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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.

Os10g0122000

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

Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.11 (0.0438) R2 : 0.00453
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.133 (0.0923) R2dN8 : 0.00585 R2N8 : 0.00453
σ : 0.825
deviance : 312.78
__
_____
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 = 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
298.27 0.811 4.8 3.77 0.193 202 -0.815 424 0.156 10.1 15.07 633 -- --
308.64 0.825 3.1 0.146 0.199 -0.0635 -0.612 -- 0.146 9.15 14.55 1887 -- --
299.7 0.806 4.59 3.32 0.231 207 -- 435 0.146 8.52 14.94 633 -- --
306.22 0.815 3.08 0.309 0.208 0.445 -- -- 0.231 7.79 78.39 3253 -- --
302.29 0.81 4.5 3.08 -- 207 -- 437 0.148 -- 14.91 633 -- --
308.65 0.824 3.1 0.149 0.199 -- -0.62 -- 0.146 9.18 -- -- -- --
309.8 0.824 3.1 0.124 0.216 -- -- -- 0.144 8.09 -- -- -- --
308.07 0.817 3.08 0.36 -- 0.5 -- -- 0.245 -- 84.42 4980 -- --
308.25 0.818 3.09 -- 0.219 0.287 -- -- 0.175 7.69 88.94 4235 -- --
312.36 0.826 3.1 0.126 -- -- -- -- 0.147 -- -- -- -- --
310.21 0.824 3.1 -- 0.217 -- -- -- 0.13 8.04 -- -- -- --
310.57 0.821 3.1 -- -- 0.316 -- -- 0.18 -- 93.81 3470 -- --
312.78 0.825 3.11 -- -- -- -- -- 0.133 -- -- -- -- --

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
1 281.86 temperature 20.0 10 < th dose independent rect. 8 2
7 281.86 temperature 20.0 10 < th dose dependent rect. 8 2
19 282.90 temperature 15.0 720 < th dose independent rect. 23 1
31 282.90 temperature 15.0 720 < th dose dependent rect. 23 1
64 284.42 atmosphere 1010.0 10 > th dose dependent rect. 10 1
116 286.08 temperature 20.0 270 < th dose dependent rect. 6 1
133 288.04 radiation 1.0 43200 < th dose dependent rect. 3 1
146 288.65 wind 1.0 30 > th dose dependent rect. 2 1
147 288.81 wind 1.0 10 < th dose dependent rect. 2 1
151 289.59 wind 5.0 30 > th dose dependent rect. 12 1
155 290.07 wind 5.0 30 > th dose independent rect. 12 1
182 290.47 temperature 25.0 30 < th dose dependent rect. 2 1
184 290.73 wind 1.0 10 > th dose dependent rect. 12 1
185 290.76 atmosphere 1005.0 90 > th dose dependent rect. 1 2
187 290.89 humidity 90.0 10 > th dose dependent rect. 2 1
190 291.03 wind 1.0 10 < th dose independent rect. 1 2
196 291.34 temperature 25.0 90 > th dose independent rect. 1 2
200 291.38 temperature 20.0 10 > th dose dependent rect. 2 1
202 291.41 temperature 25.0 90 > th dose dependent rect. 1 2
205 291.47 wind 9.0 1440 < th dose independent rect. 3 1
206 291.47 temperature 10.0 1440 > th dose independent rect. 3 1
209 291.47 temperature 30.0 1440 < th dose independent rect. 3 1
213 291.47 humidity 50.0 1440 > th dose independent rect. 3 1
222 291.47 atmosphere 995.0 1440 > th dose independent rect. 3 1
223 291.47 radiation 1.0 1440 < th dose independent rect. 3 1
243 291.47 temperature 10.0 1440 > th dose independent rect. 4 23
246 291.47 radiation 1.0 1440 < th dose dependent rect. 3 1
266 291.72 atmosphere 1005.0 30 > th dose independent rect. 2 1
280 291.95 wind 1.0 30 > th dose independent rect. 2 1
282 291.97 atmosphere 995.0 30 > th dose independent rect. 3 23
283 291.97 precipitation 0.1 30 < th dose independent rect. 3 23
