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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.

Os02g0698800

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

Description : WRKY transcription factor 66.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.83 (0.0192) R2 : 0.00243
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0425 (0.0404) R2dN8 : 0.00313 R2N8 : 0.00243
σ : 0.361
deviance : 59.82
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = < th, dose dependency = dose independent, 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
57.22 0.355 2.87 0.167 0.062 -0.773 -0.124 -3.27 0.0321 2.9 6.686 1427 -- --
58.55 0.356 2.83 0.115 0.0431 -0.244 0.0247 -- 0.0439 3.07 4.5 1358 -- --
57.27 0.352 2.87 0.169 0.0611 -0.765 -- -3.22 0.0329 2.75 6.684 1426 -- --
58.45 0.356 2.83 0.119 0.0368 -0.285 -- -- 0.0396 2.9 4.139 1237 -- --
57.49 0.353 2.87 0.171 -- -0.765 -- -3.19 0.035 -- 6.669 1426 -- --
59.42 0.361 2.83 0.0432 0.0749 -- -0.0417 -- 0.0457 2.17 -- -- -- --
59.42 0.361 2.83 0.0445 0.0747 -- -- -- 0.046 2.02 -- -- -- --
58.5 0.356 2.83 0.122 -- -0.301 -- -- 0.0406 -- 3.899 1216 -- --
58.75 0.357 2.83 -- 0.0457 -0.231 -- -- 0.0302 2.8 3.84 1258 -- --
59.76 0.361 2.83 0.0476 -- -- -- -- 0.0478 -- -- -- -- --
59.48 0.361 2.83 -- 0.0755 -- -- -- 0.0411 2.04 -- -- -- --
58.85 0.357 2.83 -- -- -0.248 -- -- 0.0295 -- 3.8 1211 -- --
59.82 0.361 2.83 -- -- -- -- -- 0.0425 -- -- -- -- --

