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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.

Os08g0369600

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

Description : Similar to Cysteine-rich polycomb-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.03 (0.0505) R2 : 0.308
β1 : -1.65 (0.192) R2dD : 0.13 R2D : -0.0229
β2 : 0.914 (0.15) R2dC : 0.0792 R2C : -0.131
β3 : -3.39 (0.252) R2dE : 0.45 R2E : 0.0504
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.734 (0.116) R2dN8 : 0.0977 R2N8 : -0.0758
σ : 0.927
deviance : 395.93
__
_____
C
peak time of C : 4.25
E
wheather : temperature
threshold : 30.23
memory length : 97
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
395.64 0.935 5.04 -1.74 0.908 -3.39 -0.26 0.542 -0.75 4.22 30.38 96 -- --
395.9 0.927 5.03 -1.65 0.914 -3.39 -0.0887 -- -0.736 4.22 30.21 97 -- --
395.77 0.927 5.04 -1.73 0.92 -3.45 -- 0.551 -0.735 4.27 30.86 95 -- --
395.93 0.927 5.03 -1.65 0.914 -3.39 -- -- -0.734 4.25 30.23 97 -- --
427.19 0.963 5 -1.51 -- -2.76 -- 0.885 -0.535 -- 32.96 12 -- --
544.12 1.09 4.89 -0.84 0.372 -- 0.482 -- -0.09 11.8 -- -- -- --
545.11 1.09 4.89 -0.822 0.371 -- -- -- -0.0884 11.6 -- -- -- --
427.75 0.963 5 -1.39 -- -2.57 -- -- -0.535 -- 31 19 -- --
459.44 0.998 4.96 -- 0.668 -2.73 -- -- -0.401 4.7 31.18 91 -- --
553.77 1.1 4.9 -0.832 -- -- -- -- -0.0927 -- -- -- -- --
562.9 1.11 4.87 -- 0.381 -- -- -- 0.00306 11.7 -- -- -- --
475.14 1.02 4.94 -- -- -2.54 -- -- -0.285 -- 41.2 6 -- --
572.03 1.12 4.88 -- -- -- -- -- -0.000391 -- -- -- -- --

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
1 392.91 temperature 30 270 < th dose dependent rect. 22 23
2 393.46 temperature 15 30 > th dose dependent rect. 3 23
5 394.14 temperature 15 90 > th dose dependent rect. 7 23
6 394.92 temperature 30 30 < th dose dependent rect. 9 23
9 395.82 temperature 30 90 < th dose dependent no NA NA
10 396.38 temperature 15 270 > th dose dependent rect. 4 22
12 396.49 temperature 15 270 > th dose dependent rect. 16 23
14 396.68 temperature 20 10 > th dose dependent rect. 8 21
15 396.69 temperature 30 30 < th dose dependent rect. 17 23
17 396.90 temperature 30 30 < th dose dependent rect. 11 23
26 397.82 temperature 10 90 > th dose dependent no NA NA
28 397.84 temperature 30 30 < th dose dependent rect. 13 23
29 397.86 temperature 30 30 < th dose dependent rect. 15 23
38 398.55 temperature 10 10 > th dose dependent no NA NA
72 402.30 temperature 20 30 > th dose dependent rect. 8 18
76 402.78 temperature 15 10 > th dose dependent rect. 23 23
98 404.89 temperature 15 270 > th dose dependent rect. 7 15
103 405.30 temperature 30 10 < th dose dependent rect. 1 23
106 405.51 temperature 20 10 > th dose dependent rect. 8 16
111 405.82 temperature 10 720 > th dose dependent rect. 23 16
114 405.96 temperature 30 30 < th dose dependent rect. 19 23
141 407.50 temperature 30 10 < th dose dependent rect. 5 23
154 408.19 temperature 30 30 < th dose dependent sin 22 NA
157 408.36 temperature 30 90 < th dose dependent rect. 4 23
180 409.46 temperature 20 10 > th dose dependent rect. 21 23
182 409.70 temperature 20 10 > th dose dependent rect. 8 14
191 409.96 temperature 20 10 > th dose dependent rect. 1 23
218 410.99 temperature 15 720 > th dose dependent sin 4 NA
250 412.24 temperature 30 10 < th dose dependent rect. 23 23
284 413.46 temperature 20 1440 > th dose independent rect. 21 8
313 414.27 temperature 30 720 < th dose dependent rect. 22 17
318 414.36 temperature 10 10 > th dose dependent sin 22 NA
340 414.79 temperature 20 1440 < th dose independent rect. 22 7
341 414.80 temperature 30 10 < th dose dependent rect. 7 23
385 415.48 temperature 30 720 < th dose dependent sin 4 NA
412 416.02 temperature 25 1440 < th dose dependent rect. 21 14
505 417.06 temperature 25 1440 < th dose dependent rect. 22 1
519 417.26 temperature 25 1440 < th dose dependent rect. 1 9
528 417.39 temperature 25 1440 < th dose dependent rect. 3 7
549 417.63 temperature 25 1440 < th dose dependent sin 9 NA
601 418.22 temperature 20 4320 > th dose independent rect. 20 5
605 418.28 temperature 25 1440 < th dose dependent rect. 3 4
609 418.31 temperature 25 1440 < th dose dependent rect. 3 1
649 418.64 temperature 20 1440 > th dose independent sin 9 NA
663 418.77 temperature 10 1440 > th dose dependent rect. 23 11
687 418.91 temperature 15 1440 > th dose dependent rect. 1 8
689 418.92 temperature 20 1440 > th dose independent rect. 3 1
699 418.96 temperature 10 1440 > th dose dependent rect. 3 2
705 418.99 temperature 20 4320 < th dose independent rect. 20 5
738 419.17 temperature 25 1440 < th dose dependent rect. 21 5
800 419.54 temperature 20 1440 > th dose independent rect. 24 1
820 419.68 temperature 20 1440 < th dose independent rect. 3 1
909 420.13 temperature 20 1440 < th dose independent sin 9 NA
958 420.34 temperature 20 10 > th dose dependent rect. 8 12