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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.

Os03g0398900

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 : 5.94 (0.0405) R2 : 0.511
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.938 (0.103) R2dC : 0.0905 R2C : -0.0445
β3 : 1.37 (0.195) R2dE : 0.0545 R2E : -0.0797
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.65 (0.0854) R2dN8 : 0.522 R2N8 : 0.384
σ : 0.76
deviance : 266.12
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_____
C
peak time of C : 8.35
E
wheather : humidity
threshold : 70.17
memory length : 7749
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 = humidity, 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
251.11 0.745 5.96 -0.277 0.933 1.19 0.573 3.24 -1.66 8.54 74.36 6399 -- --
265.15 0.758 5.93 -0.172 0.945 1.32 0.362 -- -1.66 8.31 70.02 7720 -- --
252.07 0.739 5.96 -0.228 0.941 1.2 -- 3.2 -1.68 8.48 75.74 6384 -- --
265.41 0.759 5.94 -0.172 0.951 1.36 -- -- -1.66 8.36 70.12 7729 -- --
294.61 0.799 6 -0.229 -- 1.03 -- 3.53 -1.7 -- 76.39 5885 -- --
292.16 0.801 5.95 -0.325 0.843 -- 0.361 -- -1.66 8.54 -- -- -- --
292.57 0.801 5.95 -0.314 0.843 -- -- -- -1.66 8.51 -- -- -- --
305.7 0.814 5.96 -0.214 -- 1.35 -- -- -1.62 -- 70.17 7174 -- --
266.12 0.76 5.94 -- 0.938 1.37 -- -- -1.65 8.35 70.17 7749 -- --
332.35 0.852 5.97 -0.31 -- -- -- -- -1.65 -- -- -- -- --
295.17 0.804 5.94 -- 0.842 -- -- -- -1.62 8.53 -- -- -- --
306.7 0.816 5.97 -- -- 1.42 -- -- -1.62 -- 71.1 7187 -- --
334.89 0.854 5.97 -- -- -- -- -- -1.61 -- -- -- -- --

