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Os03g0748300

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

Description : Aldose 1-epimerase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.49 (0.0765) R2 : 0.581
β1 : -- (--) R2dD : -- R2D : --
β2 : 4.94 (0.224) R2dC : 0.679 R2C : -0.0975
β3 : 5.8 (0.267) R2dE : 0.648 R2E : -0.133
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.789 (0.161) R2dN8 : 0.0293 R2N8 : 0.0208
σ : 1.43
deviance : 947.51
__
_____
C
peak time of C : 23.2
E
wheather : temperature
threshold : 4.461
memory length : 302
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 7.83
open length of G : 8.58

__

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 = 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
921.53 1.43 8.49 0.573 4.62 5.27 -2.23 -0.958 -0.742 22.9 4.639 300 8.03 8.32
922.79 1.41 8.49 0.613 4.56 5.16 -1.92 -- -0.731 22.8 4.709 297 8.02 8.38
935.12 1.42 8.48 0.642 4.68 5.31 -- 0.913 -0.72 22.9 4.676 298 8.02 8.33
936.81 1.43 8.48 0.671 4.69 5.38 -- -- -0.728 23 4.503 298 8 8.4
1059.51 1.52 8.37 1.08 -- 5.35 -- 0.653 -0.729 -- -3.364 868 8.28 7.74
1102.79 1.56 8.46 1.04 4.5 -- -1.86 -- -0.617 19.3 -- -- -- --
1112.02 1.56 8.47 1.08 4.5 -- -- -- -0.62 19.2 -- -- -- --
1039.74 1.5 8.39 0.674 -- 5.22 -- -- -0.763 -- -5.719 892 7.82 8.2
947.51 1.43 8.49 -- 4.94 5.8 -- -- -0.789 23.2 4.461 302 7.83 8.58
2184.71 2.18 8.36 0.999 -- -- -- -- -0.697 -- -- -- -- --
1142.77 1.58 8.49 -- 4.49 -- -- -- -0.74 19.2 -- -- -- --
1049.14 1.51 8.39 -- -- 5.31 -- -- -0.794 -- -6.834 893 7.8 8.23
2211.05 2.19 8.39 -- -- -- -- -- -0.808 -- -- -- -- --

