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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.

Os07g0531500

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

Description : Harpin-induced 1 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.77 (0.0665) R2 : 0.412
β1 : -1.3 (0.308) R2dD : 0.0484 R2D : -0.172
β2 : 1.87 (0.142) R2dC : 0.227 R2C : 0.129
β3 : -1.81 (0.245) R2dE : 0.105 R2E : -0.113
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -9.54 (0.85) R2dD*E : 0.387 R2D*E : -0.0626
γ1 : -0.724 (0.147) R2dN8 : 0.0561 R2N8 : -0.00827
σ : 1.11
deviance : 571.86
__
_____
C
peak time of C : 23.5
E
wheather : temperature
threshold : 21.03
memory length : 1362
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 22.2
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 independent, type of G = sin)

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
572.01 1.12 5.76 -1.38 1.81 -1.72 -0.558 -9.28 -0.729 23.8 21.1 1416 22.3 --
719.54 1.25 5.54 0.525 1.66 -0.923 -0.627 -- -0.601 0.0375 30.3 1555 23.2 --
571.86 1.11 5.77 -1.3 1.87 -1.81 -- -9.54 -0.724 23.5 21.03 1362 22.2 --
671 1.21 5.46 0.825 1.82 -0.832 -- -- -0.454 23.9 33 39304 23.9 --
689.81 1.22 5.66 -0.789 -- -2.41 -- -9.48 -0.532 -- 21.1 1904 22.3 --
753.03 1.29 5.51 0.428 1.73 -- -0.872 -- -0.483 23.8 -- -- -- --
756.33 1.29 5.51 0.462 1.73 -- -- -- -0.48 23.9 -- -- -- --
756.33 1.28 5.48 0.461 -- -1.73 -- -- -0.48 -- 6.577 1973 22.6 --
692.19 1.23 5.47 -- 1.96 -0.879 -- -- -0.256 0.0531 32.71 38588 14.3 --
944.4 1.44 5.47 0.514 -- -- -- -- -0.457 -- -- -- -- --
761.96 1.29 5.52 -- 1.73 -- -- -- -0.531 23.9 -- -- -- --
761.96 1.29 5.49 -- -- -1.73 -- -- -0.532 -- 6.784 1940 22.3 --
951.37 1.44 5.48 -- -- -- -- -- -0.514 -- -- -- -- --

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
1 542.56 atmosphere 1015 43200 > th dose independent rect. 23 1
2 542.98 atmosphere 1015 43200 < th dose independent rect. 23 1
6 546.68 radiation 1 43200 < th dose dependent rect. 9 9
19 548.83 atmosphere 1015 43200 > th dose independent rect. 18 6
39 550.31 atmosphere 1015 43200 > th dose dependent rect. 23 3
41 550.38 atmosphere 1015 43200 < th dose independent rect. 16 8
81 551.35 radiation 1 43200 < th dose independent rect. 15 1
82 551.36 radiation 1 43200 > th dose independent rect. 15 1
86 551.43 radiation 1 43200 > th dose independent rect. 13 4
88 551.48 radiation 1 43200 < th dose independent rect. 13 4
104 551.87 atmosphere 1015 43200 > th dose independent sin 15 NA
121 552.19 atmosphere 1015 43200 > th dose independent rect. 9 15
140 552.49 wind 1 43200 < th dose dependent rect. 5 2
141 552.50 wind 1 14400 < th dose independent rect. 19 7
151 552.67 wind 1 14400 > th dose independent rect. 21 5
153 552.67 atmosphere 1015 43200 > th dose dependent rect. 22 6
176 553.03 atmosphere 1015 43200 < th dose independent sin 14 NA
229 553.62 atmosphere 1015 43200 > th dose independent rect. 14 21
260 553.85 radiation 1 43200 > th dose independent rect. 10 7
262 553.85 atmosphere 1015 43200 < th dose independent rect. 9 15
301 554.12 atmosphere 1015 43200 < th dose independent rect. 15 20
370 554.58 radiation 1 43200 < th dose independent rect. 8 10
388 554.69 wind 1 43200 < th dose independent rect. 12 1
416 554.81 atmosphere 1015 43200 > th dose dependent rect. 1 1
447 555.06 atmosphere 1015 43200 > th dose independent no NA NA
454 555.09 atmosphere 1015 43200 > th dose independent rect. 20 23
578 555.88 atmosphere 1015 43200 < th dose independent rect. 20 23
585 555.94 atmosphere 1015 43200 < th dose independent no NA NA
624 556.30 radiation 1 43200 > th dose independent rect. 8 10
648 556.60 radiation 1 43200 < th dose dependent rect. 19 23
653 556.65 humidity 50 43200 < th dose independent rect. 13 1
699 557.11 atmosphere 1015 43200 > th dose dependent sin 10 NA
750 557.76 wind 1 14400 > th dose independent rect. 19 7
793 558.50 radiation 1 43200 < th dose dependent sin 0 NA
802 558.61 atmosphere 1015 43200 > th dose independent rect. 8 11
939 559.96 atmosphere 1015 43200 < th dose independent rect. 7 4
940 559.96 atmosphere 1015 43200 > th dose independent rect. 6 5
954 560.08 atmosphere 1015 43200 > th dose independent rect. 8 1
959 560.11 atmosphere 1015 43200 < th dose independent rect. 8 2
976 560.24 humidity 50 43200 > th dose independent rect. 11 2
986 560.31 atmosphere 1015 43200 < th dose independent rect. 3 8