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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.

Os01g0741200

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 : 3.63 (0.0289) R2 : 0.421
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.83 (0.101) R2dE : 0.424 R2E : 0.417
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0957 (0.0611) R2dN8 : 0.00406 R2N8 : -0.00364
σ : 0.543
deviance : 135.92
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C
peak time of C : --
E
wheather : temperature
threshold : 24.85
memory length : 579
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
108.25 0.489 3.59 -0.21 0.508 1.36 -1.9 3.35 0.0204 18.9 25.64 647 -- --
110.47 0.49 3.64 -0.682 0.453 1.66 -1.42 -- -0.106 18.9 25.41 646 -- --
116.44 0.503 3.58 -0.173 0.57 1.28 -- 3.4 0.06 19.7 26.66 648 -- --
115.41 0.5 3.65 -0.649 0.473 1.58 -- -- -0.114 19.7 25.35 638 -- --
122.58 0.516 3.68 -0.901 -- 2.03 -- -0.736 -0.262 -- 24.27 581 -- --
162.5 0.598 3.64 -0.35 1.13 -- -0.664 -- -0.0113 19.3 -- -- -- --
163.66 0.599 3.65 -0.336 1.13 -- -- -- -0.013 19.3 -- -- -- --
122.63 0.516 3.66 -0.729 -- 1.95 -- -- -0.203 -- 24.59 595 -- --
124.48 0.52 3.6 -- 0.779 1.4 -- -- 0.134 19.1 29.21 742 -- --
231.29 0.711 3.62 -0.355 -- -- -- -- -0.0319 -- -- -- -- --
166.64 0.604 3.64 -- 1.13 -- -- -- 0.0244 19.3 -- -- -- --
135.92 0.543 3.63 -- -- 1.83 -- -- -0.0957 -- 24.85 579 -- --
234.62 0.715 3.61 -- -- -- -- -- 0.00754 -- -- -- -- --

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
1 107.30 temperature 30 720 < th dose independent rect. 15 22
4 107.90 temperature 30 720 < th dose independent rect. 24 23
7 108.23 temperature 30 720 > th dose independent rect. 16 22
8 108.25 temperature 30 720 < th dose independent rect. 1 20
10 108.31 temperature 30 720 < th dose independent rect. 3 17
18 108.61 temperature 25 720 > th dose dependent rect. 22 21
28 108.74 temperature 30 720 < th dose independent rect. 5 15
35 108.86 temperature 30 720 < th dose independent sin 0 NA
52 109.03 temperature 30 720 < th dose independent rect. 18 23
63 109.11 temperature 30 720 > th dose independent no NA NA
64 109.11 temperature 30 720 > th dose independent rect. 8 11
195 109.46 temperature 30 720 > th dose independent sin 0 NA
200 109.47 temperature 30 720 < th dose independent no NA NA
211 109.61 temperature 25 720 > th dose dependent rect. 15 23
218 109.67 temperature 25 720 > th dose dependent no NA NA
219 109.67 temperature 25 720 > th dose dependent rect. 6 23
270 109.88 temperature 30 720 > th dose independent rect. 11 23
274 109.89 temperature 25 720 > th dose dependent rect. 13 23
277 109.94 temperature 25 720 > th dose dependent sin 23 NA
289 110.07 temperature 30 720 < th dose independent rect. 8 23
299 110.17 temperature 30 720 < th dose independent rect. 8 9
322 110.55 temperature 30 720 < th dose independent rect. 3 23
324 110.58 temperature 30 720 < th dose independent rect. 9 6
325 110.59 temperature 30 720 > th dose independent sin 10 NA
344 110.64 temperature 30 720 < th dose independent rect. 8 15
487 110.97 temperature 30 720 < th dose independent rect. 9 17
521 111.19 temperature 30 720 < th dose independent rect. 5 23
575 111.44 temperature 30 720 > th dose dependent sin 9 NA
667 111.94 temperature 30 720 < th dose independent rect. 5 8
708 112.28 temperature 30 720 < th dose independent sin 9 NA
796 112.87 temperature 30 720 < th dose independent rect. 11 23
974 114.15 temperature 30 720 < th dose independent rect. 11 2
985 114.23 temperature 25 270 > th dose dependent sin 14 NA