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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.

Os02g0803900

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

Description : Similar to UDP-glycosyltransferase 91D1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.21 (0.0218) R2 : 0.00865
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0916 (0.0459) R2dN8 : 0.0112 R2N8 : 0.00865
σ : 0.411
deviance : 77.43
__
_____
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 = humidity, 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
73.27 0.402 3.22 0.0979 0.188 -0.189 -0.419 -0.956 0.0603 6 50.04 5836 -- --
74.18 0.401 3.23 0.0296 0.215 -0.267 -0.435 -- -0.0213 5.8 70.08 4634 -- --
73.67 0.4 3.22 0.0919 0.188 -0.184 -- -0.977 0.0596 6.09 34.74 5913 -- --
74.62 0.402 3.23 0.0278 0.217 -0.273 -- -- -0.0235 5.89 70.9 4695 -- --
75.45 0.405 3.22 0.0937 -- -0.2 -- -0.921 0.0645 -- 38.84 5702 -- --
75.17 0.406 3.21 0.000966 0.19 -- -0.424 -- 0.086 5.94 -- -- -- --
75.61 0.407 3.2 -0.00237 0.188 -- -- -- 0.0877 6.03 -- -- -- --
76.58 0.408 3.23 0.033 -- -0.239 -- -- -0.00643 -- 72.27 5584 -- --
74.64 0.402 3.23 -- 0.221 -0.269 -- -- -0.0221 5.93 70 4710 -- --
77.43 0.411 3.21 0.00308 -- -- -- -- 0.0919 -- -- -- -- --
75.61 0.407 3.2 -- 0.188 -- -- -- 0.0879 6.03 -- -- -- --
76.6 0.408 3.23 -- -- -0.235 -- -- -0.00459 -- 70 5583 -- --
77.43 0.411 3.21 -- -- -- -- -- 0.0916 -- -- -- -- --

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 63.01 temperature 20.0 30 > th dose dependent rect. 2 1
2 63.10 atmosphere 1005.0 30 > th dose dependent rect. 2 1
3 63.11 temperature 20.0 30 > th dose independent rect. 2 1
4 63.14 atmosphere 1005.0 30 > th dose independent rect. 2 1
10 63.27 wind 3.0 30 < th dose dependent rect. 2 1
12 63.29 wind 3.0 30 < th dose independent rect. 2 1
15 63.36 humidity 80.0 30 > th dose independent rect. 2 1
19 63.41 temperature 10.0 30 > th dose independent rect. 2 1
21 63.41 temperature 30.0 30 < th dose independent rect. 2 1
22 63.41 humidity 50.0 30 > th dose independent rect. 2 1
26 63.41 atmosphere 1010.0 30 < th dose independent rect. 2 1
28 63.41 radiation 1.0 30 < th dose independent rect. 2 1
33 63.41 precipitation 0.1 30 < th dose independent rect. 2 1
34 63.41 temperature 10.0 30 > th dose independent rect. 3 23
35 63.41 humidity 50.0 30 > th dose dependent rect. 2 1
38 63.41 radiation 1.0 30 < th dose dependent rect. 2 1
43 63.41 precipitation 0.1 30 < th dose dependent rect. 2 1
49 63.86 atmosphere 1015.0 30 < th dose dependent rect. 2 1
50 64.06 temperature 30.0 30 < th dose dependent rect. 2 1
52 64.21 wind 1.0 30 > th dose independent rect. 2 1
54 64.30 radiation 10.0 43200 < th dose dependent rect. 3 1
56 64.35 radiation 1.0 4320 < th dose dependent rect. 3 1
66 64.40 wind 9.0 1440 < th dose independent rect. 3 1
67 64.40 temperature 10.0 1440 > th dose independent rect. 3 1
70 64.40 temperature 30.0 1440 < th dose independent rect. 3 1
74 64.40 humidity 50.0 1440 > th dose independent rect. 3 1
83 64.40 atmosphere 995.0 1440 > th dose independent rect. 3 1
84 64.40 radiation 1.0 1440 < th dose independent rect. 3 1
104 64.40 temperature 10.0 1440 > th dose independent rect. 4 23
162 65.51 atmosphere 1000.0 30 > th dose independent rect. 3 23
171 66.13 precipitation 0.1 30 < th dose independent rect. 3 23
172 66.13 precipitation 0.1 30 < th dose dependent rect. 3 23
175 66.45 wind 9.0 30 < th dose independent rect. 3 23
189 67.89 humidity 50.0 30 > th dose independent rect. 3 23
238 69.60 temperature 25.0 30 > th dose dependent rect. 22 1
