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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.

Os03g0185400

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

Description : Protein of unknown function DUF1677, Oryza sativa family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.08 (0.0457) R2 : 0.00205
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0932 (0.0963) R2dN8 : 0.00265 R2N8 : 0.00205
σ : 0.861
deviance : 340.61
__
_____
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 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
325.71 0.848 3.15 -0.161 0.0852 -0.586 -0.342 0.748 -0.351 7.41 24.6 882 -- --
326.49 0.842 3.13 0.0658 0.0236 -0.561 -0.163 -- -0.284 7.53 24.5 991 -- --
325.8 0.841 3.15 -0.147 0.035 -0.593 -- 0.668 -0.345 7.07 24.6 976 -- --
326.53 0.842 3.12 0.0394 0.0425 -0.556 -- -- -0.277 6.56 24.58 976 -- --
325.85 0.841 3.15 -0.138 -- -0.59 -- 0.646 -0.34 -- 24.53 998 -- --
336.39 0.86 3.08 0.25 0.2 -- 0.0806 -- -0.0682 0.835 -- -- -- --
336.41 0.859 3.08 0.247 0.2 -- -- -- -0.0688 0.913 -- -- -- --
326.58 0.842 3.12 0.0637 -- -0.555 -- -- -0.278 -- 24.58 998 -- --
326.58 0.842 3.12 -- 0.0528 -0.572 -- -- -0.282 5.41 24.5 977 -- --
338.9 0.86 3.08 0.255 -- -- -- -- -0.065 -- -- -- -- --
338.02 0.86 3.09 -- 0.204 -- -- -- -0.0963 0.966 -- -- -- --
326.68 0.842 3.13 -- -- -0.569 -- -- -0.289 -- 24.56 998 -- --
340.61 0.861 3.08 -- -- -- -- -- -0.0932 -- -- -- -- --

