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Os07g0158400

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

Description : GCK domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.22 (0.0274) R2 : 0.358
β1 : -0.756 (0.101) R2dD : 0.0826 R2D : 0.0294
β2 : 0.834 (0.0687) R2dC : 0.208 R2C : 0.196
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.451 (0.0586) R2dN8 : 0.112 R2N8 : 0.0611
σ : 0.516
deviance : 121.6
__
_____
C
peak time of C : 15.3
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 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
99.4 0.468 8.24 -0.813 0.56 1.08 0.876 2.02 -0.487 17.6 10.32 62 -- --
105.41 0.478 8.23 -0.731 0.6 0.903 1.21 -- -0.467 16.6 9.488 58 -- --
100.99 0.468 8.24 -0.819 0.569 1.07 -- 2.05 -0.487 17.6 8.383 56 -- --
108.86 0.486 8.23 -0.757 0.583 0.95 -- -- -0.471 17.6 3.9 45 -- --
110.74 0.49 8.23 -0.803 -- 1.09 -- 1.8 -0.523 -- -2.648 227 -- --
116.29 0.506 8.22 -0.782 0.827 -- 1.28 -- -0.458 15.2 -- -- -- --
121.6 0.516 8.22 -0.756 0.834 -- -- -- -0.451 15.3 -- -- -- --
117.94 0.506 8.23 -0.803 -- 1.08 -- -- -0.532 -- -3.101 259 -- --
123.82 0.518 8.22 -- 0.589 0.998 -- -- -0.393 17.8 3.269 46 -- --
160.91 0.593 8.22 -0.791 -- -- -- -- -0.473 -- -- -- -- --
136.67 0.547 8.2 -- 0.849 -- -- -- -0.366 15.3 -- -- -- --
134.89 0.541 8.21 -- -- 1.07 -- -- -0.441 -- -2.82 245 -- --
177.43 0.622 8.2 -- -- -- -- -- -0.385 -- -- -- -- --

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 98.91 radiation 10 90 > th dose dependent rect. 11 23
2 99.36 radiation 1 90 > th dose dependent rect. 6 10
4 99.50 radiation 1 90 > th dose dependent rect. 4 12
33 99.76 radiation 40 30 < th dose dependent rect. 21 23
61 99.95 radiation 10 90 > th dose dependent no NA NA
248 100.22 radiation 1 90 > th dose dependent sin 2 NA
249 100.23 radiation 40 30 < th dose dependent no NA NA
250 100.24 radiation 40 30 < th dose dependent rect. 13 23
251 100.27 radiation 40 90 < th dose dependent sin 2 NA
252 100.28 radiation 20 30 < th dose independent rect. 21 23
273 100.46 radiation 1 270 > th dose dependent sin 7 NA
274 100.46 radiation 10 90 > th dose dependent rect. 15 23
275 100.49 radiation 40 30 < th dose dependent rect. 15 23
282 100.67 radiation 40 30 < th dose dependent rect. 11 23
283 100.71 radiation 40 30 < th dose dependent rect. 9 23
285 100.73 temperature 25 90 > th dose dependent rect. 19 21
303 100.81 radiation 40 270 < th dose dependent sin 6 NA
308 100.92 radiation 20 30 < th dose independent rect. 13 23
316 101.00 radiation 20 30 < th dose independent rect. 11 23
410 101.06 radiation 20 30 < th dose independent no NA NA
411 101.06 radiation 20 30 < th dose independent rect. 15 23
425 101.10 radiation 20 30 > th dose independent no NA NA
426 101.10 radiation 20 30 > th dose independent rect. 7 10
536 101.17 radiation 30 90 < th dose independent rect. 3 16
691 101.24 radiation 20 30 < th dose independent rect. 9 23
722 101.28 radiation 20 30 > th dose independent rect. 15 23
868 101.49 radiation 20 30 > th dose independent rect. 11 23
874 101.56 temperature 30 14400 > th dose dependent rect. 8 1
889 101.58 radiation 40 90 < th dose dependent rect. 5 14
999 101.74 radiation 20 30 < th dose independent rect. 23 23