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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.

Os01g0933300

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.97 (0.035) R2 : 0.000336
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0289 (0.0737) R2dN8 : 0.000434 R2N8 : 0.000336
σ : 0.66
deviance : 199.72
__
_____
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 = wind, 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
192.74 0.652 2.98 0.176 0.0218 -2.25 0.259 -4.79 0.0045 22.9 8.93 79 -- --
195.35 0.651 2.96 0.158 0.00974 -1.15 0.125 -- 0.0157 22.8 8.948 91 -- --
192.68 0.647 2.98 0.184 0.021 -2.23 -- -4.81 0.0102 18.8 8.988 63 -- --
195.33 0.651 2.96 0.151 0.0334 -1.1 -- -- 0.0171 18.9 8.9 91 -- --
192.74 0.647 2.98 0.187 -- -2.3 -- -4.97 0.00529 -- 8.982 63 -- --
199.11 0.662 2.97 0.0792 0.0736 -- -0.248 -- -0.0175 15.8 -- -- -- --
199.27 0.661 2.97 0.0755 0.0762 -- -- -- -0.0189 16.8 -- -- -- --
195.4 0.651 2.96 0.148 -- -1.13 -- -- 0.00875 -- 8.906 91 -- --
195.88 0.652 2.96 -- 0.0382 -1.06 -- -- -0.00266 18.2 9 91 -- --
199.58 0.66 2.97 0.0726 -- -- -- -- -0.0208 -- -- -- -- --
199.42 0.661 2.97 -- 0.0748 -- -- -- -0.0273 16.8 -- -- -- --
195.96 0.652 2.96 -- -- -1.06 -- -- -0.00917 -- 8.971 91 -- --
199.72 0.66 2.97 -- -- -- -- -- -0.0289 -- -- -- -- --

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
1 187.95 wind 1.0 10 < th dose dependent rect. 1 1
5 188.96 wind 1.0 10 < th dose independent rect. 1 1
17 190.06 humidity 60.0 10 < th dose dependent rect. 16 18
19 190.15 humidity 60.0 30 < th dose independent rect. 18 16
21 190.19 humidity 60.0 30 < th dose dependent rect. 18 16
22 190.20 wind 1.0 1440 < th dose dependent rect. 13 2
24 190.26 humidity 60.0 10 < th dose independent rect. 16 18
25 190.28 humidity 60.0 1440 > th dose independent rect. 3 6
27 190.33 humidity 60.0 270 < th dose dependent rect. 18 16
28 190.45 humidity 60.0 10 < th dose dependent sin 11 NA
29 190.47 humidity 60.0 4320 < th dose independent rect. 8 1
44 190.53 wind 1.0 1440 < th dose independent rect. 13 3
45 190.54 wind 1.0 10 < th dose dependent rect. 7 5
47 190.57 humidity 60.0 4320 < th dose dependent rect. 8 1
67 190.69 humidity 60.0 10 < th dose dependent rect. 14 21
68 190.70 wind 1.0 10 < th dose independent rect. 7 6
74 190.74 wind 1.0 10 < th dose dependent rect. 9 16
77 190.75 humidity 60.0 1440 > th dose independent rect. 20 13
78 190.75 wind 1.0 10 < th dose dependent rect. 8 14
80 190.78 wind 1.0 1440 > th dose independent rect. 13 3
84 190.81 precipitation 0.1 1440 > th dose independent rect. 23 1
85 190.81 precipitation 0.1 1440 > th dose dependent rect. 23 1
87 190.82 wind 1.0 10 < th dose independent rect. 8 17
96 190.90 humidity 60.0 30 < th dose independent sin 11 NA
107 190.98 humidity 60.0 30 > th dose independent sin 11 NA
110 190.99 humidity 60.0 270 < th dose independent rect. 8 1
137 190.99 humidity 60.0 270 < th dose dependent rect. 8 1
174 191.08 wind 1.0 10 < th dose dependent rect. 8 8
193 191.10 radiation 30.0 90 > th dose dependent rect. 15 18
201 191.13 wind 1.0 1440 > th dose independent rect. 13 5
202 191.14 temperature 30.0 10 < th dose independent rect. 1 23
210 191.18 humidity 60.0 10 < th dose independent rect. 9 1
272 191.19 humidity 60.0 10 < th dose dependent rect. 9 1
384 191.27 wind 9.0 30 < th dose independent sin 16 NA
441 191.41 wind 1.0 10 < th dose independent rect. 8 10
449 191.44 wind 1.0 10 < th dose independent rect. 8 8
462 191.48 humidity 60.0 10 < th dose independent rect. 14 21
524 191.63 radiation 40.0 30 > th dose dependent rect. 9 2
568 191.66 radiation 40.0 90 > th dose independent rect. 15 18
580 191.70 radiation 40.0 90 > th dose independent rect. 8 1
674 191.91 wind 1.0 10 < th dose dependent sin 21 NA
689 191.97 radiation 40.0 90 < th dose independent sin 12 NA
704 192.00 radiation 40.0 4320 > th dose independent rect. 15 1
705 192.00 precipitation 0.1 4320 < th dose independent rect. 7 1
721 192.00 precipitation 0.1 4320 < th dose dependent rect. 7 1
767 192.11 precipitation 0.1 4320 > th dose independent rect. 7 1
768 192.11 precipitation 0.1 4320 > th dose dependent rect. 7 1
820 192.20 wind 1.0 10 < th dose dependent rect. 1 6
836 192.30 wind 7.0 10 > th dose dependent rect. 15 1
889 192.34 wind 3.0 10 > th dose dependent rect. 7 9
901 192.34 wind 9.0 90 > th dose dependent rect. 14 21
903 192.35 wind 7.0 10 > th dose dependent sin 17 NA
942 192.40 wind 7.0 10 > th dose dependent rect. 15 21
950 192.45 humidity 90.0 1440 > th dose dependent rect. 8 1
953 192.46 wind 1.0 90 < th dose independent rect. 24 1
956 192.47 radiation 40.0 10 > th dose dependent sin 12 NA
991 192.51 humidity 80.0 270 < th dose dependent rect. 5 2
993 192.52 wind 9.0 90 > th dose independent rect. 14 21
999 192.53 wind 5.0 10 > th dose independent rect. 15 1