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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.

Os09g0540600

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

Description : Similar to WD-40 repeat protein MSI1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.15 (0.0265) R2 : 0.886
β1 : 1.11 (0.0982) R2dD : 0.0339 R2D : 0.0454
β2 : 2.97 (0.0738) R2dC : 0.489 R2C : 0.692
β3 : 2.2 (0.104) R2dE : 0.139 R2E : 0.368
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.231 (0.0568) R2dN8 : 0.00547 R2N8 : -0.00212
σ : 0.495
deviance : 113.16
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_____
C
peak time of C : 20.1
E
wheather : temperature
threshold : 25.4
memory length : 294
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
111.78 0.497 6.17 0.951 2.97 2.33 0.622 -1.47 0.185 20.1 25.4 286 -- --
112.5 0.494 6.16 1.12 2.99 2.18 0.667 -- 0.215 20.1 25.36 287 -- --
112.85 0.495 6.16 0.978 2.95 2.31 -- -1.05 0.196 20.1 25.4 294 -- --
113.16 0.495 6.15 1.11 2.97 2.2 -- -- 0.231 20.1 25.4 294 -- --
408.73 0.942 6.22 -0.00208 -- 4.55 -- -2.92 -0.445 -- 24.2 533 -- --
191.8 0.649 6.14 1.5 3.74 -- 1.31 -- 0.362 19.4 -- -- -- --
196.49 0.656 6.14 1.47 3.74 -- -- -- 0.365 19.4 -- -- -- --
412.93 0.946 6.14 0.629 -- 4.28 -- -- -0.0809 -- 24.5 522 -- --
144.71 0.56 6.19 -- 2.94 2.39 -- -- 0.118 20.1 25.3 314 -- --
939.55 1.43 6.05 1.4 -- -- -- -- 0.303 -- -- -- -- --
253.21 0.744 6.17 -- 3.72 -- -- -- 0.201 19.4 -- -- -- --
423.01 0.958 6.15 -- -- 4.38 -- -- -0.155 -- 24.5 533 -- --
991.6 1.47 6.08 -- -- -- -- -- 0.147 -- -- -- -- --

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
1 108.03 temperature 25 270 > th dose dependent rect. 9 12
6 108.94 temperature 25 270 > th dose dependent sin 23 NA
12 109.66 temperature 25 270 > th dose dependent rect. 2 19
40 110.61 temperature 25 270 > th dose dependent rect. 9 22
116 112.54 temperature 25 270 > th dose dependent no NA NA
132 112.67 temperature 25 90 > th dose dependent sin 19 NA
153 113.59 temperature 25 720 > th dose dependent rect. 19 19
157 113.73 temperature 25 270 > th dose dependent rect. 17 23
203 116.16 temperature 25 720 > th dose dependent rect. 5 9
211 116.32 temperature 25 720 > th dose dependent rect. 8 6
214 116.44 temperature 10 270 > th dose dependent sin 23 NA
255 117.47 temperature 25 720 > th dose dependent sin 7 NA
267 117.66 temperature 30 270 < th dose dependent rect. 7 13
341 119.60 temperature 30 270 < th dose independent rect. 5 22
436 121.73 temperature 30 720 < th dose dependent rect. 7 6
461 122.05 temperature 30 270 < th dose dependent sin 22 NA
465 122.12 temperature 10 720 > th dose dependent rect. 4 10
511 122.69 temperature 25 14400 > th dose independent rect. 10 1
554 123.15 temperature 25 14400 < th dose independent rect. 10 1
563 123.33 temperature 30 270 < th dose independent rect. 13 23
660 124.43 temperature 20 14400 > th dose dependent rect. 17 1
668 124.50 temperature 30 14400 < th dose independent rect. 15 1
669 124.51 temperature 30 270 < th dose independent rect. 7 15
686 124.70 temperature 30 14400 > th dose independent rect. 15 1
698 124.81 temperature 30 720 < th dose independent rect. 15 21
775 125.58 temperature 30 14400 < th dose dependent rect. 17 1
813 125.83 temperature 25 14400 > th dose independent rect. 4 10
838 126.00 temperature 20 4320 > th dose dependent rect. 8 1
840 126.01 temperature 25 14400 < th dose independent rect. 4 10
869 126.13 temperature 25 14400 > th dose independent rect. 10 10
879 126.15 temperature 20 4320 > th dose dependent rect. 8 3
917 126.32 temperature 25 14400 < th dose independent rect. 10 10
942 126.44 temperature 25 14400 < th dose independent rect. 7 13
945 126.45 temperature 25 14400 > th dose independent sin 0 NA
946 126.45 temperature 25 14400 < th dose independent sin 0 NA