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
1 933.53 temperature 10.0 270 > th dose dependent rect. 8 9
4 942.48 wind 7.0 270 < th dose independent rect. 23 15
5 945.55 humidity 50.0 270 > th dose independent rect. 14 9
7 948.30 temperature 30.0 270 < th dose independent rect. 4 17
9 948.63 temperature 25.0 270 < th dose independent rect. 4 7
11 949.78 humidity 50.0 270 > th dose independent rect. 4 17
16 953.25 wind 9.0 270 < th dose independent rect. 10 17
17 953.49 radiation 40.0 270 < th dose independent rect. 13 10
23 955.24 wind 7.0 270 < th dose independent rect. 9 8
28 957.00 wind 1.0 270 > th dose independent rect. 23 16
31 957.61 temperature 30.0 270 < th dose independent rect. 16 17
35 959.35 radiation 40.0 270 < th dose dependent rect. 3 20
39 960.22 wind 7.0 270 < th dose independent rect. 21 7
43 961.30 humidity 60.0 270 > th dose independent rect. 16 17
45 961.93 temperature 30.0 270 < th dose dependent rect. 4 6
49 962.21 humidity 60.0 270 > th dose independent rect. 17 15
53 962.50 temperature 10.0 270 > th dose dependent rect. 23 16
54 962.59 atmosphere 1015.0 270 < th dose independent rect. 4 17
64 963.81 temperature 10.0 270 > th dose independent rect. 21 7
65 963.81 temperature 30.0 270 < th dose independent rect. 21 7
66 963.81 humidity 50.0 270 > th dose independent rect. 21 7
69 963.81 atmosphere 995.0 270 > th dose independent rect. 21 7
70 963.81 radiation 1.0 270 < th dose independent rect. 21 7
75 963.81 temperature 10.0 270 > th dose independent rect. 4 17
76 963.81 radiation 10.0 270 < th dose dependent rect. 21 7
83 964.25 precipitation 0.1 270 < th dose independent rect. 10 17
84 964.25 precipitation 0.1 270 < th dose dependent rect. 10 17
87 964.40 wind 1.0 270 > th dose independent rect. 10 17
92 964.92 wind 1.0 270 > th dose independent rect. 9 8
93 965.01 precipitation 0.1 270 < th dose independent rect. 21 7
94 965.01 precipitation 0.1 270 < th dose dependent rect. 21 7
98 965.46 temperature 10.0 270 > th dose independent rect. 3 7
99 965.46 atmosphere 995.0 270 > th dose independent rect. 3 7
100 965.46 atmosphere 1015.0 270 < th dose independent rect. 3 7
101 965.46 temperature 10.0 270 > th dose independent rect. 10 17
102 965.59 atmosphere 995.0 270 > th dose independent rect. 4 17
103 965.60 temperature 30.0 10 < th dose independent rect. 5 19
104 965.68 wind 9.0 270 < th dose independent rect. 3 7
105 965.85 humidity 50.0 270 > th dose independent rect. 3 7
106 965.91 precipitation 0.1 270 < th dose independent rect. 3 7
107 965.91 precipitation 0.1 270 < th dose dependent rect. 3 7
111 966.41 humidity 70.0 90 > th dose independent rect. 4 20
120 967.34 radiation 40.0 270 < th dose dependent rect. 17 16
122 967.48 radiation 40.0 270 < th dose dependent rect. 16 18
134 968.44 radiation 40.0 270 < th dose dependent rect. 4 18
139 968.93 radiation 40.0 270 < th dose independent rect. 2 22
140 968.95 precipitation 0.1 270 < th dose independent rect. 4 17
141 968.95 precipitation 0.1 270 < th dose dependent rect. 4 17
150 970.13 radiation 40.0 270 < th dose independent rect. 3 20
164 971.18 precipitation 0.1 270 < th dose independent rect. 23 15
165 971.18 precipitation 0.1 270 < th dose dependent rect. 23 15
166 971.27 humidity 50.0 270 > th dose dependent rect. 16 17
196 972.19 radiation 20.0 270 < th dose independent rect. 3 20
197 972.22 temperature 10.0 270 > th dose independent rect. 14 9
198 972.22 temperature 10.0 270 > th dose independent rect. 23 15
199 972.22 atmosphere 995.0 270 > th dose independent rect. 23 15
205 972.69 temperature 30.0 10 < th dose independent rect. 5 7
208 972.81 radiation 40.0 270 < th dose dependent rect. 4 6
213 973.21 wind 1.0 90 > th dose independent rect. 23 7
227 973.68 radiation 20.0 270 < th dose independent rect. 16 18
236 974.20 humidity 70.0 270 > th dose independent rect. 2 21
