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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.

Os03g0643200

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.92 (0.0273) R2 : 0.000114
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0131 (0.0575) R2dN8 : 0.000148 R2N8 : 0.000114
σ : 0.514
deviance : 121.39
__
_____
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 = atmosphere, 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
113.54 0.501 2.93 -0.0958 0.226 -0.447 -0.182 1.43 -0.13 12 1009 143 -- --
115.22 0.5 2.93 -0.123 0.225 -0.394 -0.234 -- -0.0798 11.8 1016 220 -- --
113.67 0.497 2.93 -0.1 0.224 -0.451 -- 1.46 -0.129 12.1 1009 146 -- --
115.41 0.5 2.93 -0.13 0.22 -0.395 -- -- -0.0816 12.1 1044 319 -- --
116.71 0.503 2.94 -0.101 -- -0.479 -- 1.44 -0.136 -- 1010 275 -- --
116.88 0.507 2.92 -0.144 0.236 -- -0.257 -- -0.0272 11.6 -- -- -- --
117.16 0.507 2.92 -0.154 0.237 -- -- -- -0.0279 11.8 -- -- -- --
118.37 0.507 2.94 -0.135 -- -0.371 -- -- -0.105 -- 1010 416 -- --
115.84 0.501 2.93 -- 0.222 -0.417 -- -- -0.0698 12.1 1052 319 -- --
120.7 0.513 2.93 -0.161 -- -- -- -- -0.0309 -- -- -- -- --
117.78 0.508 2.92 -- 0.239 -- -- -- -0.0108 11.9 -- -- -- --
118.83 0.508 2.94 -- -- -0.467 -- -- -0.0822 -- 1056 444 -- --
121.39 0.514 2.92 -- -- -- -- -- -0.0131 -- -- -- -- --

