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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.

Os01g0700200

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

Description : Similar to Chromosome condensation regulator protein (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.54 (0.0414) R2 : 0.62
β1 : -0.245 (0.184) R2dD : 0.00254 R2D : 0.0121
β2 : 1.13 (0.101) R2dC : 0.106 R2C : 0.125
β3 : -2.82 (0.18) R2dE : 0.236 R2E : 0.368
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 4.63 (0.747) R2dD*E : 0.0526 R2D*E : 0.0826
γ1 : -0.744 (0.0921) R2dN8 : 0.0901 R2N8 : 0.143
σ : 0.722
deviance : 240.59
__
_____
C
peak time of C : 7.1
E
wheather : temperature
threshold : 16.18
memory length : 14
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
237.69 0.724 5.54 -0.284 1.11 -2.89 1.09 4.47 -0.74 7.35 15.83 15 -- --
253.67 0.742 5.61 -0.914 1.07 -3.2 1.62 -- -0.896 8.04 9.978 5 -- --
240.59 0.722 5.54 -0.245 1.13 -2.82 -- 4.63 -0.744 7.1 16.18 14 -- --
258.59 0.749 5.62 -0.933 1.12 -2.91 -- -- -0.938 7.11 -11.45 4 -- --
282.39 0.783 5.55 -0.0238 -- -3.28 -- 4.5 -0.644 -- 16.51 199 -- --
339.39 0.864 5.72 -1.5 1.59 -- -0.414 -- -1.35 5.04 -- -- -- --
339.74 0.863 5.72 -1.49 1.59 -- -- -- -1.35 5.12 -- -- -- --
295.48 0.801 5.63 -0.74 -- -3.45 -- -- -0.847 -- 7.943 236 -- --
279.27 0.778 5.59 -- 1.09 -3.36 -- -- -0.783 7.59 -10.24 4 -- --
471.82 1.01 5.74 -1.44 -- -- -- -- -1.31 -- -- -- -- --
398.64 0.934 5.68 -- 1.56 -- -- -- -1.18 5.16 -- -- -- --
308.95 0.819 5.61 -- -- -3.7 -- -- -0.738 -- 12.51 236 -- --
526.4 1.07 5.7 -- -- -- -- -- -1.15 -- -- -- -- --

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
1 225.04 temperature 10 270 > th dose dependent rect. 4 22
2 227.97 temperature 15 10 > th dose dependent rect. 6 23
19 236.41 temperature 30 270 < th dose dependent rect. 23 21
24 238.11 temperature 15 10 > th dose dependent no NA NA
31 239.01 temperature 30 10 < th dose dependent rect. 14 22
33 239.25 temperature 30 90 < th dose dependent rect. 14 23
37 239.59 temperature 15 90 > th dose dependent rect. 19 23
43 240.18 temperature 30 10 < th dose dependent rect. 3 23
52 241.09 temperature 30 10 < th dose dependent rect. 9 23
53 241.18 temperature 30 90 < th dose dependent rect. 9 23
59 241.48 temperature 30 90 < th dose dependent no NA NA
60 241.48 temperature 10 270 > th dose dependent rect. 16 23
63 241.58 temperature 30 10 < th dose dependent rect. 11 23
68 241.72 temperature 30 10 < th dose dependent no NA NA
70 241.75 temperature 30 90 < th dose dependent rect. 11 23
77 242.01 temperature 30 30 < th dose dependent rect. 21 23
79 242.06 temperature 30 270 < th dose dependent sin 8 NA
93 243.37 temperature 30 10 < th dose dependent rect. 17 23
110 244.27 temperature 10 270 > th dose dependent sin 6 NA
112 244.64 temperature 30 10 < th dose dependent rect. 1 23
147 247.14 temperature 30 90 < th dose dependent rect. 7 23
162 247.62 temperature 30 10 < th dose dependent rect. 23 23
169 247.94 temperature 10 720 > th dose dependent rect. 22 18
213 249.29 temperature 30 10 < th dose dependent rect. 19 23
216 249.35 temperature 15 90 > th dose dependent rect. 22 23
218 249.37 temperature 20 10 > th dose dependent rect. 1 23
222 249.49 temperature 10 720 > th dose dependent rect. 20 16
225 249.53 temperature 20 720 > th dose independent rect. 5 20
227 249.59 temperature 30 90 < th dose dependent rect. 3 16
246 250.05 temperature 30 10 < th dose dependent rect. 7 23
280 250.88 temperature 20 10 > th dose dependent rect. 23 23
348 252.55 temperature 25 1440 < th dose dependent rect. 16 11
377 252.99 temperature 10 4320 > th dose dependent rect. 24 1
382 253.04 temperature 25 4320 < th dose dependent rect. 13 15
416 253.28 temperature 30 4320 < th dose dependent rect. 24 2
421 253.30 temperature 25 1440 < th dose dependent sin 14 NA
427 253.33 temperature 25 4320 < th dose dependent rect. 21 5
451 253.45 temperature 25 4320 < th dose dependent rect. 21 2
519 253.89 temperature 30 270 < th dose dependent rect. 23 12
605 254.33 temperature 20 10 > th dose dependent rect. 17 23
651 254.55 temperature 30 10 < th dose dependent rect. 5 23
753 254.97 temperature 25 1440 < th dose dependent rect. 24 23
759 255.00 temperature 25 1440 < th dose dependent no NA NA
772 255.05 temperature 25 1440 < th dose dependent rect. 20 23
819 255.28 temperature 20 720 > th dose independent rect. 2 16
921 255.66 temperature 20 720 > th dose independent sin 3 NA
926 255.67 wind 1 43200 > th dose dependent rect. 1 1