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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.

Os07g0654100

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 : 3.51 (0.0292) R2 : 0.221
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.13 (0.101) R2dE : 0.218 R2E : 0.201
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.185 (0.0617) R2dN8 : 0.02 R2N8 : 0.00296
σ : 0.548
deviance : 138.36
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 24.6
memory length : 515
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
127.37 0.53 3.48 -0.0145 0.534 0.836 -0.173 3.18 -0.0862 21.7 25.92 114 -- --
129.76 0.531 3.51 -0.341 0.534 1.17 -0.281 -- -0.137 21.8 26.7 122 -- --
127.43 0.526 3.47 -0.0117 0.531 0.848 -- 3.32 -0.0792 21.7 26.29 113 -- --
130.03 0.531 3.51 -0.327 0.541 1.18 -- -- -0.136 21.8 26.7 113 -- --
134.92 0.541 3.5 -0.101 -- 1.12 -- 1.58 -0.189 -- 24.3 493 -- --
151.15 0.576 3.51 -0.173 0.678 -- -0.0541 -- -0.119 19.4 -- -- -- --
151.16 0.576 3.51 -0.172 0.678 -- -- -- -0.119 19.4 -- -- -- --
134.29 0.54 3.52 -0.399 -- 1.2 -- -- -0.243 -- 24.4 523 -- --
132.81 0.537 3.5 -- 0.541 1.12 -- -- -0.0932 21.5 26.95 113 -- --
175.69 0.619 3.5 -0.183 -- -- -- -- -0.13 -- -- -- -- --
151.94 0.577 3.51 -- 0.68 -- -- -- -0.1 19.4 -- -- -- --
138.36 0.548 3.51 -- -- 1.13 -- -- -0.185 -- 24.6 515 -- --
176.57 0.62 3.49 -- -- -- -- -- -0.11 -- -- -- -- --

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
1 122.70 temperature 25.0 270 > th dose dependent rect. 16 22
4 124.00 temperature 25.0 720 > th dose dependent rect. 4 7
5 124.02 temperature 30.0 720 > th dose independent rect. 8 4
54 124.62 temperature 30.0 270 > th dose independent rect. 16 22
83 125.32 temperature 25.0 720 > th dose dependent rect. 8 1
84 125.34 temperature 30.0 720 > th dose independent sin 7 NA
104 125.63 atmosphere 1000.0 43200 < th dose dependent rect. 22 1
111 125.79 temperature 30.0 720 < th dose independent rect. 5 10
116 125.87 atmosphere 1000.0 43200 < th dose independent rect. 19 1
117 125.88 atmosphere 1000.0 43200 < th dose dependent rect. 18 1
121 125.91 atmosphere 1000.0 43200 < th dose dependent rect. 17 7
123 125.92 temperature 30.0 720 < th dose independent rect. 5 8
148 125.98 atmosphere 1000.0 43200 > th dose independent rect. 19 1
163 126.07 temperature 30.0 720 < th dose independent rect. 23 16
198 126.24 atmosphere 1000.0 43200 < th dose dependent sin 17 NA
217 126.28 temperature 30.0 720 < th dose independent sin 6 NA
234 126.32 atmosphere 1000.0 43200 < th dose dependent rect. 10 17
258 126.41 atmosphere 1000.0 43200 < th dose dependent rect. 17 20
272 126.45 temperature 25.0 720 > th dose dependent sin 6 NA
329 126.55 atmosphere 1000.0 43200 < th dose dependent no NA NA
351 126.58 atmosphere 1000.0 43200 < th dose dependent rect. 1 23
356 126.60 atmosphere 1000.0 43200 < th dose dependent rect. 20 23
434 126.73 temperature 30.0 720 > th dose dependent rect. 11 1
479 126.83 atmosphere 1000.0 43200 < th dose independent rect. 12 9
526 126.92 atmosphere 1000.0 43200 > th dose independent rect. 12 9
601 127.01 atmosphere 1000.0 43200 < th dose dependent sin 6 NA
603 127.02 atmosphere 1000.0 43200 < th dose independent sin 19 NA
627 127.05 atmosphere 1000.0 43200 > th dose independent sin 19 NA
721 127.15 precipitation 0.1 43200 > th dose dependent rect. 17 10
778 127.22 precipitation 0.1 43200 > th dose independent rect. 20 1
833 127.26 atmosphere 1005.0 43200 < th dose dependent rect. 8 4
878 127.29 atmosphere 1005.0 43200 < th dose dependent rect. 8 1
880 127.30 atmosphere 1000.0 43200 > th dose independent rect. 15 1
887 127.30 atmosphere 1000.0 43200 < th dose independent rect. 3 18
888 127.30 atmosphere 1005.0 43200 < th dose dependent rect. 10 1
910 127.31 atmosphere 1000.0 43200 > th dose independent rect. 15 22
923 127.32 atmosphere 1000.0 43200 > th dose independent rect. 15 20
925 127.32 atmosphere 1000.0 43200 < th dose independent rect. 15 20
930 127.32 atmosphere 1000.0 43200 < th dose independent rect. 15 22
948 127.34 precipitation 0.1 43200 < th dose independent rect. 20 1
969 127.34 precipitation 0.1 43200 < th dose dependent rect. 20 1