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 51.72 temperature 20.0 10 < th dose independent rect. 8 2
7 51.72 temperature 20.0 10 < th dose dependent rect. 8 2
108 53.99 radiation 10.0 1440 < th dose dependent rect. 21 1
112 54.00 temperature 10.0 1440 > th dose independent rect. 21 1
115 54.00 temperature 30.0 1440 < th dose independent rect. 21 1
119 54.00 humidity 50.0 1440 > th dose independent rect. 21 1
125 54.00 atmosphere 995.0 1440 > th dose independent rect. 21 1
126 54.00 radiation 1.0 1440 < th dose independent rect. 21 1
146 54.00 temperature 10.0 1440 > th dose independent rect. 22 23
159 54.06 temperature 25.0 30 > th dose independent rect. 20 1
160 54.06 radiation 40.0 14400 < th dose dependent rect. 21 1
173 54.10 atmosphere 1005.0 30 > th dose dependent rect. 20 1
179 54.13 temperature 20.0 30 > th dose dependent rect. 20 1
185 54.16 wind 3.0 30 > th dose independent rect. 20 1
186 54.16 humidity 90.0 30 < th dose independent rect. 20 1
187 54.17 humidity 80.0 30 > th dose independent rect. 20 1
193 54.19 atmosphere 1005.0 30 > th dose independent rect. 20 1
199 54.23 wind 5.0 30 < th dose independent rect. 20 1
203 54.24 wind 1.0 30 > th dose dependent rect. 20 1
206 54.25 temperature 10.0 30 > th dose independent rect. 20 1
208 54.25 temperature 30.0 30 < th dose independent rect. 20 1
209 54.25 humidity 50.0 30 > th dose independent rect. 20 1
213 54.25 atmosphere 1010.0 30 < th dose independent rect. 20 1
215 54.25 radiation 1.0 30 < th dose independent rect. 20 1
220 54.25 precipitation 0.1 30 < th dose independent rect. 20 1
221 54.25 temperature 10.0 30 > th dose independent rect. 21 23
222 54.25 radiation 1.0 30 < th dose dependent rect. 20 1
227 54.25 precipitation 0.1 30 < th dose dependent rect. 20 1
230 54.27 humidity 50.0 30 > th dose dependent rect. 20 1
231 54.29 wind 5.0 10 > th dose independent rect. 8 1
236 54.29 wind 5.0 10 > th dose dependent rect. 8 1
238 54.29 wind 9.0 30 < th dose dependent rect. 20 1
251 54.41 humidity 90.0 30 < th dose dependent rect. 20 1
264 54.50 atmosphere 1015.0 30 < th dose dependent rect. 20 1
265 54.51 wind 9.0 1440 < th dose independent rect. 21 1
271 54.58 wind 9.0 30 < th dose independent rect. 21 23
275 54.70 temperature 30.0 30 < th dose dependent rect. 20 1
337 55.49 humidity 80.0 90 < th dose dependent rect. 6 1
342 55.66 wind 3.0 90 > th dose dependent rect. 6 1
348 55.83 humidity 80.0 90 < th dose independent rect. 6 1
353 55.92 wind 7.0 720 > th dose independent rect. 15 1
356 55.97 wind 7.0 1440 > th dose dependent rect. 12 1
369 56.17 wind 7.0 1440 < th dose independent rect. 15 1
370 56.23 wind 9.0 720 > th dose independent rect. 12 1
378 56.38 wind 7.0 720 > th dose dependent rect. 15 1
380 56.40 wind 3.0 90 > th dose independent rect. 6 1
385 56.46 wind 3.0 270 > th dose independent rect. 20 1
386 56.46 humidity 90.0 30 < th dose independent rect. 20 4
390 56.48 humidity 80.0 270 < th dose dependent rect. 4 3
391 56.49 humidity 80.0 270 < th dose independent rect. 4 3
395 56.56 wind 7.0 1440 < th dose independent rect. 12 1
400 56.65 wind 5.0 10 > th dose independent rect. 1 8
401 56.66 wind 5.0 10 > th dose independent rect. 3 6
420 56.77 wind 9.0 720 > th dose independent rect. 12 4
422 56.79 wind 5.0 1440 > th dose dependent rect. 11 3
425 56.81 wind 7.0 1440 < th dose independent rect. 10 7
432 56.85 temperature 15.0 720 < th dose independent rect. 23 1
446 56.85 temperature 15.0 720 < th dose dependent rect. 23 1
472 56.91 wind 7.0 1440 > th dose independent rect. 10 7
483 56.95 wind 5.0 1440 > th dose dependent rect. 10 6
503 56.99 wind 5.0 10 > th dose dependent rect. 1 8
516 57.01 atmosphere 1010.0 10 > th dose dependent rect. 10 1
519 57.01 wind 5.0 10 > th dose dependent rect. 4 5
526 57.02 temperature 20.0 10 > th dose independent rect. 24 20
584 57.05 atmosphere 1005.0 30 > th dose independent rect. 20 4
588 57.05 wind 1.0 1440 < th dose dependent rect. 24 1
595 57.06 wind 5.0 1440 > th dose dependent rect. 5 11
602 57.08 wind 7.0 1440 < th dose independent sin 0 NA
615 57.08 atmosphere 1000.0 270 > th dose dependent rect. 19 2
626 57.09 wind 7.0 1440 < th dose independent rect. 5 15
640 57.10 wind 3.0 30 > th dose independent rect. 20 12
656 57.11 humidity 80.0 270 > th dose independent rect. 20 1
668 57.11 wind 5.0 1440 > th dose dependent sin 1 NA
703 57.13 wind 7.0 720 < th dose independent rect. 21 23
707 57.13 wind 5.0 1440 > th dose dependent rect. 10 10
738 57.16 atmosphere 995.0 10 > th dose dependent rect. 20 4
741 57.16 wind 5.0 1440 > th dose dependent rect. 5 15
743 57.17 atmosphere 1005.0 270 > th dose independent rect. 19 2
746 57.17 wind 7.0 1440 < th dose independent rect. 15 23
755 57.18 wind 7.0 1440 > th dose independent sin 0 NA
822 57.23 wind 1.0 30 > th dose independent rect. 20 4
830 57.23 wind 7.0 1440 > th dose independent rect. 15 23
831 57.23 atmosphere 995.0 30 > th dose independent rect. 21 23
854 57.24 wind 1.0 270 > th dose dependent rect. 20 1
907 57.27 temperature 10.0 10 > th dose dependent rect. 24 20
946 57.29 wind 7.0 1440 < th dose independent rect. 18 23
947 57.29 precipitation 0.1 30 < th dose independent rect. 21 23
954 57.29 wind 5.0 1440 > th dose dependent rect. 15 23
956 57.29 precipitation 0.1 30 < th dose dependent rect. 21 23
983 57.30 wind 5.0 1440 > th dose dependent rect. 18 22
995 57.31 wind 7.0 1440 < th dose independent rect. 10 19