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
1 107.21 precipitation 0.1 720 > th dose dependent rect. 5 1
3 107.57 precipitation 0.1 720 > th dose independent rect. 5 1
5 108.24 precipitation 0.1 270 > th dose dependent rect. 8 7
7 108.32 precipitation 0.1 270 > th dose dependent rect. 10 4
18 108.71 precipitation 0.1 270 > th dose independent rect. 8 7
19 108.73 humidity 80.0 270 > th dose independent rect. 12 1
21 108.80 humidity 80.0 30 < th dose independent rect. 1 3
25 108.80 humidity 80.0 30 < th dose dependent rect. 1 3
27 108.81 humidity 80.0 30 < th dose independent rect. 1 1
33 108.81 humidity 80.0 30 < th dose dependent rect. 1 1
38 108.82 precipitation 0.1 270 > th dose dependent rect. 13 1
44 108.85 precipitation 0.1 270 > th dose independent rect. 13 1
74 109.60 humidity 70.0 270 > th dose dependent rect. 11 2
116 110.64 humidity 80.0 90 > th dose independent rect. 15 1
117 110.67 radiation 10.0 90 < th dose independent rect. 15 1
120 110.70 humidity 80.0 10 > th dose independent rect. 15 1
140 110.90 humidity 70.0 270 > th dose dependent rect. 10 5
142 110.93 wind 1.0 10 < th dose independent rect. 6 9
148 110.99 wind 1.0 10 < th dose independent rect. 9 6
169 111.09 wind 3.0 270 < th dose independent rect. 12 1
178 111.16 wind 1.0 10 < th dose dependent rect. 9 6
179 111.17 wind 7.0 10 > th dose dependent rect. 12 2
199 111.31 wind 7.0 10 > th dose independent rect. 12 2
212 111.40 humidity 90.0 270 > th dose dependent rect. 11 3
215 111.46 humidity 70.0 10 > th dose dependent rect. 15 1
220 111.52 wind 1.0 10 < th dose independent sin 20 NA
253 111.77 wind 1.0 10 > th dose independent sin 21 NA
265 111.80 radiation 30.0 90 < th dose dependent rect. 15 1
275 111.88 wind 3.0 270 < th dose independent rect. 11 3
296 111.93 atmosphere 1005.0 270 > th dose independent rect. 11 1
305 111.95 radiation 10.0 10 < th dose dependent rect. 15 1
306 111.97 atmosphere 1005.0 270 > th dose independent rect. 9 5
335 112.09 wind 5.0 270 < th dose dependent rect. 12 1
350 112.15 temperature 10.0 720 > th dose dependent rect. 4 3
352 112.17 wind 1.0 4320 > th dose independent rect. 17 1
359 112.19 radiation 40.0 30 > th dose dependent rect. 13 21
365 112.22 wind 7.0 90 < th dose independent rect. 3 14
374 112.25 wind 1.0 10 < th dose dependent sin 21 NA
397 112.34 radiation 40.0 30 > th dose independent rect. 13 21
399 112.35 temperature 20.0 720 > th dose independent rect. 4 2
417 112.42 atmosphere 1005.0 30 > th dose independent rect. 11 5
431 112.46 humidity 90.0 10 < th dose dependent rect. 22 5
438 112.47 wind 5.0 270 < th dose dependent rect. 11 3
451 112.54 temperature 30.0 30 < th dose independent rect. 15 1
453 112.54 temperature 25.0 720 < th dose independent rect. 24 12
459 112.55 humidity 80.0 720 > th dose independent rect. 4 10
511 112.68 radiation 40.0 30 > th dose dependent sin 12 NA
521 112.70 wind 1.0 10 < th dose independent rect. 11 3
523 112.70 atmosphere 1005.0 10 > th dose dependent rect. 1 1
527 112.70 temperature 30.0 720 < th dose dependent rect. 24 12
560 112.76 radiation 30.0 10 > th dose independent rect. 13 1
564 112.76 temperature 10.0 270 > th dose dependent rect. 2 14
571 112.78 wind 3.0 4320 > th dose independent rect. 1 1
594 112.82 wind 7.0 10 < th dose independent rect. 4 13
614 112.84 radiation 40.0 30 > th dose independent sin 12 NA
624 112.84 atmosphere 1000.0 90 > th dose dependent rect. 24 14
644 112.87 precipitation 0.1 720 > th dose dependent rect. 24 14
664 112.90 radiation 40.0 30 < th dose independent rect. 12 23
692 112.94 radiation 40.0 30 < th dose independent rect. 14 21
700 112.96 wind 3.0 4320 < th dose independent rect. 1 1
715 112.98 radiation 10.0 90 < th dose dependent rect. 10 3
745 113.01 precipitation 0.1 720 > th dose independent rect. 24 15
762 113.04 radiation 10.0 90 < th dose dependent rect. 10 1
768 113.05 temperature 25.0 30 > th dose independent rect. 14 3
772 113.05 temperature 20.0 720 > th dose dependent sin 7 NA
779 113.05 temperature 20.0 720 > th dose dependent rect. 23 12
784 113.06 atmosphere 1005.0 270 > th dose independent rect. 8 18
789 113.06 temperature 10.0 10 > th dose dependent rect. 3 16
801 113.07 atmosphere 1010.0 90 < th dose dependent rect. 2 22
807 113.08 atmosphere 1005.0 270 > th dose independent rect. 18 20
811 113.08 atmosphere 1000.0 270 > th dose dependent rect. 22 16
821 113.09 atmosphere 1000.0 270 > th dose dependent rect. 8 6
831 113.10 atmosphere 1005.0 30 > th dose independent rect. 11 3
841 113.11 temperature 15.0 270 > th dose independent rect. 2 14
846 113.11 humidity 70.0 720 > th dose dependent rect. 4 10
847 113.12 atmosphere 1005.0 90 > th dose independent rect. 24 14
872 113.14 temperature 20.0 90 < th dose independent rect. 1 1
906 113.16 radiation 20.0 90 < th dose independent rect. 10 6
916 113.16 temperature 20.0 720 > th dose dependent rect. 23 14
917 113.16 atmosphere 1010.0 270 < th dose dependent rect. 2 19
954 113.19 wind 1.0 10 < th dose dependent rect. 11 3
978 113.21 atmosphere 1005.0 270 > th dose independent rect. 21 17
979 113.21 wind 7.0 10 > th dose independent rect. 19 20