3.18 -0.197 0.754 -- -- -- 0.24 5.29 -- -- -- --
261.58 0.753 3.26 -0.686 -- 1.66 -- -- -0.0416 -- 7.585 1292 -- --
248.94 0.735 3.22 -- 0.679 1.29 -- -- 0.077 6 12.63 1231 -- --
308.48 0.821 3.19 -0.171 -- -- -- -- 0.259 -- -- -- -- --
279.83 0.783 3.18 -- 0.751 -- -- -- 0.262 5.3 -- -- -- --
269.02 0.764 3.23 -- -- 1.04 -- -- 0.0857 -- 21.77 1283 -- --
309.26 0.821 3.19 -- -- -- -- -- 0.278 -- -- -- -- --

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
1 222.79 temperature 20 720 > th dose dependent rect. 17 16
3 224.00 temperature 20 720 > th dose dependent rect. 17 13
4 224.09 temperature 30 1440 > th dose dependent rect. 18 1
20 224.41 temperature 10 720 > th dose dependent rect. 17 12
23 224.68 humidity 70 720 > th dose independent rect. 19 8
44 226.35 temperature 20 720 > th dose dependent sin 11 NA
54 227.09 humidity 70 720 < th dose independent rect. 19 1
67 227.43 humidity 70 720 < th dose dependent rect. 19 1
102 228.23 humidity 50 1440 < th dose independent rect. 16 1
105 228.47 humidity 50 1440 < th dose dependent rect. 16 1
138 229.23 humidity 50 1440 > th dose independent rect. 16 1
142 229.46 wind 1 90 < th dose independent rect. 4 1
145 229.55 temperature 10 720 > th dose dependent rect. 17 16
152 229.88 temperature 30 1440 < th dose independent rect. 18 5
171 230.19 temperature 30 1440 < th dose independent rect. 18 11
174 230.22 humidity 70 1440 > th dose independent rect. 19 1
188 230.50 temperature 30 1440 < th dose independent rect. 18 2
190 230.53 temperature 30 1440 > th dose independent rect. 18 1
210 230.63 temperature 30 1440 < th dose independent rect. 18 8
212 230.64 temperature 25 1440 > th dose dependent rect. 6 18
235 230.83 temperature 20 1440 > th dose dependent rect. 22 1
265 230.98 temperature 25 1440 > th dose dependent rect. 15 8
276 231.01 temperature 25 1440 > th dose dependent rect. 11 23
282 231.04 temperature 25 1440 > th dose dependent no NA NA
287 231.05 temperature 25 1440 > th dose dependent rect. 20 23
354 231.24 humidity 60 1440 > th dose independent rect. 18 14
367 231.25 temperature 30 720 < th dose dependent rect. 19 8
374 231.25 temperature 25 1440 > th dose dependent rect. 18 23
387 231.31 temperature 25 1440 > th dose dependent rect. 16 3
393 231.32 temperature 30 720 < th dose dependent rect. 17 14
401 231.36 temperature 25 1440 > th dose dependent rect. 16 1
462 231.54 temperature 25 1440 > th dose dependent sin 20 NA
531 231.76 wind 1 90 < th dose dependent rect. 4 1
552 231.82 temperature 30 720 < th dose dependent sin 13 NA
702 232.22 wind 1 90 < th dose independent rect. 1 4
814 232.55 temperature 20 1440 > th dose dependent rect. 7 1
819 232.58 temperature 20 1440 > th dose dependent sin 6 NA
895 232.81 radiation 20 14400 < th dose independent rect. 3 3