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
1 241.98 wind 9.0 43200 < th dose independent rect. 10 4
2 243.19 wind 9.0 43200 > th dose independent rect. 10 4
3 243.28 wind 5.0 14400 < th dose dependent rect. 3 3
4 243.62 precipitation 0.1 14400 > th dose independent rect. 4 13
5 243.63 precipitation 0.1 14400 < th dose independent rect. 4 13
6 243.63 precipitation 0.1 14400 < th dose dependent rect. 4 13
7 243.71 wind 5.0 14400 < th dose dependent rect. 4 1
12 244.05 wind 1.0 14400 > th dose dependent rect. 3 3
16 244.42 wind 3.0 14400 < th dose independent rect. 24 6
22 244.51 wind 1.0 14400 > th dose dependent rect. 24 6
23 244.53 wind 5.0 14400 < th dose dependent rect. 24 6
34 245.04 precipitation 0.1 14400 > th dose dependent rect. 4 12
35 245.05 wind 3.0 14400 < th dose independent rect. 3 3
42 245.13 wind 5.0 43200 < th dose dependent rect. 1 1
43 245.15 wind 7.0 43200 > th dose dependent rect. 11 2
46 245.26 wind 3.0 14400 > th dose independent rect. 24 6
50 245.35 wind 3.0 43200 < th dose independent rect. 5 2
53 245.45 precipitation 0.1 14400 > th dose dependent rect. 4 6
55 245.68 precipitation 0.1 14400 < th dose independent rect. 4 10
57 245.68 precipitation 0.1 14400 < th dose dependent rect. 4 10
61 245.76 wind 3.0 14400 > th dose independent rect. 3 3
67 245.87 precipitation 0.1 14400 > th dose dependent rect. 4 10
73 245.90 precipitation 0.1 14400 > th dose independent rect. 4 10
83 246.06 wind 3.0 43200 > th dose independent rect. 5 2
88 246.18 precipitation 0.1 14400 < th dose independent rect. 4 6
90 246.18 precipitation 0.1 14400 < th dose dependent rect. 4 6
97 246.23 precipitation 0.1 14400 > th dose dependent rect. 5 3
100 246.28 precipitation 0.1 14400 > th dose independent rect. 4 6
120 246.57 wind 1.0 43200 < th dose dependent rect. 12 1
131 246.77 wind 9.0 14400 < th dose independent rect. 6 5
138 246.82 wind 9.0 43200 > th dose independent rect. 11 2
140 246.85 wind 9.0 14400 < th dose independent rect. 9 2
142 246.87 precipitation 0.1 14400 > th dose independent rect. 5 3
147 246.93 precipitation 0.1 14400 < th dose independent rect. 5 3
148 246.93 wind 9.0 14400 > th dose independent rect. 6 5
149 246.93 precipitation 0.1 14400 < th dose dependent rect. 5 3
160 247.16 wind 9.0 14400 < th dose independent rect. 4 9
166 247.19 precipitation 0.1 14400 < th dose independent sin 2 NA
167 247.19 precipitation 0.1 14400 < th dose dependent sin 2 NA
169 247.21 precipitation 0.1 14400 > th dose independent sin 2 NA
218 247.93 wind 7.0 43200 > th dose dependent rect. 10 4
271 248.44 wind 9.0 14400 < th dose independent rect. 1 12
282 248.51 radiation 30.0 43200 > th dose independent rect. 11 1
320 248.82 wind 9.0 14400 > th dose independent rect. 9 2
354 249.06 wind 9.0 43200 > th dose independent rect. 4 10
357 249.06 wind 9.0 14400 < th dose dependent rect. 24 13
360 249.08 wind 1.0 14400 > th dose dependent rect. 24 13
411 249.39 precipitation 0.1 14400 > th dose dependent sin 3 NA
437 249.51 radiation 30.0 43200 < th dose independent rect. 11 1
569 250.32 humidity 90.0 14400 > th dose dependent rect. 16 1
609 250.58 wind 9.0 43200 > th dose dependent rect. 10 6
624 250.68 precipitation 0.1 14400 > th dose independent rect. 15 1
625 250.68 precipitation 0.1 14400 > th dose dependent rect. 15 1
633 250.74 humidity 90.0 14400 > th dose dependent rect. 9 1
650 250.81 wind 1.0 14400 > th dose dependent sin 7 NA
661 250.88 precipitation 0.1 14400 < th dose independent rect. 15 1
662 250.88 precipitation 0.1 14400 < th dose dependent rect. 15 1
674 250.94 humidity 80.0 14400 > th dose independent rect. 10 1
695 251.04 wind 9.0 14400 < th dose dependent sin 7 NA
700 251.06 wind 3.0 43200 < th dose independent rect. 1 13
744 251.21 humidity 70.0 14400 < th dose dependent rect. 11 1
776 251.39 precipitation 0.1 14400 > th dose dependent rect. 18 1
795 251.47 precipitation 0.1 14400 < th dose independent rect. 18 1
798 251.47 precipitation 0.1 14400 < th dose dependent rect. 18 1
808 251.50 temperature 20.0 14400 < th dose independent rect. 20 1
835 251.62 humidity 60.0 14400 < th dose dependent rect. 13 1
836 251.63 precipitation 0.1 14400 > th dose independent rect. 18 1
854 251.69 humidity 90.0 14400 > th dose independent rect. 13 1
855 251.69 wind 3.0 43200 > th dose independent rect. 1 13
856 251.70 humidity 90.0 14400 > th dose dependent rect. 7 1
871 251.77 wind 3.0 43200 < th dose independent rect. 23 15
892 251.90 humidity 90.0 14400 < th dose dependent rect. 3 1
966 252.21 humidity 90.0 14400 > th dose dependent rect. 7 3
969 252.22 humidity 70.0 14400 < th dose dependent rect. 8 5
996 252.29 wind 9.0 14400 > th dose dependent rect. 5 8