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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.

Os04g0341200

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 : 4.15 (0.047) R2 : 0.407
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.89 (0.126) R2dE : 0.339 R2E : -0.00502
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.54 (0.106) R2dN8 : 0.412 R2N8 : 0.0671
σ : 0.864
deviance : 344.24
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 21.99
memory length : 30417
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 = 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
338.18 0.864 4.3 -2.05 0.171 0.984 -0.584 0.214 0.707 22 28.9 4238 -- --
338.2 0.857 4.29 -2.01 0.176 1.01 -0.591 -- 0.71 22 28.89 4238 -- --
339.49 0.858 4.3 -2.05 0.174 0.983 -- 0.298 0.704 22.5 28.89 4237 -- --
339.52 0.858 4.29 -1.98 0.174 1.02 -- -- 0.718 22.5 28.85 4238 -- --
341.27 0.86 4.3 -2.08 -- 0.946 -- 0.399 0.699 -- 28.85 4271 -- --
371.94 0.904 4.3 -2.3 0.118 -- -0.67 -- 0.677 21.6 -- -- -- --
373.57 0.905 4.3 -2.27 0.127 -- -- -- 0.679 20.7 -- -- -- --
340.71 0.86 4.29 -1.92 -- 1.01 -- -- 0.732 -- 28.3 4263 -- --
426.36 0.962 4.22 -- 0.174 1.41 -- -- 0.986 22.5 25.7 5789 -- --
374.48 0.904 4.3 -2.27 -- -- -- -- 0.678 -- -- -- -- --
509.46 1.06 4.24 -- 0.141 -- -- -- 0.931 19.5 -- -- -- --
344.24 0.864 4.15 -- -- 1.89 -- -- 1.54 -- 21.99 30417 -- --
510.52 1.05 4.24 -- -- -- -- -- 0.929 -- -- -- -- --

