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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.

Os01g0932000

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

Description : Nucleic acid-binding, OB-fold domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.25 (0.0422) R2 : 0.0201
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.272 (0.0888) R2dN8 : 0.026 R2N8 : 0.0201
σ : 0.794
deviance : 289.47
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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 independent, 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
273.26 0.777 3.29 -0.0638 0.284 -0.462 -0.17 -0.544 -0.488 4.64 24.88 100 -- --
274.28 0.771 3.29 -0.216 0.294 -0.474 -0.472 -- -0.527 4.48 24.9 100 -- --
273.32 0.77 3.29 -0.0472 0.284 -0.463 -- -0.6 -0.483 4.6 24.89 100 -- --
274.7 0.772 3.31 -0.23 0.293 -0.499 -- -- -0.552 4.58 24.83 100 -- --
276.74 0.775 3.28 -0.0338 -- -0.371 -- -0.56 -0.481 -- 24.83 98 -- --
288.12 0.796 3.25 -0.0936 0.0318 -- 0.615 -- -0.284 16 -- -- -- --
288.9 0.796 3.25 -0.0856 0.0772 -- -- -- -0.281 11.5 -- -- -- --
278.04 0.777 3.29 -0.185 -- -0.373 -- -- -0.472 -- 24.83 98 -- --
276.05 0.774 3.3 -- 0.271 -0.474 -- -- -0.517 4.52 24.8 100 -- --
289.27 0.795 3.25 -0.0877 -- -- -- -- -0.281 -- -- -- -- --
289.09 0.795 3.24 -- 0.0782 -- -- -- -0.271 11.6 -- -- -- --
278.93 0.778 3.29 -- -- -0.359 -- -- -0.451 -- 24.87 98 -- --
289.47 0.794 3.25 -- -- -- -- -- -0.272 -- -- -- -- --

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
1 271.47 temperature 20 90 > th dose dependent rect. 18 23
2 271.90 temperature 20 270 > th dose dependent rect. 16 22
3 272.04 temperature 20 10 > th dose dependent rect. 16 23
6 272.59 temperature 15 90 > th dose dependent rect. 3 23
7 272.61 temperature 10 270 > th dose dependent rect. 15 23
13 272.92 temperature 20 10 > th dose dependent rect. 4 22
17 273.14 temperature 25 90 > th dose independent rect. 18 23
18 273.17 temperature 25 90 < th dose independent rect. 20 23
19 273.21 temperature 20 90 > th dose dependent rect. 4 20
22 273.23 temperature 25 90 > th dose independent rect. 16 23
29 273.37 temperature 20 10 > th dose dependent rect. 6 18
30 273.39 temperature 15 90 > th dose dependent rect. 6 17
31 273.40 temperature 20 10 > th dose dependent rect. 4 20
37 273.51 temperature 25 90 > th dose independent rect. 24 23
38 273.51 temperature 20 10 > th dose dependent rect. 6 20
47 273.66 temperature 20 90 > th dose dependent rect. 18 20
49 273.68 temperature 20 90 > th dose dependent rect. 6 20
51 273.70 temperature 20 10 > th dose dependent rect. 1 23
53 273.73 temperature 25 90 > th dose independent rect. 18 20
54 273.73 temperature 25 90 > th dose independent rect. 4 22
57 273.77 temperature 25 90 < th dose independent rect. 5 23
59 273.79 temperature 25 90 < th dose independent rect. 8 23
68 273.95 temperature 25 90 > th dose independent rect. 4 19
71 273.96 temperature 25 90 < th dose independent rect. 17 23
75 273.98 temperature 25 90 < th dose independent rect. 13 23
80 274.00 temperature 25 90 < th dose independent no NA NA
82 274.02 temperature 20 90 > th dose dependent rect. 1 23
101 274.15 temperature 20 90 > th dose dependent no NA NA
102 274.16 temperature 20 90 > th dose dependent rect. 9 23
105 274.20 temperature 20 90 > th dose dependent rect. 6 23
114 274.30 temperature 20 10 > th dose dependent no NA NA
116 274.32 temperature 25 90 > th dose independent rect. 22 23
125 274.38 temperature 25 90 < th dose independent rect. 1 23
129 274.42 temperature 20 10 > th dose dependent rect. 9 23
134 274.46 temperature 25 90 > th dose independent no NA NA
148 274.55 temperature 25 90 > th dose independent rect. 9 23
162 274.66 temperature 25 90 < th dose independent rect. 11 23
171 274.75 temperature 25 90 > th dose independent rect. 11 23
194 274.86 temperature 20 1440 > th dose dependent rect. 23 11
199 274.89 wind 9 43200 < th dose dependent rect. 23 1
201 274.90 temperature 20 1440 > th dose dependent rect. 5 1
214 274.94 temperature 30 90 < th dose dependent rect. 21 22
220 274.95 temperature 20 10 > th dose dependent rect. 11 23
221 274.96 temperature 20 1440 > th dose dependent rect. 23 9
229 274.99 wind 1 43200 > th dose dependent rect. 23 1
234 274.99 humidity 80 14400 < th dose dependent rect. 19 12
242 275.04 temperature 20 1440 > th dose dependent rect. 1 6
252 275.07 temperature 30 1440 < th dose dependent rect. 23 13
261 275.10 temperature 30 90 < th dose dependent rect. 7 23
286 275.17 temperature 20 1440 > th dose dependent rect. 23 1
287 275.17 temperature 25 1440 < th dose dependent rect. 1 11
288 275.17 temperature 10 1440 > th dose dependent rect. 23 12
298 275.19 atmosphere 1000 720 > th dose independent rect. 17 6
314 275.21 temperature 25 90 < th dose independent rect. 20 17
362 275.30 temperature 20 1440 > th dose dependent rect. 23 4
413 275.37 temperature 20 1440 > th dose dependent rect. 1 2
452 275.42 temperature 25 1440 < th dose dependent sin 7 NA
474 275.45 temperature 20 10 > th dose dependent rect. 13 23
476 275.45 temperature 20 90 > th dose dependent rect. 22 23
510 275.51 temperature 20 1440 > th dose dependent sin 8 NA
511 275.51 temperature 25 1440 < th dose dependent rect. 6 1
526 275.52 atmosphere 1015 270 < th dose dependent rect. 16 22
528 275.53 temperature 25 1440 < th dose dependent rect. 2 1
553 275.56 radiation 10 14400 > th dose independent rect. 16 15
586 275.59 temperature 25 4320 < th dose independent rect. 19 1
620 275.63 temperature 10 1440 > th dose dependent sin 8 NA
650 275.66 temperature 20 10 > th dose dependent rect. 22 23
693 275.71 temperature 30 10 < th dose dependent rect. 8 22
694 275.72 humidity 90 14400 < th dose dependent rect. 6 1
705 275.72 temperature 30 10 < th dose dependent rect. 21 22
724 275.74 temperature 10 1440 > th dose dependent rect. 23 1
778 275.80 temperature 25 1440 < th dose dependent rect. 2 3
810 275.83 humidity 80 14400 < th dose independent rect. 17 15
811 275.83 temperature 30 1440 < th dose dependent rect. 23 1
846 275.86 temperature 10 1440 > th dose dependent rect. 2 1
904 275.91 radiation 10 14400 > th dose independent rect. 16 2
920 275.91 temperature 25 1440 < th dose dependent rect. 23 4
979 275.95 atmosphere 1015 10 < th dose dependent rect. 16 23