239 69.63 wind 9.0 1440 < th dose independent rect. 23 1
240 69.63 temperature 10.0 1440 > th dose independent rect. 23 1
243 69.63 temperature 30.0 1440 < th dose independent rect. 23 1
247 69.63 humidity 50.0 1440 > th dose independent rect. 23 1
257 69.63 atmosphere 995.0 1440 > th dose independent rect. 23 1
258 69.63 radiation 1.0 1440 < th dose independent rect. 23 1
278 69.63 temperature 10.0 1440 > th dose independent rect. 24 23
281 69.63 radiation 1.0 1440 < th dose dependent rect. 23 1
286 69.64 humidity 90.0 30 < th dose independent rect. 22 1
288 69.66 temperature 25.0 30 > th dose independent rect. 22 1
290 69.71 humidity 90.0 90 < th dose independent rect. 2 1
291 69.71 humidity 90.0 30 < th dose dependent rect. 22 1
292 69.72 atmosphere 1005.0 30 > th dose dependent rect. 22 1
298 69.77 atmosphere 1005.0 30 > th dose independent rect. 22 1
306 69.84 precipitation 0.1 30 < th dose independent rect. 22 1
307 69.84 precipitation 0.1 30 < th dose dependent rect. 22 1
308 69.85 wind 3.0 30 < th dose independent rect. 22 1
313 69.87 temperature 10.0 30 > th dose independent rect. 22 1
315 69.87 temperature 30.0 30 < th dose independent rect. 22 1
316 69.87 humidity 50.0 30 > th dose independent rect. 22 1
320 69.87 atmosphere 1010.0 30 < th dose independent rect. 22 1
322 69.87 radiation 1.0 30 < th dose independent rect. 22 1
327 69.87 temperature 10.0 30 > th dose independent rect. 23 23
328 69.87 wind 7.0 30 < th dose dependent rect. 22 1
330 69.87 radiation 1.0 30 < th dose dependent rect. 22 1
335 69.88 wind 1.0 30 > th dose independent rect. 22 1
340 69.95 humidity 50.0 30 > th dose dependent rect. 22 1
344 70.00 wind 1.0 30 > th dose dependent rect. 22 1
354 70.11 atmosphere 995.0 720 > th dose independent rect. 23 16
355 70.11 atmosphere 1015.0 30 < th dose dependent rect. 22 1
356 70.13 temperature 30.0 30 < th dose independent rect. 3 23
361 70.28 wind 9.0 30 < th dose independent rect. 23 23
362 70.29 precipitation 0.1 720 < th dose independent rect. 15 8
364 70.29 precipitation 0.1 720 < th dose dependent rect. 15 8
367 70.39 temperature 30.0 30 < th dose dependent rect. 22 1
371 70.43 temperature 10.0 720 > th dose independent rect. 15 8
372 70.43 temperature 10.0 720 > th dose independent rect. 23 16
376 70.51 humidity 50.0 720 > th dose independent rect. 3 8
383 70.56 temperature 10.0 720 > th dose independent rect. 3 8
384 70.56 atmosphere 995.0 720 > th dose independent rect. 3 8
385 70.56 temperature 10.0 720 > th dose independent rect. 11 16
396 70.74 precipitation 0.1 720 < th dose independent rect. 11 16
398 70.74 precipitation 0.1 720 < th dose dependent rect. 11 16
404 70.82 wind 9.0 720 < th dose independent rect. 3 8
411 70.87 atmosphere 995.0 720 > th dose independent rect. 15 8
434 70.96 atmosphere 995.0 720 > th dose independent rect. 11 16
441 70.97 humidity 80.0 10 < th dose independent rect. 6 2
444 70.99 radiation 10.0 30 > th dose independent rect. 7 1
451 71.05 radiation 10.0 30 < th dose independent rect. 3 23
470 71.27 humidity 80.0 10 < th dose independent rect. 23 9
483 71.35 humidity 90.0 90 < th dose independent rect. 2 3
499 71.45 atmosphere 1015.0 30 < th dose independent rect. 3 23
504 71.49 radiation 10.0 10 < th dose dependent rect. 3 23
536 71.67 radiation 10.0 10 > th dose independent rect. 16 16
561 71.86 wind 9.0 720 < th dose independent rect. 15 8
567 71.87 wind 1.0 10 < th dose independent rect. 11 16
579 71.93 precipitation 0.1 720 < th dose independent rect. 3 8
581 71.93 precipitation 0.1 720 < th dose dependent rect. 3 8
