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Os01g0698100

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

Description : SWAP/Surp domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.3 (0.0134) R2 : 0.059
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.151 (0.0282) R2dN8 : 0.0762 R2N8 : 0.059
σ : 0.252
deviance : 29.11
__
_____
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 = radiation, 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
18.43 0.202 10.3 -0.26 0.333 -0.0769 0.0215 1.47 0.103 4.59 29.66 304 -- --
20.33 0.212 10.3 -0.257 0.37 -0.158 0.647 -- 0.122 3.48 19.11 2344 -- --
18.43 0.2 10.3 -0.261 0.332 -0.0759 -- 1.48 0.102 4.59 29.66 305 -- --
21.18 0.214 10.3 -0.239 0.301 -0.252 -- -- 0.105 4.21 31.53 39038 -- --
21.4 0.215 10.4 -0.295 -- 0.244 -- 1.77 0.121 -- 35.06 421 -- --
21.46 0.217 10.3 -0.258 0.3 -- 0.624 -- 0.118 4.46 -- -- -- --
22.45 0.222 10.3 -0.262 0.308 -- -- -- 0.115 4.85 -- -- -- --
24.97 0.233 10.3 -0.207 -- 0.27 -- -- 0.138 -- 30.39 518 -- --
21.45 0.216 10.3 -- 0.311 -0.348 -- -- 0.168 4.83 46.45 47520 -- --
27.45 0.245 10.3 -0.251 -- -- -- -- 0.123 -- -- -- -- --
24.27 0.23 10.3 -- 0.303 -- -- -- 0.144 4.88 -- -- -- --
25.88 0.237 10.3 -- -- 0.291 -- -- 0.175 -- 20.05 465 -- --
29.11 0.252 10.3 -- -- -- -- -- 0.151 -- -- -- -- --

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 17.86 radiation 1 720 > th dose dependent sin 7 NA
5 18.00 radiation 20 720 > th dose dependent sin 9 NA
9 18.05 radiation 1 720 > th dose dependent rect. 5 8
45 18.20 radiation 20 720 > th dose dependent rect. 7 5
135 18.31 temperature 20 720 < th dose independent rect. 4 2
136 18.31 radiation 30 720 < th dose independent rect. 7 8
165 18.34 radiation 30 720 < th dose independent rect. 6 11
166 18.34 radiation 30 720 < th dose independent rect. 5 13
209 18.39 radiation 40 720 > th dose independent sin 10 NA
228 18.40 radiation 30 270 < th dose independent rect. 12 23
237 18.41 radiation 30 270 < th dose independent rect. 14 23
250 18.42 radiation 30 720 > th dose independent sin 8 NA
252 18.42 radiation 30 270 < th dose independent rect. 10 23
261 18.44 radiation 30 720 < th dose independent rect. 5 22
281 18.48 radiation 30 270 < th dose independent no NA NA
284 18.48 radiation 30 270 < th dose independent rect. 2 23
287 18.49 radiation 40 720 < th dose independent sin 1 NA
293 18.49 radiation 30 270 < th dose independent rect. 21 23
299 18.51 radiation 30 270 < th dose independent rect. 23 23
301 18.52 radiation 30 270 < th dose independent rect. 19 23
309 18.54 radiation 30 1440 < th dose independent rect. 16 20
318 18.55 radiation 20 270 > th dose dependent rect. 11 23
335 18.59 radiation 40 720 > th dose independent rect. 8 4
377 18.60 radiation 20 270 > th dose dependent no NA NA
386 18.60 radiation 20 270 > th dose dependent rect. 7 9
530 18.61 radiation 30 1440 < th dose independent rect. 18 18
597 18.64 radiation 20 270 > th dose dependent sin 1 NA
658 18.68 radiation 30 270 < th dose independent sin 22 NA
942 18.72 radiation 30 1440 < th dose independent sin 9 NA