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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.

Os06g0171800

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

Description : Zinc finger, Rad18-type putative domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.68 (0.0351) R2 : 0.173
β1 : -0.908 (0.136) R2dD : 0.0967 R2D : 0.00888
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.08 (0.123) R2dE : 0.175 R2E : 0.0766
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.155 (0.0789) R2dN8 : 0.0108 R2N8 : -0.0237
σ : 0.647
deviance : 192.97
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 20.54
memory length : 967
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
183.54 0.637 4.71 -1.13 0.306 0.899 -0.917 -1.19 -0.222 5.31 20.9 852 -- --
187.01 0.637 4.68 -0.899 0.301 1.03 -0.797 -- -0.156 4.66 20.5 895 -- --
185.19 0.634 4.71 -1.12 0.281 0.914 -- -1.19 -0.199 4.76 20.7 904 -- --
188.64 0.64 4.68 -0.897 0.294 1.05 -- -- -0.154 4.47 20.5 897 -- --
189.19 0.641 4.71 -1.13 -- 0.955 -- -1.15 -0.199 -- 20.5 970 -- --
216.58 0.69 4.63 -0.508 0.357 -- -0.833 -- 0.0763 3.43 -- -- -- --
218.58 0.692 4.63 -0.493 0.352 -- -- -- 0.0815 2.82 -- -- -- --
192.97 0.647 4.68 -0.908 -- 1.08 -- -- -0.155 -- 20.54 967 -- --
206.85 0.67 4.64 -- 0.322 0.741 -- -- -0.00311 4.12 20.62 752 -- --
225.74 0.702 4.63 -0.478 -- -- -- -- 0.0905 -- -- -- -- --
224.98 0.702 4.62 -- 0.342 -- -- -- 0.136 2.81 -- -- -- --
211.29 0.677 4.65 -- -- 0.728 -- -- -0.0266 -- 21.39 882 -- --
231.76 0.711 4.61 -- -- -- -- -- 0.144 -- -- -- -- --

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
1 181.66 temperature 30.0 720 < th dose dependent rect. 17 18
8 182.52 temperature 15.0 720 > th dose dependent rect. 16 17
18 182.91 temperature 10.0 720 > th dose dependent rect. 19 16
21 182.99 temperature 10.0 720 > th dose dependent sin 10 NA
24 183.03 temperature 25.0 1440 < th dose dependent rect. 22 1
38 183.20 temperature 30.0 1440 < th dose dependent rect. 4 1
40 183.24 humidity 90.0 14400 > th dose independent rect. 18 1
42 183.31 temperature 15.0 1440 > th dose dependent rect. 4 1
46 183.33 temperature 10.0 1440 > th dose dependent rect. 22 1
50 183.37 wind 3.0 43200 < th dose dependent rect. 8 1
56 183.46 temperature 15.0 1440 > th dose dependent rect. 18 12
58 183.48 temperature 30.0 1440 < th dose dependent rect. 18 12
63 183.50 humidity 90.0 14400 > th dose dependent sin 17 NA
68 183.54 radiation 1.0 14400 > th dose independent rect. 18 12
75 183.59 temperature 30.0 720 < th dose dependent sin 10 NA
84 183.63 humidity 90.0 14400 > th dose dependent rect. 15 10
90 183.63 humidity 90.0 14400 > th dose dependent rect. 9 18
98 183.67 humidity 90.0 14400 > th dose dependent rect. 17 8
118 183.73 humidity 90.0 14400 > th dose dependent rect. 18 6
155 183.85 humidity 90.0 14400 > th dose dependent rect. 12 14
179 183.91 temperature 15.0 1440 > th dose dependent rect. 18 8
192 183.93 temperature 30.0 1440 < th dose dependent rect. 18 8
209 183.97 humidity 90.0 14400 > th dose dependent rect. 6 21
247 184.05 temperature 20.0 1440 > th dose independent rect. 21 6
264 184.09 temperature 20.0 1440 > th dose dependent rect. 18 5
294 184.14 humidity 90.0 14400 > th dose dependent rect. 21 2
355 184.25 temperature 20.0 1440 > th dose independent rect. 21 10
377 184.27 humidity 90.0 14400 > th dose dependent rect. 2 22
420 184.36 atmosphere 995.0 43200 < th dose independent rect. 21 16
452 184.41 temperature 15.0 1440 > th dose dependent rect. 1 6
459 184.42 temperature 20.0 1440 > th dose dependent rect. 19 1
461 184.42 temperature 30.0 1440 < th dose dependent rect. 1 6
486 184.46 temperature 10.0 720 > th dose dependent rect. 21 21
525 184.51 temperature 20.0 1440 < th dose independent rect. 21 6
526 184.51 temperature 20.0 1440 < th dose independent rect. 21 10
568 184.56 temperature 20.0 1440 < th dose independent rect. 22 4
655 184.67 temperature 20.0 720 > th dose independent rect. 15 18
696 184.72 temperature 20.0 1440 > th dose independent sin 9 NA
744 184.79 atmosphere 995.0 43200 > th dose independent rect. 23 13
803 184.87 radiation 1.0 14400 > th dose independent rect. 4 3
839 184.92 atmosphere 995.0 43200 < th dose dependent sin 9 NA
875 184.99 humidity 90.0 14400 > th dose dependent no NA NA
883 185.00 precipitation 0.1 43200 < th dose independent rect. 5 11
887 185.00 precipitation 0.1 43200 < th dose dependent rect. 5 11
889 185.01 temperature 20.0 1440 < th dose independent sin 9 NA
896 185.02 radiation 1.0 14400 < th dose independent rect. 19 12
900 185.03 radiation 1.0 14400 < th dose independent rect. 4 3
905 185.04 radiation 1.0 14400 < th dose independent rect. 1 6
912 185.05 humidity 90.0 14400 > th dose dependent rect. 18 1
927 185.06 humidity 90.0 14400 > th dose dependent rect. 14 23
931 185.07 precipitation 0.1 43200 > th dose independent rect. 5 11
939 185.08 atmosphere 995.0 43200 > th dose independent rect. 1 10
955 185.10 humidity 90.0 14400 > th dose dependent rect. 21 23
981 185.14 temperature 20.0 1440 < th dose independent rect. 1 1
985 185.14 temperature 30.0 4320 < th dose dependent rect. 19 1
988 185.15 atmosphere 995.0 43200 < th dose independent rect. 1 10