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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.

Os05g0441400

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 : 5.41 (0.0407) R2 : 0.486
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.41 (0.0985) R2dC : 0.238 R2C : 0.178
β3 : 2 (0.133) R2dE : 0.277 R2E : 0.135
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.783 (0.0885) R2dN8 : 0.125 R2N8 : 0.00282
σ : 0.756
deviance : 263.76
__
_____
C
peak time of C : 9.88
E
wheather : temperature
threshold : 19.32
memory length : 1361
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
250.49 0.744 5.51 -0.604 1.42 1.94 1.01 -3.03 -0.971 9.62 21.69 1404 -- --
258.44 0.749 5.41 0.124 1.46 2.01 0.847 -- -0.757 9.73 19.46 1341 -- --
253.61 0.742 5.54 -0.749 1.41 2.02 -- -3.78 -1.02 10 22.4 1348 -- --
261.52 0.753 5.41 0.32 1.41 1.85 -- -- -0.712 9.77 20.17 1384 -- --
370.61 0.897 5.56 -0.702 -- 1.9 -- -3.32 -1 -- 21.41 1484 -- --
361.27 0.891 5.31 0.942 1.37 -- 1.23 -- -0.309 9.17 -- -- -- --
366.27 0.896 5.31 0.989 1.36 -- -- -- -0.306 9.38 -- -- -- --
376.47 0.904 5.44 0.329 -- 1.73 -- -- -0.716 -- 20.39 1485 -- --
263.76 0.756 5.41 -- 1.41 2 -- -- -0.783 9.88 19.32 1361 -- --
474.01 1.02 5.35 0.981 -- -- -- -- -0.301 -- -- -- -- --
392.03 0.926 5.33 -- 1.36 -- -- -- -0.416 9.33 -- -- -- --
378.74 0.906 5.45 -- -- 1.91 -- -- -0.779 -- 19.31 1489 -- --
499.41 1.04 5.37 -- -- -- -- -- -0.409 -- -- -- -- --

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
1 249.26 temperature 20 1440 > th dose dependent rect. 11 11
14 249.81 temperature 20 1440 > th dose dependent sin 21 NA
17 249.88 temperature 20 1440 > th dose dependent rect. 5 15
52 250.31 temperature 20 1440 > th dose dependent rect. 15 5
76 250.71 wind 5 43200 < th dose independent rect. 19 22
78 250.74 wind 5 43200 > th dose independent rect. 19 22
99 251.08 wind 5 43200 > th dose dependent rect. 4 18
111 251.19 wind 5 43200 > th dose independent rect. 5 11
122 251.34 wind 5 43200 > th dose dependent rect. 5 11
130 251.42 wind 5 43200 > th dose independent rect. 3 14
154 251.63 wind 5 43200 < th dose independent rect. 5 11
155 251.64 wind 5 43200 > th dose independent rect. 24 17
170 251.75 wind 5 43200 > th dose independent rect. 3 20
179 251.79 wind 5 43200 > th dose dependent rect. 19 23
199 251.85 wind 5 43200 > th dose independent rect. 24 22
207 251.90 wind 5 43200 < th dose independent rect. 24 17
215 251.94 wind 5 43200 > th dose dependent sin 1 NA
227 251.98 wind 5 43200 < th dose independent rect. 2 15
230 251.99 wind 5 43200 > th dose independent sin 1 NA
264 252.11 wind 5 43200 > th dose dependent rect. 10 22
266 252.12 wind 5 43200 > th dose dependent rect. 17 23
268 252.14 wind 5 43200 > th dose independent rect. 8 23
289 252.23 wind 5 43200 > th dose independent no NA NA
343 252.43 wind 5 43200 > th dose dependent no NA NA
356 252.45 temperature 25 1440 > th dose dependent rect. 12 21
373 252.54 wind 5 43200 > th dose independent rect. 13 23
383 252.59 wind 5 43200 > th dose dependent rect. 24 18
388 252.62 wind 5 43200 < th dose independent sin 2 NA
419 252.75 wind 5 43200 < th dose independent rect. 24 22
420 252.76 wind 5 43200 < th dose independent rect. 3 22
465 252.89 wind 5 43200 < th dose independent rect. 5 23
514 253.01 wind 5 43200 < th dose independent no NA NA
520 253.02 wind 5 43200 > th dose dependent rect. 13 23
531 253.06 temperature 20 1440 > th dose dependent no NA NA
539 253.07 wind 5 43200 < th dose independent rect. 7 23
657 253.37 wind 5 43200 < th dose independent rect. 14 23
708 253.47 temperature 20 1440 > th dose dependent rect. 12 2
759 253.59 wind 3 43200 > th dose dependent rect. 20 1
859 253.88 temperature 20 1440 > th dose dependent rect. 15 23