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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.

Os06g0209400

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.24 (0.0609) R2 : 0.639
β1 : 1.07 (0.406) R2dD : 0.0459 R2D : -0.181
β2 : 1.28 (0.0974) R2dC : 0.138 R2C : 0.141
β3 : -1.74 (0.228) R2dE : 0.147 R2E : -0.0619
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 14.8 (1.7) R2dD*E : 0.521 R2D*E : 0.139
γ1 : -1.19 (0.107) R2dN8 : 0.205 R2N8 : 0.18
σ : 0.749
deviance : 258.72
__
_____
C
peak time of C : 9.9
E
wheather : temperature
threshold : 26.7
memory length : 4474
response mode : > th
dose dependency : dose dependent
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 = temperature, 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
253.84 0.749 5.24 1 1.29 -1.67 1.16 14.4 -1.17 9.8 26.4 4435 -- --
293.94 0.805 5.62 -2.12 1.39 -0.745 1.16 -- -1.64 10.2 8.775 47520 -- --
258.72 0.749 5.24 1.07 1.28 -1.74 -- 14.8 -1.19 9.9 26.7 4474 -- --
294.08 0.799 5.68 -2.81 1.31 0.629 -- -- -1.95 9.74 32.35 47520 -- --
355.06 0.878 5.26 1.25 -- -1.97 -- 15.8 -1.17 -- 26.67 4210 -- --
299.13 0.811 5.64 -2.27 1.3 -- 1.22 -- -1.75 9.7 -- -- -- --
304.74 0.817 5.64 -2.22 1.3 -- -- -- -1.74 9.74 -- -- -- --
395.68 0.926 5.72 -2.83 -- 0.598 -- -- -1.95 -- 32.4 47520 -- --
327.2 0.842 5.47 -- 1.27 -1.67 -- -- -1 9.68 5.817 47520 -- --
404.69 0.94 5.68 -2.23 -- -- -- -- -1.74 -- -- -- -- --
434.5 0.975 5.59 -- 1.3 -- -- -- -1.5 9.87 -- -- -- --
423.44 0.958 5.51 -- -- -1.71 -- -- -0.985 -- 3.543 47520 -- --
536 1.08 5.62 -- -- -- -- -- -1.5 -- -- -- -- --

