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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.

Os03g0702500

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 : 3.7 (0.0511) R2 : 0.243
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.48 (0.124) R2dC : 0.236 R2C : 0.236
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.188 (0.108) R2dN8 : 0.00658 R2N8 : 0.00657
σ : 0.964
deviance : 424.58
__
_____
C
peak time of C : 2
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 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
399.93 0.94 3.67 0.374 1.25 0.646 1.5 -2.89 0.293 1.09 72 396 -- --
413.13 0.947 3.69 0.151 1.28 0.61 0.879 -- 0.239 0.667 75.02 468 -- --
406.61 0.939 3.67 0.299 1.3 0.713 -- -2.71 0.274 0.902 71 485 -- --
416.01 0.95 3.7 0.116 1.27 0.606 -- -- 0.234 0.746 76.12 439 -- --
445.65 0.989 3.68 0.1 -- 0.983 -- 0.456 0.237 -- 82 80 -- --
421.7 0.963 3.69 0.0943 1.48 -- 0.854 -- 0.201 1.92 -- -- -- --
424.46 0.965 3.69 0.0677 1.48 -- -- -- 0.196 1.99 -- -- -- --
447.06 0.989 3.68 0.111 -- 0.984 -- -- 0.238 -- 82 80 -- --
416.28 0.95 3.7 -- 1.27 0.585 -- -- 0.211 0.797 76 440 -- --
556.67 1.1 3.68 0.129 -- -- -- -- 0.231 -- -- -- -- --
424.58 0.964 3.7 -- 1.48 -- -- -- 0.188 2 -- -- -- --
447.39 0.988 3.68 -- -- 0.984 -- -- 0.226 -- 82 80 -- --
557.11 1.1 3.68 -- -- -- -- -- 0.216 -- -- -- -- --