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
1 315.35 humidity 80.0 10 < th dose independent rect. 5 1
6 315.35 humidity 80.0 10 < th dose dependent rect. 5 1
19 316.38 wind 3.0 10 > th dose dependent rect. 6 1
29 318.03 atmosphere 1000.0 10 < th dose independent rect. 1 1
36 318.03 atmosphere 1000.0 10 < th dose dependent rect. 1 1
53 320.18 temperature 25.0 1440 > th dose independent rect. 22 1
56 321.41 wind 3.0 10 > th dose independent rect. 5 2
57 321.45 humidity 50.0 10 < th dose independent rect. 11 5
75 321.50 wind 1.0 1440 < th dose independent rect. 14 1
76 321.52 humidity 50.0 10 < th dose independent rect. 15 1
78 321.52 humidity 50.0 10 < th dose dependent rect. 15 1
84 321.95 temperature 25.0 1440 < th dose independent rect. 22 1
91 322.07 temperature 30.0 10 > th dose dependent rect. 14 2
167 322.19 humidity 50.0 10 < th dose dependent rect. 11 5
189 322.53 precipitation 0.1 14400 > th dose dependent rect. 3 8
202 322.79 wind 1.0 1440 < th dose dependent rect. 10 1
203 322.80 precipitation 0.1 14400 < th dose independent rect. 3 8
204 322.80 precipitation 0.1 14400 < th dose dependent rect. 3 8
223 322.83 precipitation 0.1 14400 > th dose independent rect. 3 8
229 322.91 temperature 10.0 30 > th dose dependent rect. 5 23
233 323.01 temperature 25.0 1440 > th dose dependent rect. 20 3
234 323.08 temperature 20.0 30 > th dose dependent rect. 9 19
241 323.24 temperature 25.0 720 > th dose independent rect. 15 2
256 323.40 temperature 25.0 1440 > th dose dependent rect. 19 6
274 323.55 temperature 25.0 1440 > th dose dependent rect. 20 1
275 323.55 temperature 10.0 90 > th dose dependent rect. 14 13
278 323.57 temperature 25.0 1440 > th dose dependent rect. 22 1
289 323.67 temperature 20.0 90 > th dose dependent rect. 6 21
298 323.77 temperature 25.0 270 > th dose independent sin 10 NA
306 323.87 humidity 50.0 10 < th dose independent sin 6 NA
315 323.94 temperature 25.0 270 > th dose independent rect. 20 13
322 324.01 temperature 25.0 270 < th dose independent sin 11 NA
324 324.04 wind 1.0 1440 > th dose independent rect. 14 1
326 324.06 temperature 10.0 10 > th dose dependent rect. 15 13
447 324.80 temperature 25.0 720 > th dose dependent rect. 18 15
457 324.87 temperature 20.0 10 > th dose dependent rect. 24 4
466 324.96 temperature 25.0 270 < th dose independent rect. 11 22
471 324.98 wind 1.0 1440 < th dose independent rect. 10 1
473 324.98 temperature 20.0 10 > th dose dependent rect. 22 6
480 325.04 humidity 80.0 4320 > th dose independent rect. 21 1
481 325.05 atmosphere 1005.0 720 < th dose dependent rect. 23 2
498 325.12 temperature 25.0 270 < th dose independent rect. 13 20
507 325.16 temperature 25.0 720 > th dose independent rect. 15 19
516 325.20 precipitation 0.1 14400 > th dose dependent sin 5 NA
522 325.23 temperature 25.0 270 < th dose independent rect. 15 18
526 325.27 precipitation 0.1 14400 < th dose independent sin 5 NA
527 325.27 precipitation 0.1 14400 < th dose dependent sin 5 NA
530 325.30 precipitation 0.1 14400 > th dose independent sin 5 NA
547 325.34 temperature 30.0 1440 < th dose independent rect. 14 1
561 325.42 atmosphere 1000.0 10 > th dose dependent rect. 4 11
567 325.45 radiation 1.0 10 < th dose dependent rect. 4 20
577 325.52 temperature 15.0 720 > th dose dependent rect. 15 1
580 325.53 atmosphere 1005.0 720 < th dose dependent rect. 22 5
582 325.54 temperature 25.0 720 < th dose independent rect. 2 19
586 325.57 wind 1.0 1440 > th dose independent rect. 10 2
620 325.69 atmosphere 1000.0 90 > th dose dependent rect. 3 11
631 325.74 atmosphere 1005.0 4320 > th dose independent rect. 22 1
650 325.77 wind 3.0 90 < th dose dependent rect. 24 3
664 325.82 temperature 20.0 10 > th dose independent rect. 4 11
669 325.83 temperature 20.0 90 > th dose dependent rect. 24 3
671 325.84 temperature 25.0 4320 > th dose independent rect. 19 8
707 325.95 humidity 70.0 43200 < th dose dependent rect. 8 2
724 325.99 temperature 15.0 10 > th dose dependent rect. 17 11
747 326.05 atmosphere 1005.0 4320 < th dose independent rect. 22 1
749 326.05 humidity 70.0 43200 < th dose dependent rect. 4 6
780 326.12 wind 3.0 1440 < th dose independent rect. 9 18
789 326.14 humidity 60.0 10 > th dose independent rect. 12 12
790 326.14 temperature 30.0 90 < th dose independent rect. 3 21
802 326.17 wind 3.0 1440 < th dose dependent rect. 10 5
807 326.18 wind 3.0 1440 > th dose independent rect. 8 19
830 326.21 atmosphere 995.0 30 > th dose dependent rect. 3 23
842 326.24 humidity 70.0 43200 < th dose independent rect. 19 14
851 326.25 atmosphere 1005.0 720 < th dose dependent rect. 18 16
853 326.25 humidity 60.0 43200 < th dose dependent rect. 16 20
870 326.27 humidity 70.0 43200 < th dose dependent rect. 18 16
873 326.28 humidity 60.0 43200 < th dose independent rect. 16 19
896 326.29 humidity 70.0 43200 < th dose independent rect. 16 1
903 326.30 atmosphere 1005.0 90 < th dose dependent rect. 18 20
917 326.33 wind 3.0 90 < th dose independent rect. 24 3
920 326.33 atmosphere 1005.0 90 > th dose independent rect. 3 11
937 326.35 humidity 60.0 43200 > th dose independent rect. 17 17
938 326.36 humidity 60.0 43200 < th dose independent sin 10 NA
967 326.40 wind 3.0 1440 < th dose independent rect. 19 20
970 326.42 humidity 60.0 43200 > th dose independent rect. 16 19
971 326.42 atmosphere 1005.0 720 < th dose dependent sin 11 NA
993 326.46 temperature 20.0 10 > th dose independent rect. 24 4
995 326.46 wind 3.0 1440 > th dose independent rect. 19 20