284 291.97 precipitation 0.1 30 < th dose dependent rect. 3 23
286 292.04 wind 9.0 30 < th dose independent rect. 2 1
287 292.04 temperature 10.0 30 > th dose independent rect. 2 1
289 292.04 temperature 30.0 30 < th dose independent rect. 2 1
290 292.04 humidity 50.0 30 > th dose independent rect. 2 1
294 292.04 atmosphere 995.0 30 > th dose independent rect. 2 1
296 292.04 atmosphere 1010.0 30 < th dose independent rect. 2 1
298 292.04 radiation 1.0 30 < th dose independent rect. 2 1
303 292.04 precipitation 0.1 30 < th dose independent rect. 2 1
304 292.04 temperature 10.0 30 > th dose independent rect. 3 23
307 292.04 radiation 1.0 30 < th dose dependent rect. 2 1
312 292.04 precipitation 0.1 30 < th dose dependent rect. 2 1
317 292.13 humidity 50.0 30 > th dose dependent rect. 2 1
324 292.19 atmosphere 1015.0 30 < th dose dependent rect. 2 1
351 292.26 radiation 40.0 30 > th dose independent rect. 12 1
353 292.26 wind 9.0 30 < th dose dependent rect. 2 1
360 292.31 humidity 60.0 30 > th dose independent rect. 12 1
368 292.40 wind 3.0 270 > th dose independent rect. 6 1
370 292.41 temperature 25.0 30 > th dose dependent rect. 12 1
371 292.45 humidity 70.0 30 < th dose independent rect. 12 1
372 292.46 radiation 30.0 30 > th dose dependent rect. 12 1
376 292.53 radiation 10.0 30 > th dose dependent rect. 12 1
379 292.55 atmosphere 1005.0 30 > th dose independent rect. 12 1
381 292.56 temperature 25.0 30 > th dose independent rect. 12 1
397 292.74 atmosphere 1010.0 30 < th dose independent rect. 12 1
407 292.77 atmosphere 1000.0 30 > th dose dependent rect. 12 1
415 292.90 humidity 50.0 30 > th dose dependent rect. 12 1
417 292.91 wind 9.0 30 < th dose independent rect. 13 23
425 293.03 wind 9.0 10 < th dose independent rect. 3 23
427 293.04 temperature 10.0 1440 > th dose independent rect. 13 1
431 293.04 atmosphere 995.0 1440 > th dose independent rect. 13 1
434 293.04 temperature 10.0 1440 > th dose independent rect. 14 23
444 293.17 temperature 30.0 30 < th dose independent rect. 12 1
447 293.18 wind 9.0 30 < th dose independent rect. 12 1
448 293.18 temperature 10.0 30 > th dose independent rect. 12 1
453 293.18 precipitation 0.1 30 < th dose independent rect. 12 1
454 293.18 temperature 10.0 30 > th dose independent rect. 13 23
455 293.18 precipitation 0.1 30 < th dose dependent rect. 12 1
468 293.40 humidity 90.0 30 < th dose independent rect. 12 1
480 293.58 radiation 20.0 10 < th dose independent rect. 9 2
506 293.95 atmosphere 1015.0 30 < th dose dependent rect. 12 1
509 293.98 temperature 25.0 10 > th dose independent rect. 14 19
510 293.98 atmosphere 995.0 30 > th dose dependent rect. 9 7
518 294.20 temperature 25.0 10 > th dose independent rect. 14 22
522 294.22 temperature 25.0 10 > th dose independent rect. 16 17
525 294.27 wind 9.0 30 < th dose dependent rect. 12 1
541 294.41 humidity 90.0 30 < th dose dependent rect. 12 1
546 294.48 humidity 90.0 10 > th dose independent rect. 24 3
548 294.56 atmosphere 995.0 270 > th dose dependent rect. 22 15
563 294.73 wind 1.0 10 > th dose independent rect. 16 17
566 294.77 temperature 25.0 10 < th dose independent rect. 24 3
589 295.07 wind 1.0 10 > th dose independent rect. 13 23
597 295.21 temperature 10.0 30 > th dose dependent rect. 3 6
