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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.

Os01g0643600

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

Description : Homeobox domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.1 (0.199) R2 : 0.103
β1 : -7.4 (1.16) R2dD : 5.19 R2D : -7.79
β2 : -- (--) R2dC : -- R2C : --
β3 : 137 (21.3) R2dE : 223 R2E : -222
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -793 (124) R2dD*E : 222 R2D*E : -223
γ1 : -0.124 (0.0856) R2dN8 : 0.00555 R2N8 : -2.46
σ : 0.749
deviance : 258.8
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_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 999.9
memory length : 102
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 0.0167
open length of G : 6.3

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, response mode = < th, dose dependency = dose dependent, 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
256.49 0.752 4.1 -7.39 0.154 137 0.674 -793 -0.121 16.5 999.9 96 0.164 6.02
279.7 0.785 2.87 -0.0711 0.105 1.46 0.602 -- -0.132 16.1 999.9 96 0.164 6.02
256.96 0.747 4.11 -7.4 0.187 137 -- -793 -0.118 18.4 999.9 102 0.0166 6.27
276.04 0.779 2.87 -0.0717 0.175 1.6 -- -- -0.122 18.6 1003 76 0.0152 6.63
258.8 0.749 4.1 -7.4 -- 137 -- -793 -0.124 -- 999.9 102 0.0167 6.3
285.69 0.792 2.87 -0.052 0.0998 -- -0.38 -- -0.145 22.1 -- -- -- --
286 0.792 2.87 -0.0344 0.128 -- -- -- -0.143 19.9 -- -- -- --
277.55 0.776 2.86 -0.068 -- 1.55 -- -- -0.119 -- 1003 56 0.282 6.8
276.1 0.774 2.86 -- 0.176 1.58 -- -- -0.114 18.6 1003 53 0.206 6.76
286.88 0.791 2.87 -0.0358 -- -- -- -- -0.144 -- -- -- -- --
286.03 0.791 2.87 -- 0.128 -- -- -- -0.139 19.8 -- -- -- --
277.68 0.776 2.86 -- -- 1.5 -- -- -0.118 -- 1003 53 0.205 6.84
286.91 0.791 2.87 -- -- -- -- -- -0.14 -- -- -- -- --

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
1 256.54 atmosphere 1000.0 90 < th dose dependent rect. 24 6
7 257.47 atmosphere 1000.0 90 < th dose independent rect. 1 5
9 257.77 atmosphere 1000.0 30 < th dose independent rect. 24 7
19 258.82 atmosphere 1000.0 10 < th dose independent rect. 4 2
20 258.85 atmosphere 1000.0 10 < th dose dependent rect. 4 2
28 259.58 atmosphere 1000.0 90 < th dose dependent rect. 3 3
29 259.70 atmosphere 1000.0 90 < th dose independent rect. 4 1
32 259.73 atmosphere 1000.0 90 < th dose dependent rect. 4 1
54 261.00 atmosphere 1000.0 270 < th dose dependent rect. 1 2
55 261.37 atmosphere 1000.0 270 < th dose independent rect. 1 2
140 269.86 wind 3.0 30 < th dose independent rect. 12 2
141 269.86 atmosphere 1000.0 90 < th dose independent rect. 16 14
147 270.07 atmosphere 1000.0 10 < th dose independent rect. 17 14
152 270.21 atmosphere 1000.0 90 < th dose independent rect. 17 4
159 270.36 atmosphere 1000.0 90 < th dose dependent rect. 17 4
164 270.43 atmosphere 1000.0 10 < th dose independent rect. 17 3
169 270.43 atmosphere 1000.0 10 < th dose dependent rect. 17 3
216 270.82 precipitation 0.1 10 > th dose dependent sin 15 NA
222 270.95 precipitation 0.1 30 > th dose independent rect. 22 4
224 270.95 precipitation 0.1 30 > th dose dependent rect. 22 4
245 271.21 precipitation 0.1 10 > th dose independent sin 14 NA
251 271.26 precipitation 0.1 90 > th dose independent rect. 1 2
252 271.26 precipitation 0.1 90 > th dose dependent rect. 1 2
263 271.31 precipitation 0.1 10 < th dose independent sin 14 NA
264 271.31 precipitation 0.1 10 > th dose independent rect. 1 1
274 271.31 precipitation 0.1 10 < th dose dependent sin 14 NA
275 271.31 precipitation 0.1 10 > th dose dependent rect. 1 1
297 271.43 atmosphere 1000.0 90 < th dose independent rect. 12 18
326 271.95 atmosphere 1000.0 270 < th dose independent rect. 10 20
355 272.27 atmosphere 1000.0 10 < th dose independent rect. 22 9
366 272.40 atmosphere 1005.0 10 < th dose independent rect. 13 14
368 272.40 precipitation 0.1 10 > th dose dependent rect. 17 12
436 272.47 wind 3.0 30 < th dose dependent rect. 12 2
491 272.65 atmosphere 1005.0 90 < th dose independent rect. 12 14
537 272.89 atmosphere 1000.0 90 < th dose independent rect. 24 18
543 272.98 wind 3.0 30 > th dose dependent rect. 3 4
560 273.17 atmosphere 1000.0 270 > th dose independent sin 10 NA
609 273.57 atmosphere 1005.0 90 < th dose dependent rect. 13 1
611 273.59 wind 3.0 30 > th dose independent rect. 3 4
627 273.71 atmosphere 1005.0 10 < th dose dependent rect. 14 1
656 273.89 wind 1.0 270 < th dose dependent rect. 3 1
663 273.96 atmosphere 1000.0 90 < th dose independent rect. 16 22
669 273.99 atmosphere 1000.0 270 < th dose independent sin 10 NA
782 274.58 precipitation 0.1 10 > th dose dependent rect. 21 21
792 274.61 precipitation 0.1 10 > th dose dependent no NA NA
829 274.61 precipitation 0.1 10 > th dose dependent rect. 1 23
830 274.61 precipitation 0.1 10 > th dose dependent rect. 3 23
843 274.61 precipitation 0.1 10 > th dose dependent rect. 23 23
849 274.64 humidity 80.0 10 < th dose independent rect. 5 1
854 274.64 humidity 80.0 10 < th dose dependent rect. 5 1
860 274.65 precipitation 0.1 10 > th dose dependent rect. 1 21
897 274.73 precipitation 0.1 10 > th dose dependent rect. 1 17
962 274.79 humidity 60.0 10 < th dose independent rect. 14 1
971 274.81 precipitation 0.1 10 < th dose independent sin 17 NA
976 274.81 precipitation 0.1 10 < th dose dependent sin 17 NA