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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.

Os06g0724800

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

Description : Basic helix-loop-helix dimerisation region bHLH domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.69 (0.0445) R2 : 0.869
β1 : -0.819 (0.163) R2dD : 0.00748 R2D : 0.00542
β2 : 6.47 (0.12) R2dC : 0.892 R2C : 0.681
β3 : -2.62 (0.116) R2dE : 0.159 R2E : -0.0278
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.645 (0.095) R2dN8 : 0.0171 R2N8 : 0.00411
σ : 0.831
deviance : 318.27
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_____
C
peak time of C : 5.7
E
wheather : temperature
threshold : 20.75
memory length : 278
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 19.4
open length of G : 6.82

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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 = rect.)

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
325.41 0.848 6.69 -0.755 6.48 -2.57 -0.0562 0.072 -0.644 5.74 20.22 254 19.9 6.37
323.78 0.838 6.71 -0.747 6.44 -2.61 -0.0426 -- -0.662 5.7 20.35 273 19.5 6.51
324.66 0.839 6.69 -0.766 6.49 -2.51 -- 0.0716 -0.655 5.75 20.36 251 19.8 6.55
318.27 0.831 6.69 -0.819 6.47 -2.62 -- -- -0.645 5.7 20.75 278 19.4 6.82
1889.17 2.04 6.79 -0.665 -- -2.51 -- 0.25 -0.459 -- 20.01 61 19 7.49
481.12 1.03 6.69 -1.04 6.04 -- 0.311 -- -0.717 6.84 -- -- -- --
481.37 1.03 6.69 -1.03 6.04 -- -- -- -0.718 6.83 -- -- -- --
1013.97 1.49 6.7 -0.321 -- -3.63 -- -- -0.0819 -- 19.01 104 14.4 10.9
335.38 0.853 6.67 -- 6.49 -2.7 -- -- -0.539 5.68 20.73 276 19.4 6.91
2394.35 2.29 6.82 -0.901 -- -- -- -- -0.601 -- -- -- -- --
509.5 1.06 6.67 -- 6.03 -- -- -- -0.602 6.84 -- -- -- --
399.06 0.93 6.81 -- -- -5.5 -- -- -0.52 -- 19.14 404 8.7 14.1
2415.77 2.29 6.8 -- -- -- -- -- -0.501 -- -- -- -- --

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
1 329.26 temperature 20 270 > th dose independent rect. 20 6
8 345.88 temperature 15 270 > th dose dependent rect. 20 6
10 347.76 temperature 20 10 > th dose independent rect. 23 5
20 353.88 temperature 20 270 > th dose independent rect. 23 1
21 355.17 temperature 20 10 > th dose independent rect. 21 7
22 355.23 temperature 20 10 > th dose independent rect. 23 17
23 355.65 temperature 15 270 > th dose dependent rect. 21 4
27 357.12 temperature 20 270 > th dose dependent rect. 23 1
29 357.73 temperature 20 270 > th dose independent rect. 19 20
31 357.89 temperature 15 270 > th dose dependent rect. 20 13
39 358.99 temperature 20 270 > th dose independent rect. 20 18
40 359.37 temperature 20 270 > th dose independent rect. 6 20
47 360.57 temperature 20 90 > th dose dependent rect. 23 4
59 362.70 temperature 20 10 > th dose dependent rect. 23 5
62 362.97 temperature 20 270 > th dose independent rect. 10 15
99 368.94 temperature 20 10 > th dose independent rect. 21 19
104 369.74 temperature 20 270 > th dose independent rect. 20 13
168 376.09 temperature 15 270 > th dose dependent rect. 20 18
179 377.30 temperature 15 270 > th dose dependent rect. 19 20
185 377.59 temperature 20 720 > th dose independent rect. 13 11
186 377.84 temperature 15 10 > th dose dependent rect. 21 7
194 378.44 temperature 30 270 < th dose dependent rect. 15 15
197 379.03 temperature 20 10 > th dose independent rect. 8 20
200 379.15 temperature 20 270 < th dose independent rect. 15 14
240 381.06 temperature 30 10 < th dose dependent rect. 16 16
242 381.14 temperature 30 270 < th dose dependent sin 10 NA
278 382.41 temperature 25 270 < th dose dependent rect. 14 19
291 383.14 temperature 20 270 > th dose independent sin 13 NA
321 383.83 temperature 25 270 < th dose dependent rect. 11 19
322 383.87 temperature 10 270 > th dose dependent sin 10 NA
331 384.06 temperature 20 270 < th dose independent sin 12 NA
370 385.44 temperature 15 10 > th dose dependent rect. 23 17
391 386.49 temperature 10 270 > th dose dependent rect. 6 20
409 386.79 temperature 25 720 < th dose dependent rect. 14 12
426 387.21 temperature 25 720 < th dose dependent rect. 17 4
435 387.32 temperature 25 720 < th dose dependent sin 17 NA
461 387.92 temperature 25 720 < th dose dependent rect. 11 15
562 389.92 temperature 20 720 > th dose independent sin 18 NA
627 391.42 temperature 20 10 < th dose independent rect. 16 16
677 392.21 temperature 20 10 < th dose independent sin 9 NA
710 392.69 temperature 25 270 < th dose dependent rect. 21 9
778 393.54 temperature 20 720 < th dose independent sin 18 NA
824 394.23 temperature 20 10 > th dose independent rect. 12 16
907 395.28 radiation 10 14400 < th dose dependent rect. 22 6
918 395.42 temperature 20 10 > th dose independent sin 9 NA
966 395.92 radiation 10 14400 < th dose dependent rect. 24 4