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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.

Os05g0200700

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.85 (0.045) R2 : 0.777
β1 : -- (--) R2dD : -- R2D : --
β2 : 3.73 (0.11) R2dC : 0.577 R2C : 0.66
β3 : 2.15 (0.147) R2dE : 0.108 R2E : 0.194
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.415 (0.0945) R2dN8 : 0.012 R2N8 : 0.00494
σ : 0.843
deviance : 327.95
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_____
C
peak time of C : 22.3
E
wheather : radiation
threshold : 2.775
memory length : 16
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 20.5
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = < th, dose dependency = dose dependent, type of G = sin)

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
325.15 0.847 5.85 0.259 3.71 2.11 0.687 -0.806 0.444 22.2 2.678 20 20.9 --
325.25 0.84 5.85 0.261 3.72 2.14 0.544 -- 0.442 22.3 2.77 16 20.5 --
326.29 0.841 5.85 0.23 3.73 2.16 -- -0.628 0.436 22.3 2.756 18 20.5 --
326.44 0.841 5.85 0.242 3.73 2.13 -- -- 0.436 22.3 2.697 16 20.5 --
417.58 0.952 5.73 0.305 -- 3.78 -- 0.905 0.484 -- 17.07 4 6.76 --
427.11 0.969 5.85 0.225 4.06 -- 0.534 -- 0.38 23.2 -- -- -- --
428.33 0.969 5.85 0.203 4.06 -- -- -- 0.378 23.2 -- -- -- --
411.09 0.944 5.75 0.221 -- 3.92 -- -- 0.425 -- 39.35 4 6.85 --
327.95 0.843 5.85 -- 3.73 2.15 -- -- 0.415 22.3 2.775 16 20.5 --
1459.4 1.79 5.76 0.303 -- -- -- -- 0.415 -- -- -- -- --
429.41 0.969 5.86 -- 4.06 -- -- -- 0.355 23.2 -- -- -- --
412.37 0.946 5.76 -- -- 3.92 -- -- 0.4 -- 39.69 4 6.84 --
1461.82 1.78 5.76 -- -- -- -- -- 0.381 -- -- -- -- --

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
1 319.43 radiation 40.0 30 < th dose dependent rect. 14 15
9 327.94 radiation 20.0 30 < th dose independent rect. 14 15
11 329.23 radiation 1.0 30 < th dose dependent sin 3 NA
12 329.28 atmosphere 995.0 30 > th dose independent rect. 15 14
17 330.70 radiation 20.0 30 < th dose independent rect. 12 17
19 331.33 radiation 1.0 30 > th dose independent rect. 5 10
30 331.34 radiation 1.0 10 < th dose independent sin 2 NA
35 332.51 radiation 1.0 10 > th dose independent sin 2 NA
86 336.07 precipitation 0.1 30 < th dose independent rect. 5 10
87 336.07 precipitation 0.1 30 < th dose dependent rect. 5 10
88 336.21 temperature 10.0 30 > th dose independent rect. 5 10
90 336.21 atmosphere 995.0 30 > th dose independent rect. 5 10
91 336.21 atmosphere 1015.0 30 < th dose independent rect. 5 10
92 336.21 temperature 10.0 30 > th dose independent rect. 15 14
96 337.53 wind 9.0 30 < th dose independent rect. 15 14
99 338.00 wind 9.0 30 < th dose independent rect. 5 10
111 339.62 radiation 1.0 30 < th dose independent rect. 1 18
112 339.76 humidity 80.0 30 > th dose dependent rect. 1 4
123 341.03 precipitation 0.1 30 < th dose independent rect. 15 14
124 341.03 precipitation 0.1 30 < th dose dependent rect. 15 14
129 341.46 atmosphere 1015.0 30 < th dose independent rect. 15 14
130 341.53 radiation 1.0 30 < th dose dependent rect. 2 17
145 342.93 temperature 20.0 30 > th dose independent rect. 3 2
165 344.12 temperature 15.0 90 > th dose dependent rect. 3 1
186 345.72 wind 9.0 30 < th dose dependent rect. 15 14
190 345.97 wind 3.0 30 < th dose dependent rect. 3 2
191 346.15 humidity 90.0 30 > th dose independent rect. 3 2
199 346.55 humidity 80.0 30 > th dose independent rect. 1 4
235 348.63 radiation 1.0 10 < th dose independent rect. 2 12
250 348.91 temperature 15.0 30 > th dose dependent rect. 1 4
251 348.94 wind 9.0 30 < th dose dependent rect. 5 10
252 348.99 radiation 1.0 30 < th dose dependent rect. 3 11
268 349.31 atmosphere 1015.0 30 < th dose dependent rect. 2 3
292 350.13 radiation 1.0 10 < th dose independent rect. 2 4
301 350.23 humidity 50.0 30 > th dose independent rect. 15 14
311 350.30 wind 3.0 30 < th dose dependent rect. 1 4
321 350.58 radiation 20.0 30 < th dose dependent rect. 8 21
328 350.78 radiation 1.0 10 < th dose independent rect. 2 6
359 351.46 radiation 1.0 30 < th dose dependent rect. 2 4
369 351.66 radiation 1.0 30 < th dose dependent rect. 2 6
405 352.18 wind 9.0 30 < th dose independent rect. 3 2
406 352.18 temperature 10.0 30 > th dose independent rect. 3 2
408 352.18 temperature 30.0 30 < th dose independent rect. 3 2
409 352.18 humidity 50.0 30 > th dose independent rect. 3 2
412 352.18 atmosphere 995.0 30 > th dose independent rect. 3 2
413 352.18 atmosphere 1010.0 30 < th dose independent rect. 3 2
420 352.18 temperature 10.0 30 > th dose independent rect. 5 22
477 353.07 wind 9.0 30 < th dose independent rect. 5 22
478 353.11 precipitation 0.1 30 < th dose independent rect. 3 2
480 353.11 precipitation 0.1 30 < th dose dependent rect. 3 2
504 353.51 precipitation 0.1 30 < th dose independent rect. 5 22
505 353.51 precipitation 0.1 30 < th dose dependent rect. 5 22
515 353.68 radiation 10.0 30 < th dose independent rect. 10 19
552 354.47 radiation 10.0 10 < th dose dependent rect. 6 23
623 355.08 humidity 50.0 30 > th dose dependent rect. 15 14
689 355.66 radiation 10.0 10 < th dose dependent rect. 21 23
738 356.01 radiation 1.0 10 < th dose independent rect. 21 23
750 356.24 humidity 50.0 30 > th dose independent rect. 5 10
895 359.23 temperature 10.0 1440 > th dose independent rect. 5 11
898 359.23 temperature 10.0 1440 > th dose independent rect. 16 13
956 360.13 radiation 10.0 10 < th dose dependent rect. 10 22
963 360.40 wind 1.0 90 > th dose independent rect. 3 1
966 360.51 radiation 10.0 10 < th dose dependent rect. 12 20
995 361.03 radiation 10.0 10 < th dose dependent rect. 15 23