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
1 325.55 radiation 20.0 4320 > th dose independent rect. 16 16
2 325.60 precipitation 0.1 43200 > th dose dependent rect. 4 13
4 326.25 precipitation 0.1 43200 > th dose dependent rect. 4 11
5 326.35 precipitation 0.1 43200 < th dose independent rect. 3 17
6 326.35 precipitation 0.1 43200 < th dose dependent rect. 3 17
7 326.37 precipitation 0.1 43200 < th dose independent rect. 4 13
8 326.37 precipitation 0.1 43200 < th dose dependent rect. 4 13
9 326.40 precipitation 0.1 43200 > th dose independent rect. 3 17
10 326.43 precipitation 0.1 43200 > th dose independent rect. 4 13
24 326.70 precipitation 0.1 43200 > th dose dependent rect. 24 6
26 326.80 precipitation 0.1 43200 < th dose independent rect. 4 9
27 326.80 precipitation 0.1 43200 < th dose dependent rect. 4 9
32 326.87 precipitation 0.1 43200 > th dose independent rect. 4 9
33 326.87 precipitation 0.1 43200 < th dose independent rect. 4 11
34 326.87 precipitation 0.1 43200 < th dose dependent rect. 4 11
35 326.88 precipitation 0.1 43200 > th dose independent rect. 4 11
43 326.94 precipitation 0.1 43200 > th dose dependent sin 2 NA
49 327.17 precipitation 0.1 43200 > th dose independent rect. 24 6
54 327.19 precipitation 0.1 43200 > th dose dependent rect. 19 15
57 327.20 precipitation 0.1 43200 > th dose dependent rect. 4 16
63 327.27 precipitation 0.1 43200 < th dose independent rect. 24 6
64 327.27 precipitation 0.1 43200 < th dose dependent rect. 24 6
68 327.33 precipitation 0.1 43200 < th dose independent rect. 7 2
69 327.33 precipitation 0.1 43200 < th dose dependent rect. 7 2
79 327.47 wind 9.0 43200 < th dose independent rect. 10 3
94 327.55 precipitation 0.1 43200 > th dose independent sin 2 NA
95 327.55 precipitation 0.1 43200 < th dose independent sin 2 NA
97 327.55 precipitation 0.1 43200 < th dose dependent sin 2 NA
109 327.63 precipitation 0.1 43200 > th dose dependent rect. 1 19
115 327.70 precipitation 0.1 43200 > th dose dependent sin 9 NA
129 327.88 precipitation 0.1 43200 < th dose independent rect. 19 15
131 327.88 precipitation 0.1 43200 < th dose dependent rect. 19 15
138 327.91 radiation 1.0 1440 < th dose independent rect. 1 6
139 327.92 radiation 1.0 1440 < th dose independent rect. 23 8
150 327.98 precipitation 0.1 43200 > th dose independent rect. 19 15
183 328.20 wind 9.0 43200 > th dose independent rect. 10 3
185 328.21 radiation 1.0 1440 > th dose independent rect. 4 3
198 328.22 precipitation 0.1 43200 > th dose dependent rect. 22 8
204 328.25 precipitation 0.1 43200 > th dose independent sin 9 NA
205 328.25 precipitation 0.1 43200 < th dose independent sin 9 NA
209 328.25 precipitation 0.1 43200 < th dose dependent sin 9 NA
216 328.27 precipitation 0.1 43200 > th dose independent rect. 7 2
220 328.28 precipitation 0.1 43200 > th dose dependent rect. 21 13
223 328.29 precipitation 0.1 43200 > th dose dependent rect. 7 2
238 328.34 precipitation 0.1 43200 > th dose dependent rect. 19 19
261 328.47 precipitation 0.1 43200 > th dose independent rect. 23 21
268 328.51 precipitation 0.1 43200 < th dose independent rect. 23 21
269 328.51 precipitation 0.1 43200 > th dose dependent rect. 1 4
270 328.51 precipitation 0.1 43200 < th dose dependent rect. 23 21
302 328.65 precipitation 0.1 43200 > th dose independent rect. 22 8
311 328.70 precipitation 0.1 43200 > th dose independent rect. 1 4
339 328.85 precipitation 0.1 43200 < th dose independent rect. 22 8
340 328.85 precipitation 0.1 43200 < th dose dependent rect. 22 8
343 328.86 precipitation 0.1 43200 > th dose dependent rect. 7 4
348 328.88 precipitation 0.1 43200 > th dose independent rect. 7 4
355 328.92 wind 1.0 270 < th dose dependent rect. 22 1
365 328.97 precipitation 0.1 43200 > th dose independent rect. 19 12
374 329.02 precipitation 0.1 43200 < th dose independent rect. 1 4
375 329.02 precipitation 0.1 43200 < th dose independent rect. 19 12
376 329.02 precipitation 0.1 43200 < th dose dependent rect. 1 4
377 329.02 precipitation 0.1 43200 < th dose dependent rect. 19 12
396 329.13 precipitation 0.1 43200 > th dose independent rect. 19 19
408 329.18 precipitation 0.1 43200 < th dose independent rect. 19 19
410 329.18 precipitation 0.1 43200 < th dose dependent rect. 19 19
444 329.30 temperature 25.0 14400 > th dose dependent rect. 8 1
456 329.36 temperature 25.0 14400 < th dose independent rect. 3 6
487 329.50 wind 1.0 43200 < th dose dependent rect. 3 1
513 329.65 temperature 25.0 14400 > th dose independent rect. 6 3
542 329.75 radiation 40.0 4320 > th dose independent rect. 7 3
558 329.76 temperature 25.0 14400 < th dose independent rect. 6 2
559 329.76 precipitation 0.1 43200 > th dose independent rect. 21 10
578 329.85 precipitation 0.1 43200 < th dose independent rect. 21 10
579 329.85 precipitation 0.1 43200 < th dose dependent rect. 21 10
584 329.87 temperature 25.0 14400 > th dose independent rect. 3 6
640 330.09 wind 5.0 14400 < th dose dependent rect. 18 1
649 330.13 temperature 25.0 43200 < th dose independent rect. 23 1
654 330.15 temperature 25.0 43200 > th dose independent rect. 23 1
702 330.32 wind 9.0 43200 < th dose independent rect. 24 13
709 330.39 wind 7.0 43200 > th dose dependent rect. 10 2
713 330.40 temperature 25.0 14400 > th dose dependent rect. 24 11
781 330.66 wind 1.0 43200 < th dose independent rect. 3 1
815 330.78 wind 1.0 43200 > th dose independent rect. 17 3
817 330.79 humidity 80.0 43200 < th dose independent rect. 8 4
820 330.80 temperature 25.0 14400 < th dose independent rect. 8 1
824 330.81 wind 1.0 43200 < th dose dependent rect. 16 5
928 331.16 wind 9.0 1440 > th dose independent rect. 9 1
964 331.24 humidity 80.0 14400 > th dose independent rect. 8 1
965 331.24 wind 7.0 43200 > th dose dependent rect. 8 5
979 331.31 temperature 25.0 43200 < th dose independent rect. 21 10
996 331.36 precipitation 0.1 43200 < th dose independent rect. 13 21
997 331.36 precipitation 0.1 43200 < th dose dependent rect. 13 21