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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os09g0326100

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

Description : Protein kinase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.75 (0.0512) R2 : 0.251
β1 : 1.98 (0.197) R2dD : 0.197 R2D : 0.0913
β2 : 0.696 (0.13) R2dC : 0.0473 R2C : 0.037
β3 : -1.83 (0.231) R2dE : 0.128 R2E : 0.0164
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.228 (0.115) R2dN8 : 0.00987 R2N8 : -0.0257
σ : 0.941
deviance : 408.37
__
_____
C
peak time of C : 19.1
E
wheather : temperature
threshold : 9.67
memory length : 1132
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
403.16 0.943 3.73 2.18 0.693 -1.83 1.32 0.825 0.269 19 14.09 1134 -- --
403.72 0.936 3.75 2.01 0.706 -1.83 1.33 -- 0.224 19.1 11.57 1114 -- --
407.59 0.94 3.73 2.18 0.714 -1.85 -- 0.968 0.28 19.2 12.21 1108 -- --
408.37 0.941 3.75 1.98 0.696 -1.83 -- -- 0.228 19.1 9.67 1132 -- --
429.44 0.965 3.71 2.2 -- -1.84 -- 0.962 0.291 -- 12.55 1299 -- --
456.46 1 3.82 1.45 0.699 -- 1.34 -- -0.0953 17.9 -- -- -- --
460.85 1.01 3.82 1.44 0.706 -- -- -- -0.0898 17.7 -- -- -- --
429.91 0.966 3.74 1.99 -- -1.83 -- -- 0.225 -- 10.53 1293 -- --
498.57 1.04 3.83 -- 0.675 -0.981 -- -- -0.113 18.7 5.267 1110 -- --
486.74 1.03 3.81 1.42 -- -- -- -- -0.106 -- -- -- -- --
515.63 1.06 3.86 -- 0.684 -- -- -- -0.25 17.8 -- -- -- --
520.39 1.06 3.81 -- -- -1 -- -- -0.117 -- 7.648 1264 -- --
539.9 1.08 3.85 -- -- -- -- -- -0.264 -- -- -- -- --

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
1 399.56 temperature 10 1440 > th dose dependent rect. 6 3
4 399.60 radiation 10 4320 < th dose independent rect. 22 9
5 399.60 radiation 10 4320 < th dose independent rect. 18 13
10 399.69 radiation 10 4320 < th dose independent rect. 24 7
12 399.70 temperature 30 1440 < th dose dependent rect. 6 3
13 399.79 radiation 10 4320 < th dose independent rect. 4 3
22 400.05 radiation 10 4320 > th dose dependent rect. 5 2
52 401.06 temperature 10 270 > th dose dependent rect. 10 23
85 402.17 temperature 30 720 < th dose dependent rect. 17 16
86 402.18 temperature 15 720 > th dose dependent rect. 17 16
122 402.93 temperature 10 720 > th dose dependent rect. 14 22
128 403.06 radiation 10 4320 > th dose independent rect. 5 2
140 403.09 temperature 10 720 > th dose dependent sin 11 NA
145 403.17 temperature 10 1440 > th dose dependent sin 4 NA
199 403.59 temperature 10 270 > th dose dependent rect. 22 22
205 403.67 temperature 10 720 > th dose dependent rect. 19 17
250 403.99 temperature 30 720 < th dose dependent sin 11 NA
371 404.51 radiation 40 4320 < th dose dependent rect. 22 8
441 404.70 temperature 10 1440 > th dose dependent rect. 4 20
462 404.74 temperature 15 270 > th dose dependent rect. 1 17
544 404.90 radiation 10 14400 < th dose independent rect. 17 1
558 404.92 radiation 40 4320 < th dose dependent rect. 19 11
607 405.00 wind 5 43200 > th dose independent rect. 20 6
615 405.01 temperature 10 1440 > th dose dependent no NA NA
632 405.05 temperature 30 1440 < th dose dependent sin 4 NA
665 405.12 wind 5 43200 > th dose dependent rect. 20 10
694 405.25 wind 5 43200 > th dose independent rect. 20 16
702 405.27 radiation 10 14400 < th dose independent rect. 17 9
749 405.36 wind 5 43200 < th dose independent rect. 20 6
765 405.40 wind 5 43200 < th dose independent rect. 20 16
786 405.45 wind 5 43200 > th dose independent rect. 20 11
790 405.46 wind 5 43200 < th dose independent rect. 20 10
826 405.53 radiation 30 4320 < th dose independent rect. 22 10
849 405.60 radiation 10 14400 < th dose independent rect. 17 3
855 405.61 radiation 10 14400 < th dose independent rect. 17 6
882 405.67 wind 5 43200 > th dose dependent rect. 20 8
886 405.68 wind 5 43200 > th dose independent rect. 20 14
946 405.84 radiation 30 4320 < th dose independent rect. 24 8
956 405.85 radiation 30 4320 < th dose independent rect. 19 13
966 405.88 radiation 30 4320 < th dose independent rect. 7 1
970 405.88 radiation 20 4320 < th dose dependent rect. 4 2
971 405.88 wind 5 43200 > th dose dependent rect. 20 6