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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.

Os07g0132500

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

Description : Similar to Resistance protein candidate (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.81 (0.0434) R2 : 0.574
β1 : 2.08 (0.161) R2dD : 0.165 R2D : 0.00539
β2 : 1.63 (0.11) R2dC : 0.205 R2C : 0.173
β3 : 1.35 (0.165) R2dE : 0.0672 R2E : 0.00228
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.29 (0.0931) R2dN8 : 0.245 R2N8 : 0.164
σ : 0.813
deviance : 300.72
__
_____
C
peak time of C : 3.92
E
wheather : atmosphere
threshold : 999.6
memory length : 5
response mode : > th
dose dependency : dose independent
G
type of G : no
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 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
304.63 0.82 4.86 1.78 1.62 0.491 -0.25 4.25 1.3 3.85 1000 10 -- --
303.91 0.812 4.81 2.03 1.67 1.4 -0.000254 -- 1.27 3.86 999.4 6 -- --
304.51 0.819 4.85 1.83 1.61 0.622 -- 3.47 1.3 3.84 1000 8 -- --
300.72 0.813 4.81 2.08 1.63 1.35 -- -- 1.29 3.92 999.6 5 -- --
446.53 0.99 4.85 1.9 -- 0.687 -- 3.43 1.33 -- 1002 15 -- --
348.07 0.875 4.8 1.85 1.65 -- -0.101 -- 1.38 3.84 -- -- -- --
348.1 0.874 4.8 1.85 1.65 -- -- -- 1.38 3.84 -- -- -- --
445.66 0.988 4.82 2.16 -- 1.41 -- -- 1.33 -- 999.6 5 -- --
411.42 0.95 4.86 -- 1.67 1.01 -- -- 1.09 3.88 999.6 5 -- --
497.04 1.04 4.8 1.92 -- -- -- -- 1.42 -- -- -- -- --
438.3 0.979 4.84 -- 1.68 -- -- -- 1.17 3.83 -- -- -- --
564.74 1.11 4.87 -- -- 1.05 -- -- 1.12 -- 999.6 5 -- --
594.07 1.14 4.85 -- -- -- -- -- 1.21 -- -- -- -- --

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
1 297.98 radiation 10 14400 > th dose independent rect. 6 1
2 298.18 temperature 30 43200 < th dose independent rect. 20 14
3 298.19 temperature 30 43200 < th dose independent rect. 5 5
4 298.20 temperature 30 43200 < th dose independent rect. 7 3
9 298.27 temperature 30 43200 < th dose independent rect. 1 9
10 298.28 temperature 30 43200 < th dose independent rect. 23 11
29 298.76 temperature 30 43200 > th dose independent rect. 8 2
58 299.41 temperature 30 43200 > th dose dependent rect. 9 1
87 299.46 humidity 80 14400 < th dose dependent rect. 20 1
88 299.49 humidity 80 14400 < th dose dependent rect. 19 4
89 299.56 temperature 25 4320 < th dose independent rect. 5 1
154 300.90 atmosphere 1000 10 < th dose independent rect. 19 21
155 301.00 atmosphere 1000 90 < th dose independent rect. 19 20
169 301.36 humidity 80 14400 > th dose independent rect. 20 3
186 301.49 atmosphere 1000 90 > th dose independent rect. 17 23
224 301.95 humidity 80 14400 < th dose independent rect. 20 2
234 302.00 temperature 30 43200 > th dose dependent sin 9 NA
256 302.13 humidity 70 43200 > th dose dependent rect. 18 3
258 302.29 atmosphere 1000 30 > th dose independent rect. 5 23
260 302.31 atmosphere 1000 10 > th dose independent rect. 17 23
284 302.55 humidity 70 43200 > th dose dependent rect. 4 8
292 302.67 humidity 70 43200 > th dose dependent rect. 19 1
293 302.67 radiation 20 14400 < th dose dependent rect. 8 1
298 302.72 atmosphere 1005 90 < th dose dependent rect. 18 21
312 302.86 atmosphere 1000 720 > th dose independent rect. 11 20
316 302.89 atmosphere 1000 720 > th dose independent rect. 13 18
322 302.92 temperature 30 43200 < th dose independent sin 9 NA
323 302.92 radiation 20 14400 > th dose independent rect. 8 1
326 302.95 temperature 30 43200 > th dose independent sin 9 NA
330 302.96 wind 3 14400 < th dose dependent rect. 12 5
331 302.97 humidity 80 14400 > th dose independent rect. 19 5
341 303.14 temperature 25 4320 > th dose independent rect. 5 1
342 303.15 temperature 25 4320 > th dose independent rect. 4 3
352 303.30 wind 3 14400 < th dose dependent rect. 13 2
390 303.43 temperature 25 4320 < th dose independent rect. 4 3
392 303.43 wind 3 14400 < th dose dependent rect. 9 8
410 303.53 wind 5 43200 > th dose dependent rect. 8 1
416 303.58 radiation 20 14400 < th dose independent rect. 8 1
442 303.85 atmosphere 1000 10 > th dose independent rect. 13 23
447 303.92 humidity 80 14400 < th dose independent rect. 19 5
450 303.92 humidity 80 43200 > th dose independent rect. 1 21
509 304.07 radiation 1 14400 > th dose dependent rect. 8 1
522 304.16 atmosphere 1000 270 > th dose independent rect. 15 23
606 304.52 humidity 80 14400 < th dose dependent rect. 18 11
615 304.58 humidity 80 43200 < th dose independent rect. 2 20
640 304.74 wind 5 43200 < th dose independent rect. 7 2
648 304.78 wind 5 43200 > th dose independent rect. 7 2
652 304.78 atmosphere 1000 30 > th dose independent rect. 7 23
659 304.80 wind 3 14400 > th dose independent rect. 12 3
669 304.83 wind 3 14400 < th dose independent rect. 13 2
670 304.84 atmosphere 1000 720 < th dose independent rect. 13 17
699 304.92 temperature 30 43200 > th dose dependent no NA NA
876 305.02 atmosphere 1000 720 < th dose independent rect. 11 18
934 305.26 temperature 30 43200 > th dose dependent rect. 17 1
944 305.29 humidity 80 43200 > th dose independent rect. 8 19
968 305.37 atmosphere 1000 720 < th dose independent sin 15 NA
974 305.39 atmosphere 1000 270 > th dose independent rect. 2 23