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
1 243.89 wind 1.0 43200 > th dose independent rect. 4 3
2 246.12 wind 1.0 43200 < th dose independent rect. 4 3
3 246.14 wind 3.0 14400 > th dose dependent rect. 13 2
5 246.66 wind 1.0 43200 < th dose independent rect. 9 2
9 247.45 wind 5.0 14400 > th dose independent rect. 13 2
10 247.64 wind 9.0 43200 < th dose independent rect. 18 2
11 247.95 wind 5.0 14400 < th dose independent rect. 13 2
14 248.44 wind 1.0 43200 > th dose independent rect. 9 2
17 248.99 wind 1.0 43200 < th dose dependent rect. 4 3
20 249.19 wind 5.0 14400 < th dose independent rect. 11 6
21 249.27 wind 1.0 43200 > th dose independent rect. 2 6
22 249.46 temperature 25.0 4320 > th dose dependent rect. 1 9
34 249.81 wind 5.0 14400 > th dose independent rect. 11 6
36 249.82 wind 9.0 43200 > th dose independent rect. 18 2
42 250.04 wind 1.0 43200 < th dose dependent rect. 2 6
62 250.70 wind 1.0 43200 < th dose independent rect. 2 6
64 250.83 radiation 20.0 14400 < th dose independent rect. 4 4
68 250.88 radiation 20.0 14400 < th dose independent rect. 18 14
71 250.89 wind 9.0 43200 > th dose dependent rect. 18 2
73 250.91 wind 1.0 43200 < th dose dependent rect. 24 1
77 250.97 radiation 20.0 14400 < th dose independent rect. 22 10
90 251.22 radiation 10.0 43200 > th dose independent rect. 5 1
119 251.42 wind 7.0 43200 < th dose dependent rect. 13 1
129 251.62 wind 9.0 14400 < th dose dependent rect. 11 4
143 251.87 radiation 10.0 43200 < th dose independent rect. 13 2
146 251.95 humidity 70.0 43200 > th dose independent rect. 19 1
156 252.26 wind 1.0 43200 < th dose dependent rect. 13 13
164 252.37 wind 1.0 43200 < th dose dependent rect. 21 1
173 252.55 wind 1.0 43200 < th dose dependent rect. 16 10
178 252.63 temperature 25.0 4320 > th dose dependent sin 7 NA
196 253.06 humidity 80.0 43200 > th dose independent rect. 12 2
198 253.07 temperature 25.0 43200 < th dose independent rect. 10 1
199 253.08 radiation 40.0 43200 > th dose independent rect. 13 1
216 253.31 temperature 25.0 43200 > th dose independent rect. 10 1
219 253.36 radiation 30.0 43200 > th dose independent rect. 9 1
224 253.42 wind 9.0 14400 < th dose independent rect. 13 2
242 253.50 wind 1.0 43200 < th dose independent rect. 24 1
249 253.61 humidity 70.0 43200 < th dose independent rect. 19 1
257 253.73 humidity 70.0 43200 < th dose dependent rect. 11 1
258 253.77 radiation 40.0 43200 < th dose dependent rect. 13 1
260 253.83 radiation 1.0 43200 > th dose dependent rect. 13 1
261 253.90 humidity 70.0 43200 < th dose independent rect. 8 3
262 253.91 wind 9.0 14400 > th dose independent rect. 13 2
280 254.19 temperature 25.0 4320 > th dose independent rect. 2 7
304 254.52 radiation 40.0 43200 > th dose independent rect. 12 22
325 254.66 wind 1.0 43200 < th dose dependent rect. 9 2
346 254.87 radiation 20.0 43200 > th dose independent sin 8 NA
359 254.95 radiation 20.0 43200 > th dose independent rect. 7 4
360 254.96 wind 1.0 43200 < th dose independent rect. 21 1
375 254.98 radiation 40.0 43200 < th dose independent rect. 13 1
382 255.00 wind 1.0 43200 < th dose dependent rect. 19 7
386 255.03 humidity 70.0 43200 < th dose dependent rect. 8 7
388 255.06 radiation 40.0 43200 < th dose dependent rect. 9 1
393 255.09 radiation 40.0 43200 > th dose independent rect. 9 5
397 255.11 wind 1.0 43200 < th dose independent rect. 4 1
451 255.25 radiation 40.0 43200 > th dose independent sin 20 NA
553 255.43 radiation 40.0 43200 > th dose independent no NA NA
761 255.54 humidity 70.0 43200 > th dose independent rect. 8 2
794 255.59 radiation 30.0 43200 > th dose dependent rect. 13 1
816 255.62 radiation 1.0 43200 > th dose dependent rect. 9 1
863 255.76 humidity 80.0 14400 < th dose dependent rect. 20 2
871 255.79 wind 1.0 43200 < th dose dependent rect. 21 5
873 255.80 humidity 90.0 43200 > th dose independent rect. 9 1
878 255.82 temperature 25.0 4320 < th dose independent rect. 3 6
903 255.86 humidity 70.0 43200 < th dose dependent sin 5 NA
905 255.87 humidity 80.0 43200 < th dose independent rect. 12 2
937 255.92 radiation 40.0 43200 < th dose dependent rect. 9 6
939 255.93 temperature 25.0 4320 > th dose independent rect. 1 10
950 255.99 humidity 60.0 43200 > th dose independent rect. 11 2
959 256.00 wind 3.0 43200 > th dose dependent rect. 16 1
993 256.10 precipitation 0.1 43200 > th dose dependent rect. 18 1