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Os07g0498300

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 : 12.7 (0.0155) R2 : 0.00792
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0621 (0.0325) R2dN8 : 0.0102 R2N8 : 0.00792
σ : 0.291
deviance : 38.89
__
_____
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 = 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
25.08 0.235 12.8 -0.514 0.287 -0.411 -0.182 0.792 -0.158 23.2 22.3 1531 -- --
26.21 0.238 12.8 -0.443 0.294 -0.68 -0.0562 -- -0.0778 23.2 18.5 4835 -- --
25.22 0.234 12.8 -0.514 0.288 -0.411 -- 0.8 -0.159 23.3 22.4 1575 -- --
26.19 0.238 12.8 -0.486 0.297 -0.73 -- -- -0.105 23.2 18.5 4840 -- --
28.52 0.249 12.8 -0.453 -- -0.428 -- 0.694 -0.149 -- 22.34 916 -- --
33.04 0.269 12.7 -0.102 0.295 -- -0.207 -- 0.0489 23.3 -- -- -- --
33.22 0.27 12.7 -0.094 0.295 -- -- -- 0.0496 23.4 -- -- -- --
30.12 0.256 12.8 -0.227 -- -0.429 -- -- -0.0948 -- 22.4 922 -- --
28.11 0.247 12.7 -- 0.261 -0.351 -- -- -0.0485 23 22.36 1225 -- --
38.69 0.291 12.7 -0.0864 -- -- -- -- 0.0525 -- -- -- -- --
33.45 0.271 12.7 -- 0.295 -- -- -- 0.06 23.3 -- -- -- --
31.37 0.261 12.7 -- -- -0.388 -- -- -0.0577 -- 22.4 903 -- --
38.89 0.291 12.7 -- -- -- -- -- 0.0621 -- -- -- -- --

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 24.95 temperature 10 720 > th dose dependent rect. 19 23
3 25.05 temperature 15 720 > th dose dependent rect. 11 22
6 25.09 temperature 30 1440 < th dose dependent rect. 12 17
37 25.19 temperature 30 1440 < th dose dependent sin 16 NA
78 25.25 temperature 30 270 < th dose dependent rect. 7 23
115 25.33 radiation 1 14400 < th dose independent rect. 18 13
129 25.34 temperature 25 1440 < th dose dependent rect. 21 1
138 25.34 temperature 30 1440 < th dose dependent rect. 2 20
143 25.35 radiation 1 14400 > th dose independent rect. 18 14
163 25.36 temperature 25 4320 > th dose independent rect. 12 1
164 25.36 temperature 30 1440 < th dose dependent no NA NA
165 25.36 temperature 30 1440 < th dose dependent rect. 17 5
183 25.37 temperature 25 4320 < th dose independent rect. 11 2
205 25.37 temperature 30 1440 < th dose dependent rect. 19 23
209 25.38 temperature 10 1440 > th dose dependent sin 15 NA
229 25.39 humidity 90 14400 < th dose independent rect. 22 9
230 25.39 temperature 10 1440 > th dose dependent rect. 20 1
258 25.39 temperature 30 1440 < th dose dependent rect. 17 23
284 25.41 radiation 1 14400 > th dose independent rect. 18 17
286 25.41 temperature 15 720 > th dose dependent no NA NA
308 25.42 temperature 25 4320 > th dose independent rect. 11 3
327 25.42 temperature 10 720 > th dose dependent rect. 1 23
332 25.43 radiation 1 14400 < th dose independent rect. 18 17
354 25.43 temperature 10 270 > th dose dependent rect. 3 23
478 25.48 temperature 30 1440 < th dose dependent rect. 17 1
508 25.49 humidity 90 14400 < th dose independent rect. 23 2
540 25.50 temperature 10 1440 > th dose dependent rect. 17 5
594 25.51 temperature 10 1440 > th dose dependent rect. 1 21
658 25.53 temperature 30 270 < th dose dependent no NA NA
704 25.53 temperature 30 270 < th dose dependent rect. 20 23
705 25.54 radiation 1 14400 > th dose independent rect. 5 4
706 25.54 radiation 1 14400 < th dose independent rect. 5 4
761 25.55 radiation 1 14400 < th dose independent sin 9 NA
817 25.56 radiation 1 14400 > th dose independent sin 9 NA
916 25.58 humidity 90 14400 < th dose independent rect. 22 5
925 25.58 radiation 1 14400 < th dose independent rect. 5 8
978 25.59 humidity 60 43200 < th dose independent rect. 8 1
980 25.59 radiation 1 14400 > th dose independent rect. 5 7