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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.

Os07g0497500

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

Description : Similar to MYB transcription factor.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.4 (0.0251) R2 : 0.258
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.39 (0.117) R2dE : 0.242 R2E : 0.146
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.382 (0.0541) R2dN8 : 0.112 R2N8 : 0.0152
σ : 0.468
deviance : 100.86
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 12.89
memory length : 319
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
95.4 0.459 5.38 -0.097 0.186 -1.46 -0.806 1.11 0.409 15.6 9.605 257 -- --
96.11 0.457 5.41 -0.26 0.188 -1.43 -0.577 -- 0.36 15.5 14.44 251 -- --
96.96 0.459 5.4 -0.217 0.201 -1.47 -- 0.365 0.38 15.4 14.7 232 -- --
97.03 0.459 5.41 -0.27 0.204 -1.49 -- -- 0.364 15.4 14.2 232 -- --
98.25 0.462 5.4 -0.243 -- -1.29 -- 0.47 0.355 -- 12.81 317 -- --
118.32 0.51 5.45 -0.584 0.224 -- 0.821 -- 0.159 4.57 -- -- -- --
120.02 0.513 5.45 -0.588 0.235 -- -- -- 0.154 5.23 -- -- -- --
98.4 0.462 5.41 -0.318 -- -1.28 -- -- 0.334 -- 13.65 306 -- --
98.76 0.463 5.4 -- 0.247 -1.62 -- -- 0.41 15.6 12.83 232 -- --
122.91 0.518 5.45 -0.58 -- -- -- -- 0.16 -- -- -- -- --
129.14 0.532 5.43 -- 0.225 -- -- -- 0.22 5.33 -- -- -- --
100.86 0.468 5.4 -- -- -1.39 -- -- 0.382 -- 12.89 319 -- --
131.79 0.536 5.44 -- -- -- -- -- 0.225 -- -- -- -- --

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 93.64 temperature 30 270 < th dose dependent rect. 16 20
4 93.91 temperature 15 270 > th dose dependent rect. 17 23
6 94.11 temperature 15 270 > th dose dependent rect. 19 23
11 94.58 temperature 15 30 > th dose dependent rect. 23 23
14 94.94 temperature 10 270 > th dose dependent sin 6 NA
18 94.99 temperature 30 270 < th dose dependent sin 7 NA
30 95.42 temperature 10 270 > th dose dependent no NA NA
31 95.43 temperature 15 270 > th dose dependent rect. 4 23
34 95.48 temperature 30 270 < th dose dependent rect. 21 15
35 95.55 temperature 15 720 > th dose dependent rect. 19 16
51 95.75 temperature 30 30 < th dose dependent rect. 3 23
57 95.86 temperature 15 720 > th dose dependent sin 10 NA
58 95.87 temperature 30 270 < th dose dependent rect. 24 23
61 95.90 temperature 15 720 > th dose dependent rect. 21 19
75 96.18 temperature 15 720 > th dose dependent rect. 15 20
88 96.35 temperature 10 720 > th dose dependent rect. 23 17
96 96.47 temperature 15 90 > th dose dependent rect. 1 23
99 96.51 temperature 15 720 > th dose dependent rect. 15 18
115 96.62 temperature 15 720 > th dose dependent rect. 17 16
170 97.01 temperature 30 270 < th dose dependent rect. 20 23
175 97.06 temperature 30 270 < th dose dependent no NA NA
198 97.20 temperature 10 720 > th dose dependent rect. 12 23
211 97.28 temperature 15 720 > th dose dependent rect. 21 10
226 97.34 temperature 15 720 > th dose dependent rect. 23 4
227 97.34 temperature 15 720 > th dose dependent rect. 21 8
245 97.42 temperature 30 270 < th dose dependent rect. 7 23
262 97.53 temperature 30 1440 < th dose dependent rect. 8 1
266 97.55 temperature 15 1440 > th dose dependent rect. 8 1
271 97.56 temperature 15 270 > th dose dependent rect. 8 23
327 97.83 temperature 15 720 > th dose dependent rect. 23 6
353 97.89 temperature 15 270 > th dose dependent rect. 10 23
511 98.47 temperature 20 30 > th dose dependent rect. 2 20
603 98.76 temperature 30 30 < th dose dependent rect. 9 23
709 99.01 temperature 30 30 < th dose dependent rect. 7 23
714 99.03 temperature 25 4320 > th dose dependent rect. 7 5
727 99.05 temperature 30 270 < th dose dependent rect. 3 9
761 99.11 temperature 30 270 < th dose dependent rect. 1 11
768 99.12 temperature 25 4320 > th dose dependent rect. 24 12
803 99.19 temperature 25 720 < th dose dependent rect. 19 10
807 99.20 temperature 30 14400 < th dose independent rect. 15 1
848 99.26 temperature 25 720 < th dose dependent rect. 18 12
875 99.31 temperature 20 4320 > th dose dependent rect. 10 1
894 99.34 temperature 25 720 < th dose dependent sin 12 NA
918 99.38 temperature 30 14400 > th dose independent rect. 15 1
921 99.38 temperature 25 720 < th dose dependent rect. 21 7