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Os07g0684500

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

Description : Non-protein coding transcript, unclassifiable transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.47 (0.0325) R2 : 0.707
β1 : -1.38 (0.123) R2dD : 0.0911 R2D : 0.134
β2 : 1.66 (0.0919) R2dC : 0.255 R2C : 0.404
β3 : 2.03 (0.151) R2dE : 0.167 R2E : 0.361
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0645 (0.0747) R2dN8 : 0.000729 R2N8 : -0.00325
σ : 0.597
deviance : 164.53
__
_____
C
peak time of C : 5.59
E
wheather : temperature
threshold : 29.13
memory length : 113
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
160.86 0.596 7.44 -1.08 1.69 1.97 0.483 -1.77 0.132 5.58 29.45 98 -- --
165 0.598 7.47 -1.32 1.73 1.93 0.246 -- 0.0425 5.54 29.33 98 -- --
161.34 0.592 7.44 -1.1 1.67 2.01 -- -1.64 0.122 5.59 29.86 103 -- --
164.53 0.597 7.47 -1.38 1.66 2.03 -- -- 0.0645 5.59 29.13 113 -- --
263.46 0.756 7.41 -0.642 -- 3.63 -- -2.46 0.352 -- 32.95 215 -- --
218.8 0.693 7.56 -1.87 2.2 -- 0.382 -- -0.348 4.9 -- -- -- --
219.18 0.693 7.56 -1.87 2.21 -- -- -- -0.35 4.9 -- -- -- --
265.9 0.759 7.46 -1.01 -- 3.47 -- -- 0.267 -- 31.62 206 -- --
208.69 0.673 7.42 -- 1.53 2.57 -- -- 0.318 5.82 28.96 115 -- --
475.67 1.02 7.58 -1.79 -- -- -- -- -0.293 -- -- -- -- --
311.83 0.826 7.51 -- 2.17 -- -- -- -0.141 4.93 -- -- -- --
290.77 0.794 7.42 -- -- 3.75 -- -- 0.454 -- 31.04 216 -- --
560.53 1.11 7.54 -- -- -- -- -- -0.0943 -- -- -- -- --

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
1 150.81 temperature 10 270 > th dose dependent rect. 6 22
3 153.06 temperature 15 90 > th dose dependent rect. 8 21
22 156.30 temperature 30 270 < th dose dependent rect. 1 21
33 157.66 temperature 15 90 > th dose dependent rect. 19 23
35 158.01 temperature 30 30 < th dose dependent rect. 3 23
39 158.08 temperature 30 90 < th dose dependent rect. 11 23
41 158.21 temperature 30 90 < th dose dependent rect. 3 20
53 158.87 temperature 10 270 > th dose dependent rect. 17 23
80 160.47 temperature 30 90 < th dose dependent rect. 15 23
84 160.66 temperature 30 90 < th dose dependent rect. 13 23
92 160.91 temperature 30 90 < th dose dependent no NA NA
105 161.51 temperature 15 90 > th dose dependent no NA NA
109 161.69 temperature 30 90 < th dose dependent rect. 15 20
110 161.70 temperature 30 30 < th dose dependent rect. 5 15
147 162.82 humidity 80 43200 < th dose independent rect. 20 14
182 163.44 humidity 80 43200 < th dose independent rect. 1 9
197 163.71 temperature 30 10 < th dose dependent rect. 3 21
203 163.78 humidity 80 43200 > th dose independent rect. 20 13
228 164.27 temperature 30 10 < th dose dependent rect. 5 19
248 164.59 wind 1 43200 > th dose independent rect. 8 3
258 164.75 humidity 80 43200 > th dose independent rect. 2 7
261 164.84 humidity 80 43200 > th dose independent rect. 20 4
269 164.93 humidity 80 43200 < th dose independent rect. 20 4
277 165.06 humidity 80 43200 < th dose independent sin 9 NA
279 165.08 wind 1 43200 < th dose dependent rect. 8 4
289 165.15 humidity 80 43200 < th dose dependent rect. 19 13
333 165.72 temperature 30 30 < th dose dependent rect. 5 23
382 166.23 humidity 80 43200 < th dose dependent sin 9 NA
397 166.37 temperature 30 30 < th dose dependent rect. 19 23
398 166.38 humidity 80 43200 > th dose independent sin 9 NA
404 166.46 temperature 20 90 > th dose dependent rect. 22 23
428 166.67 humidity 80 43200 < th dose dependent rect. 20 1
497 167.43 wind 1 43200 < th dose dependent rect. 8 20
516 167.61 wind 1 43200 < th dose dependent rect. 8 18
558 168.16 humidity 90 43200 < th dose dependent rect. 3 6
598 168.55 humidity 90 43200 < th dose dependent rect. 4 1
608 168.71 humidity 80 43200 > th dose independent rect. 21 1
639 169.05 wind 1 43200 < th dose independent rect. 8 3
671 169.33 humidity 50 43200 < th dose independent rect. 14 1
675 169.35 humidity 80 43200 < th dose independent rect. 5 1
717 169.68 wind 1 43200 < th dose dependent rect. 6 20
729 169.78 temperature 30 90 < th dose dependent rect. 17 16
735 169.85 humidity 90 43200 < th dose dependent rect. 7 1
745 169.94 wind 1 43200 > th dose independent rect. 24 1
757 170.01 wind 5 43200 < th dose dependent rect. 8 13
759 170.04 wind 3 43200 > th dose independent rect. 9 8
776 170.15 wind 1 43200 > th dose dependent rect. 14 2
790 170.22 wind 5 43200 < th dose dependent rect. 8 10
796 170.26 wind 5 43200 < th dose dependent rect. 6 15
799 170.28 wind 1 43200 < th dose independent rect. 24 2
805 170.32 wind 9 43200 < th dose dependent rect. 14 2
826 170.45 humidity 50 43200 > th dose independent rect. 14 1
838 170.52 wind 3 43200 > th dose independent rect. 6 15
862 170.61 wind 3 43200 > th dose independent rect. 8 13
868 170.62 wind 1 43200 > th dose dependent rect. 12 9
886 170.69 wind 3 43200 < th dose independent rect. 8 9
889 170.69 wind 1 43200 > th dose dependent rect. 9 10
895 170.71 wind 3 43200 > th dose independent rect. 6 12
902 170.73 wind 1 43200 > th dose dependent rect. 9 12
906 170.74 wind 9 43200 < th dose dependent rect. 12 9
918 170.78 wind 5 43200 < th dose dependent sin 22 NA
946 170.90 humidity 80 43200 < th dose dependent rect. 23 6
960 170.93 wind 1 43200 > th dose dependent rect. 12 6
978 170.97 wind 3 43200 < th dose independent rect. 9 7
990 170.99 wind 3 43200 < th dose independent rect. 20 1
996 171.01 wind 3 43200 > th dose independent rect. 20 1
997 171.01 wind 9 43200 < th dose dependent rect. 12 6