598 295.22 atmosphere 1010.0 270 > th dose independent rect. 5 3
607 295.25 atmosphere 1010.0 270 > th dose independent rect. 5 1
639 295.59 humidity 80.0 10 > th dose dependent rect. 24 3
640 295.60 atmosphere 1010.0 90 > th dose independent rect. 8 1
641 295.60 atmosphere 1010.0 10 > th dose independent rect. 9 1
708 295.72 atmosphere 995.0 30 > th dose dependent rect. 9 18
710 295.73 humidity 60.0 30 > th dose independent rect. 9 18
712 295.76 radiation 40.0 10 < th dose independent rect. 3 22
714 295.76 temperature 15.0 270 > th dose dependent rect. 3 5
727 295.87 wind 5.0 10 < th dose independent rect. 3 9
730 295.92 humidity 60.0 90 > th dose independent rect. 11 16
773 296.14 wind 7.0 270 < th dose independent rect. 13 9
774 296.14 temperature 15.0 720 < th dose dependent sin 16 NA
781 296.18 wind 1.0 30 < th dose independent rect. 9 18
782 296.18 wind 1.0 10 > th dose independent rect. 14 19
797 296.28 humidity 60.0 270 > th dose independent rect. 22 15
801 296.30 atmosphere 1010.0 270 < th dose independent rect. 3 6
810 296.34 temperature 25.0 10 < th dose independent rect. 20 15
811 296.34 temperature 30.0 10 < th dose independent rect. 3 23
814 296.35 wind 3.0 270 > th dose dependent rect. 6 1
818 296.36 atmosphere 1005.0 10 > th dose independent rect. 9 7
820 296.36 temperature 15.0 720 < th dose dependent rect. 1 1
854 296.47 radiation 40.0 90 < th dose independent rect. 3 6
859 296.50 wind 9.0 30 < th dose independent rect. 3 6
860 296.50 temperature 10.0 30 > th dose independent rect. 3 6
862 296.50 temperature 30.0 30 < th dose independent rect. 3 6
863 296.50 humidity 50.0 30 > th dose independent rect. 3 6
865 296.50 atmosphere 995.0 30 > th dose independent rect. 3 6
866 296.50 atmosphere 1015.0 30 < th dose independent rect. 3 6
869 296.50 temperature 10.0 30 > th dose independent rect. 9 18
870 296.50 humidity 50.0 30 > th dose independent rect. 3 23
872 296.53 atmosphere 995.0 30 > th dose independent rect. 9 18
874 296.54 precipitation 0.1 30 < th dose independent rect. 3 6
875 296.54 precipitation 0.1 30 < th dose dependent rect. 3 6
884 296.60 precipitation 0.1 30 < th dose independent rect. 9 18
885 296.60 precipitation 0.1 30 < th dose dependent rect. 9 18
890 296.64 temperature 20.0 270 > th dose independent rect. 3 6
906 296.71 wind 1.0 270 > th dose independent rect. 13 9
914 296.76 temperature 10.0 1440 > th dose independent rect. 4 6
917 296.76 atmosphere 995.0 1440 > th dose independent rect. 4 6
918 296.76 atmosphere 1015.0 1440 < th dose independent rect. 4 6
919 296.76 temperature 10.0 1440 > th dose independent rect. 10 18
922 296.76 temperature 30.0 30 < th dose independent rect. 9 18
924 296.76 atmosphere 995.0 30 > th dose dependent rect. 9 9
943 296.80 temperature 25.0 10 < th dose independent rect. 18 17
958 296.85 atmosphere 995.0 270 > th dose independent rect. 13 9
959 296.85 humidity 60.0 10 > th dose independent rect. 12 15
962 296.88 temperature 15.0 720 < th dose dependent sin 5 NA
965 296.90 humidity 50.0 1440 > th dose independent rect. 4 6
983 296.97 temperature 20.0 90 > th dose independent rect. 23 4
984 296.97 wind 9.0 30 < th dose independent rect. 9 18
987 297.00 atmosphere 1000.0 30 > th dose dependent rect. 9 5