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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.

Os09g0238700

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.52 (0.029) R2 : 0.393
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.44 (0.091) R2dE : 0.352 R2E : 0.378
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.18 (0.0624) R2dN8 : 0.0151 R2N8 : 0.041
σ : 0.542
deviance : 135.6
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.8
memory length : 1113
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
121.93 0.519 4.61 -1.07 0.422 1.53 -0.067 -2.15 -0.0159 23.9 23.6 1341 -- --
125.51 0.522 4.57 -0.518 0.547 1.43 0.0298 -- 0.0461 0.0549 22.82 1416 -- --
121.95 0.514 4.61 -1.07 0.422 1.53 -- -2.16 -0.0157 24 23.6 1340 -- --
124.21 0.519 4.55 -0.446 0.451 1.31 -- -- 0.101 0.023 22.8 1362 -- --
127.48 0.526 4.6 -1.08 -- 1.76 -- -2.37 -0.0469 -- 23.21 1127 -- --
188.8 0.644 4.48 0.0129 0.584 -- 0.109 -- 0.4 0.672 -- -- -- --
188.85 0.644 4.48 0.009 0.584 -- -- -- 0.399 0.623 -- -- -- --
130.35 0.532 4.53 -0.468 -- 1.54 -- -- 0.11 -- 22.8 1126 -- --
129.2 0.529 4.52 -- 0.438 1.23 -- -- 0.193 0.0609 22.97 1341 -- --
210.2 0.677 4.47 0.0297 -- -- -- -- 0.41 -- -- -- -- --
188.85 0.643 4.48 -- 0.584 -- -- -- 0.398 0.624 -- -- -- --
135.6 0.542 4.52 -- -- 1.44 -- -- 0.18 -- 22.8 1113 -- --
210.22 0.677 4.47 -- -- -- -- -- 0.406 -- -- -- -- --

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
1 121.65 temperature 25 1440 > th dose dependent rect. 11 17
12 121.77 temperature 25 1440 > th dose dependent sin 17 NA
17 121.89 temperature 25 1440 > th dose dependent rect. 12 21
18 121.90 temperature 25 1440 > th dose dependent rect. 11 11
19 121.91 temperature 25 14400 > th dose dependent rect. 17 2
71 122.30 temperature 25 1440 > th dose dependent rect. 15 6
90 122.47 temperature 30 14400 < th dose independent rect. 15 2
122 122.73 temperature 30 14400 > th dose independent rect. 15 2
143 122.88 temperature 30 14400 < th dose independent rect. 14 10
146 122.89 temperature 30 14400 < th dose independent rect. 14 7
149 122.89 temperature 30 14400 < th dose independent rect. 14 17
152 122.90 temperature 30 14400 < th dose independent rect. 14 5
157 122.90 temperature 30 14400 < th dose independent rect. 14 15
170 122.96 temperature 25 1440 > th dose dependent rect. 23 23
173 122.98 temperature 25 1440 > th dose dependent rect. 18 1
182 123.05 temperature 25 1440 > th dose dependent no NA NA
205 123.12 temperature 30 14400 > th dose independent rect. 14 5
291 123.28 temperature 25 1440 > th dose dependent rect. 18 23
320 123.37 temperature 25 14400 > th dose dependent sin 15 NA
438 123.69 temperature 30 14400 < th dose independent sin 14 NA
522 123.93 temperature 30 14400 > th dose independent sin 14 NA
540 123.96 temperature 25 14400 > th dose dependent rect. 15 22
550 123.98 temperature 25 14400 > th dose dependent rect. 4 19
616 124.06 temperature 25 14400 > th dose dependent no NA NA
644 124.11 temperature 25 14400 > th dose dependent rect. 21 23
865 124.95 temperature 25 14400 > th dose dependent rect. 9 4
881 124.99 temperature 25 14400 > th dose dependent rect. 4 10
930 125.11 temperature 20 43200 < th dose independent rect. 21 1
957 125.16 temperature 25 14400 > th dose dependent rect. 12 1
964 125.18 temperature 20 43200 > th dose independent rect. 21 1
967 125.21 temperature 25 14400 < th dose independent rect. 18 6
971 125.22 temperature 25 14400 > th dose independent rect. 18 6
984 125.27 temperature 25 14400 > th dose independent rect. 17 8