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Os01g0113900

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

Description : Protein kinase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.7 (0.0343) R2 : 0.626
β1 : -0.872 (0.128) R2dD : 0.0415 R2D : -0.0116
β2 : -- (--) R2dC : -- R2C : --
β3 : -4.65 (0.186) R2dE : 0.588 R2E : 0.566
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.228 (0.0763) R2dN8 : 0.0112 R2N8 : 0.0547
σ : 0.633
deviance : 184.98
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C
peak time of C : --
E
wheather : radiation
threshold : 2.273
memory length : 1518
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 = 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
179.95 0.63 9.61 -0.508 0.454 -5.12 -0.343 -4.4 0.394 10.8 1.281 1481 -- --
188.41 0.639 9.67 -0.932 0.52 -4.6 -0.0523 -- 0.299 10.7 1.493 1485 -- --
180.28 0.625 9.62 -0.587 0.471 -5.02 -- -3.81 0.376 10.5 1.367 1480 -- --
181.18 0.627 9.71 -0.866 0.274 -4.69 -- -- 0.203 6 2.173 1522 -- --
185.08 0.634 9.65 -0.63 -- -5.2 -- -3.15 0.324 -- 1.704 1507 -- --
379.76 0.914 9.54 -0.0283 0.943 -- -0.345 -- 0.852 11.2 -- -- -- --
380.24 0.913 9.54 -0.043 0.946 -- -- -- 0.85 11.1 -- -- -- --
184.98 0.633 9.7 -0.872 -- -4.65 -- -- 0.228 -- 2.273 1518 -- --
197.74 0.655 9.66 -- 0.309 -4.24 -- -- 0.361 6.33 2.453 1534 -- --
436.06 0.976 9.56 -0.0653 -- -- -- -- 0.843 -- -- -- -- --
380.29 0.912 9.54 -- 0.946 -- -- -- 0.855 11.1 -- -- -- --
202.38 0.663 9.67 -- -- -4.27 -- -- 0.361 -- 2.45 1527 -- --
436.17 0.975 9.56 -- -- -- -- -- 0.85 -- -- -- -- --

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
1 178.69 radiation 1 1440 < th dose dependent rect. 8 22
2 179.59 radiation 1 1440 < th dose independent rect. 8 23
7 180.65 radiation 1 1440 > th dose independent rect. 8 22
27 183.42 radiation 1 1440 < th dose dependent rect. 5 23
32 183.62 radiation 1 1440 < th dose dependent rect. 5 14
33 183.66 radiation 1 1440 < th dose dependent rect. 5 16
45 184.73 radiation 1 1440 < th dose dependent rect. 17 23
46 184.93 radiation 1 1440 < th dose dependent rect. 23 20
51 184.98 radiation 1 1440 < th dose dependent rect. 20 23
58 185.03 radiation 1 1440 < th dose dependent no NA NA
59 185.03 radiation 1 1440 < th dose dependent rect. 2 23
85 185.25 radiation 1 1440 < th dose dependent rect. 11 23
101 186.39 radiation 1 1440 < th dose dependent sin 0 NA
105 187.23 radiation 1 1440 < th dose independent rect. 5 23
112 187.41 radiation 1 1440 < th dose independent rect. 5 14
119 187.64 radiation 1 1440 < th dose independent rect. 23 20
132 187.72 radiation 1 1440 < th dose independent no NA NA
133 187.72 radiation 1 1440 < th dose independent rect. 2 23
134 187.72 radiation 1 1440 < th dose independent rect. 11 23
175 188.24 radiation 1 1440 > th dose independent rect. 5 14
185 188.31 radiation 1 1440 < th dose independent rect. 17 23
189 188.67 radiation 1 1440 > th dose independent no NA NA
235 188.68 radiation 1 1440 > th dose independent rect. 11 23
249 189.87 radiation 1 1440 > th dose independent rect. 17 23
254 190.32 radiation 1 1440 < th dose independent sin 0 NA
263 190.93 radiation 1 1440 > th dose independent sin 0 NA
324 194.24 radiation 1 1440 < th dose dependent sin 14 NA
333 194.79 radiation 1 1440 < th dose dependent rect. 8 11
347 195.55 humidity 90 43200 > th dose dependent rect. 20 3
379 196.75 radiation 1 1440 < th dose independent sin 13 NA
396 197.36 radiation 1 1440 > th dose independent sin 14 NA
448 198.68 radiation 1 1440 < th dose dependent rect. 12 7
466 199.40 humidity 90 43200 > th dose independent rect. 21 1
519 203.04 humidity 90 43200 > th dose independent rect. 18 5
521 203.12 wind 5 43200 < th dose independent rect. 11 1
523 203.16 radiation 1 1440 > th dose independent rect. 8 11
560 203.76 radiation 1 1440 < th dose independent rect. 8 11
562 203.78 wind 5 43200 > th dose independent rect. 11 1
596 204.17 humidity 90 43200 < th dose independent rect. 20 2
712 206.82 temperature 25 14400 > th dose dependent rect. 17 1
734 207.27 radiation 1 1440 > th dose independent rect. 12 7
764 207.47 wind 3 43200 > th dose dependent rect. 11 1
773 207.69 radiation 1 1440 < th dose independent rect. 12 7
776 207.72 temperature 25 14400 > th dose dependent rect. 15 3
816 208.71 humidity 90 43200 > th dose dependent sin 17 NA
828 208.99 wind 5 43200 < th dose independent rect. 20 1
856 209.48 temperature 25 14400 > th dose dependent rect. 14 10
858 209.49 temperature 25 14400 > th dose dependent rect. 14 15
874 209.73 wind 7 43200 < th dose independent rect. 17 1
876 209.76 wind 5 43200 > th dose independent rect. 20 1
932 210.13 humidity 90 43200 > th dose independent rect. 18 1
943 210.20 temperature 25 14400 > th dose dependent sin 17 NA
952 210.37 humidity 80 43200 > th dose independent rect. 11 4
962 210.52 humidity 90 43200 < th dose independent rect. 18 1
972 210.65 humidity 80 43200 < th dose independent rect. 11 3