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
1 391.59 wind 9.0 90 > th dose dependent rect. 11 3
3 393.75 wind 9.0 30 > th dose dependent rect. 1 13
37 394.54 radiation 10.0 270 < th dose dependent rect. 10 1
38 394.75 wind 9.0 90 > th dose independent rect. 11 3
39 395.24 wind 9.0 270 > th dose dependent rect. 11 1
42 396.14 radiation 10.0 270 < th dose independent rect. 10 1
48 397.44 wind 9.0 30 > th dose independent rect. 1 13
113 399.35 wind 1.0 720 < th dose independent rect. 17 6
114 399.64 wind 9.0 270 > th dose independent rect. 11 1
115 399.85 temperature 25.0 4320 > th dose dependent rect. 22 2
116 399.91 wind 3.0 4320 < th dose independent rect. 3 1
117 400.02 radiation 20.0 30 < th dose independent rect. 10 5
121 400.11 temperature 25.0 4320 > th dose dependent rect. 22 8
124 400.23 wind 9.0 270 > th dose dependent rect. 21 15
128 400.30 wind 9.0 270 > th dose dependent rect. 20 17
131 400.31 wind 9.0 30 > th dose dependent sin 5 NA
144 400.71 wind 9.0 270 < th dose independent sin 8 NA
148 400.87 atmosphere 1000.0 10 > th dose independent rect. 19 12
150 400.94 humidity 70.0 270 > th dose independent rect. 19 22
153 401.02 precipitation 0.1 720 < th dose independent rect. 11 9
154 401.02 precipitation 0.1 720 < th dose dependent rect. 11 9
156 401.08 wind 9.0 30 < th dose independent sin 5 NA
160 401.25 wind 3.0 4320 > th dose independent rect. 3 2
164 401.33 wind 9.0 270 > th dose dependent sin 8 NA
165 401.34 radiation 10.0 720 > th dose independent rect. 14 21
168 401.42 radiation 20.0 30 < th dose independent rect. 21 18
174 401.58 wind 9.0 10 > th dose independent rect. 13 1
186 401.58 wind 9.0 10 > th dose dependent rect. 13 1
198 401.59 wind 1.0 43200 < th dose dependent rect. 2 1
202 401.64 wind 9.0 270 > th dose dependent rect. 9 4
231 401.82 atmosphere 1000.0 720 > th dose independent rect. 17 3
232 401.82 humidity 70.0 270 > th dose independent rect. 8 7
233 401.84 radiation 20.0 270 < th dose dependent rect. 8 6
243 401.99 atmosphere 1000.0 10 > th dose independent rect. 22 16
248 402.08 atmosphere 1000.0 90 > th dose independent rect. 21 17
252 402.15 radiation 10.0 720 > th dose independent rect. 8 3
253 402.15 atmosphere 1000.0 270 > th dose independent rect. 18 11
259 402.24 humidity 80.0 720 > th dose independent rect. 2 13
264 402.32 atmosphere 1000.0 270 > th dose independent rect. 16 13
272 402.40 atmosphere 1000.0 270 > th dose independent rect. 17 21
284 402.51 wind 1.0 43200 < th dose dependent rect. 24 2
288 402.57 atmosphere 1000.0 720 > th dose independent rect. 17 6
293 402.63 wind 9.0 270 > th dose independent rect. 20 17
324 402.78 radiation 10.0 720 > th dose independent rect. 6 5
343 402.81 atmosphere 1000.0 10 > th dose independent rect. 19 19
347 402.83 radiation 10.0 270 > th dose independent sin 13 NA
349 402.84 wind 1.0 43200 < th dose dependent rect. 8 3
365 403.08 wind 9.0 30 > th dose independent sin 4 NA
368 403.09 radiation 10.0 720 > th dose independent rect. 6 10
387 403.19 wind 1.0 720 > th dose independent rect. 17 6
392 403.24 radiation 10.0 720 > th dose independent sin 5 NA
402 403.28 wind 1.0 43200 < th dose independent rect. 2 1
405 403.31 humidity 70.0 90 > th dose independent rect. 21 18
410 403.34 atmosphere 1000.0 270 > th dose independent rect. 19 17
416 403.37 radiation 20.0 270 < th dose independent rect. 9 5
421 403.40 radiation 20.0 270 < th dose dependent rect. 19 22
424 403.42 precipitation 0.1 720 < th dose independent rect. 2 18
425 403.42 precipitation 0.1 720 < th dose dependent rect. 2 18
447 403.52 atmosphere 1000.0 14400 < th dose independent rect. 14 1
455 403.58 humidity 70.0 270 > th dose independent rect. 7 23
458 403.62 atmosphere 1000.0 14400 > th dose independent rect. 14 1
484 403.68 temperature 30.0 4320 < th dose independent rect. 17 18
487 403.69 radiation 20.0 720 < th dose dependent rect. 2 13
501 403.80 temperature 30.0 4320 > th dose independent rect. 17 18
506 403.83 wind 1.0 4320 > th dose dependent rect. 3 1
507 403.85 wind 1.0 43200 < th dose independent rect. 8 3
512 403.86 humidity 80.0 14400 > th dose independent rect. 23 1
527 403.99 atmosphere 1000.0 30 > th dose independent rect. 4 10
552 404.11 radiation 10.0 270 < th dose dependent rect. 7 22
560 404.14 atmosphere 1005.0 30 < th dose dependent rect. 7 1
568 404.16 atmosphere 1000.0 720 > th dose independent rect. 11 18
578 404.23 temperature 30.0 4320 > th dose independent rect. 10 1
582 404.27 atmosphere 1000.0 720 > th dose independent rect. 9 18
590 404.34 humidity 80.0 720 > th dose independent sin 4 NA
619 404.48 wind 1.0 43200 > th dose independent rect. 2 1
622 404.48 humidity 70.0 90 > th dose independent rect. 11 3
624 404.49 precipitation 0.1 720 < th dose independent rect. 19 1
626 404.49 precipitation 0.1 720 < th dose dependent rect. 19 1
640 404.54 wind 9.0 270 > th dose independent sin 7 NA
643 404.55 atmosphere 1000.0 720 > th dose independent rect. 19 1
656 404.61 humidity 80.0 43200 < th dose dependent rect. 24 2
657 404.62 temperature 30.0 4320 < th dose independent rect. 10 1
659 404.62 temperature 25.0 4320 > th dose independent rect. 23 7
704 404.69 wind 1.0 43200 > th dose independent rect. 8 3
722 404.73 precipitation 0.1 720 < th dose independent rect. 8 15
724 404.73 precipitation 0.1 720 < th dose dependent rect. 8 15
732 404.76 temperature 30.0 4320 < th dose independent rect. 19 16
734 404.76 radiation 30.0 10 < th dose dependent rect. 21 18
738 404.77 radiation 20.0 720 < th dose dependent rect. 2 21
743 404.80 temperature 25.0 4320 > th dose independent rect. 2 2
746 404.81 temperature 30.0 4320 < th dose independent rect. 4 7
752 404.82 precipitation 0.1 720 < th dose independent rect. 17 3
762 404.82 precipitation 0.1 720 < th dose dependent rect. 17 3
777 404.86 humidity 80.0 30 < th dose independent rect. 14 19
778 404.86 precipitation 0.1 720 < th dose independent rect. 8 21
780 404.86 precipitation 0.1 720 < th dose dependent rect. 8 21
796 404.89 temperature 30.0 4320 > th dose dependent rect. 10 1
809 404.91 temperature 30.0 4320 < th dose independent rect. 6 5
814 404.91 temperature 30.0 4320 > th dose dependent rect. 9 3
818 404.91 humidity 90.0 270 < th dose dependent rect. 12 22
840 404.95 atmosphere 1000.0 720 > th dose independent rect. 13 16
882 405.00 wind 1.0 10 > th dose dependent rect. 9 5
887 405.01 radiation 20.0 10 < th dose dependent rect. 10 4
912 405.04 wind 1.0 30 < th dose independent rect. 7 1
933 405.10 atmosphere 1000.0 14400 < th dose independent rect. 16 2
947 405.13 humidity 70.0 270 > th dose independent no NA NA
949 405.13 radiation 40.0 270 < th dose dependent sin 13 NA
969 405.15 humidity 70.0 270 > th dose independent rect. 4 23
977 405.16 atmosphere 1000.0 720 > th dose independent rect. 9 14
984 405.17 precipitation 0.1 720 < th dose independent rect. 17 12
987 405.17 precipitation 0.1 720 < th dose dependent rect. 17 12