585 71.97 wind 1.0 10 > th dose independent rect. 8 23
590 71.98 humidity 50.0 30 > th dose dependent rect. 3 23
592 72.00 temperature 10.0 30 > th dose dependent rect. 3 23
617 72.14 precipitation 0.1 720 < th dose independent rect. 23 16
619 72.14 precipitation 0.1 720 < th dose dependent rect. 23 16
632 72.19 wind 3.0 30 < th dose dependent rect. 2 6
643 72.30 atmosphere 995.0 30 > th dose independent rect. 23 23
649 72.31 temperature 25.0 720 > th dose dependent rect. 3 5
670 72.32 radiation 40.0 720 < th dose independent rect. 15 8
681 72.34 wind 1.0 10 < th dose independent rect. 8 19
686 72.35 wind 1.0 10 < th dose independent rect. 6 21
689 72.36 atmosphere 1015.0 720 < th dose independent rect. 3 8
712 72.44 humidity 50.0 720 > th dose independent rect. 23 16
752 72.50 radiation 40.0 10 < th dose dependent rect. 14 12
754 72.51 temperature 25.0 720 > th dose independent rect. 3 6
755 72.51 radiation 10.0 10 < th dose independent rect. 14 12
759 72.52 atmosphere 1000.0 10 > th dose independent rect. 16 10
787 72.53 humidity 80.0 14400 < th dose dependent rect. 3 6
793 72.55 wind 1.0 30 > th dose independent rect. 3 23
794 72.56 wind 1.0 10 > th dose independent rect. 23 8
819 72.60 wind 1.0 10 > th dose independent rect. 23 23
820 72.60 radiation 20.0 10 < th dose dependent rect. 14 12
828 72.62 atmosphere 995.0 720 > th dose independent rect. 15 16
833 72.63 atmosphere 1000.0 10 > th dose independent rect. 14 12
835 72.64 atmosphere 995.0 720 > th dose independent rect. 7 8
837 72.65 atmosphere 1000.0 30 > th dose independent rect. 8 23
838 72.65 wind 9.0 720 < th dose dependent rect. 2 1
850 72.66 wind 1.0 720 > th dose independent rect. 15 8
887 72.70 atmosphere 995.0 720 > th dose independent rect. 3 16
889 72.70 humidity 90.0 10 < th dose dependent rect. 7 1
900 72.72 wind 1.0 10 > th dose independent rect. 16 15
903 72.72 humidity 80.0 14400 < th dose dependent rect. 21 13
905 72.73 humidity 50.0 30 > th dose independent rect. 16 10
906 72.73 precipitation 0.1 720 < th dose independent rect. 15 16
908 72.73 precipitation 0.1 720 < th dose dependent rect. 15 16
912 72.75 wind 9.0 720 < th dose independent rect. 19 8
914 72.75 precipitation 0.1 10 < th dose independent rect. 2 14
916 72.75 wind 3.0 30 < th dose dependent rect. 2 11
919 72.75 precipitation 0.1 10 < th dose dependent rect. 2 14
930 72.77 wind 9.0 30 < th dose dependent rect. 3 23
931 72.77 atmosphere 995.0 30 > th dose dependent rect. 3 23
934 72.78 wind 9.0 10 < th dose independent rect. 2 14
937 72.79 precipitation 0.1 720 < th dose independent rect. 19 8
938 72.79 temperature 10.0 1440 > th dose independent rect. 17 10
941 72.79 radiation 30.0 1440 < th dose independent rect. 17 10
947 72.79 temperature 10.0 1440 > th dose independent rect. 3 14
953 72.79 precipitation 0.1 720 < th dose dependent rect. 19 8
957 72.80 temperature 10.0 10 > th dose independent rect. 16 10
959 72.80 temperature 10.0 10 > th dose independent rect. 2 14
961 72.80 atmosphere 1015.0 10 < th dose independent rect. 2 14
971 72.83 wind 1.0 10 > th dose independent sin 16 NA
974 72.83 wind 9.0 10 < th dose independent rect. 16 10
979 72.84 precipitation 0.1 10 < th dose independent rect. 16 10
984 72.84 precipitation 0.1 10 < th dose dependent rect. 16 10
986 72.85 temperature 10.0 720 > th dose independent rect. 7 8
987 72.85 atmosphere 1015.0 720 < th dose independent rect. 7 8
994 72.85 temperature 10.0 720 > th dose independent rect. 15 16
997 72.86 wind 9.0 720 < th dose independent rect. 23 16