239 974.27 atmosphere 995.0 90 > th dose dependent rect. 5 18
247 974.52 humidity 50.0 270 > th dose dependent rect. 4 6
253 974.70 wind 9.0 10 < th dose independent rect. 12 17
258 975.02 humidity 50.0 270 > th dose dependent rect. 4 17
276 975.92 humidity 50.0 270 > th dose dependent rect. 3 20
283 976.30 wind 1.0 270 > th dose independent rect. 23 3
288 976.39 atmosphere 1015.0 270 < th dose independent rect. 3 20
297 976.75 precipitation 0.1 270 < th dose independent rect. 23 4
298 976.75 precipitation 0.1 270 < th dose dependent rect. 23 4
310 977.27 temperature 30.0 270 < th dose independent rect. 23 4
311 977.27 humidity 50.0 270 > th dose independent rect. 23 4
314 977.27 atmosphere 995.0 270 > th dose independent rect. 23 4
315 977.27 radiation 1.0 270 < th dose independent rect. 23 4
320 977.27 temperature 10.0 270 > th dose independent rect. 3 20
321 977.27 radiation 1.0 270 < th dose dependent rect. 23 4
326 977.28 atmosphere 1015.0 270 < th dose independent rect. 23 15
351 977.53 atmosphere 1000.0 10 > th dose independent rect. 5 7
361 977.95 temperature 25.0 270 > th dose dependent rect. 22 17
379 978.55 temperature 25.0 270 > th dose independent rect. 8 7
383 978.80 precipitation 0.1 270 < th dose independent rect. 9 8
384 978.80 precipitation 0.1 270 < th dose dependent rect. 9 8
389 978.93 radiation 40.0 270 < th dose independent rect. 4 18
390 978.95 temperature 25.0 270 > th dose dependent sin 4 NA
397 979.33 radiation 40.0 270 < th dose independent rect. 3 7
405 979.48 atmosphere 995.0 270 > th dose independent rect. 17 16
426 979.98 radiation 20.0 270 < th dose independent rect. 4 18
429 980.15 wind 9.0 270 < th dose independent rect. 4 17
486 981.06 wind 9.0 270 < th dose independent rect. 14 9
487 981.09 humidity 70.0 30 > th dose independent rect. 16 9
494 981.36 wind 1.0 270 > th dose independent rect. 21 8
495 981.36 atmosphere 995.0 270 > th dose independent rect. 14 9
497 981.44 humidity 70.0 10 > th dose independent rect. 17 7
502 981.56 radiation 10.0 10 < th dose dependent sin 7 NA
503 981.60 precipitation 0.1 270 < th dose independent rect. 14 9
504 981.60 precipitation 0.1 270 < th dose dependent rect. 14 9
507 981.66 temperature 10.0 270 > th dose independent rect. 9 8
508 981.66 atmosphere 1015.0 270 < th dose independent rect. 9 8
509 981.66 temperature 10.0 270 > th dose independent rect. 17 16
533 981.81 temperature 30.0 270 < th dose independent rect. 15 7
535 981.83 wind 1.0 270 > th dose independent rect. 14 9
561 982.66 temperature 25.0 270 > th dose independent rect. 23 16
594 983.15 temperature 25.0 10 > th dose dependent rect. 10 10
598 983.24 atmosphere 1010.0 270 < th dose independent rect. 23 4
607 983.50 humidity 90.0 14400 > th dose dependent rect. 9 1
608 983.51 atmosphere 995.0 10 > th dose dependent rect. 5 18
614 983.69 atmosphere 995.0 270 > th dose independent rect. 10 17
617 983.80 radiation 20.0 270 < th dose independent rect. 4 6
619 983.89 wind 9.0 270 < th dose independent rect. 17 16
629 984.33 radiation 40.0 270 < th dose independent rect. 17 15
635 984.42 radiation 30.0 90 < th dose dependent rect. 15 9
664 984.90 temperature 10.0 270 > th dose dependent rect. 8 19
666 984.98 precipitation 0.1 270 < th dose independent rect. 17 16
668 984.98 precipitation 0.1 270 < th dose dependent rect. 17 16
703 985.50 temperature 30.0 90 < th dose independent rect. 17 7
720 985.78 temperature 30.0 270 < th dose dependent rect. 4 17
757 986.43 precipitation 0.1 10 < th dose independent rect. 5 7
758 986.43 precipitation 0.1 10 < th dose dependent rect. 5 7
764 986.54 temperature 10.0 10 > th dose independent rect. 5 7
767 986.54 atmosphere 1015.0 10 < th dose independent rect. 5 7
768 986.54 temperature 10.0 10 > th dose independent rect. 12 17
775 986.80 atmosphere 1010.0 270 < th dose independent rect. 22 6
791 987.13 temperature 30.0 270 < th dose dependent rect. 23 4
799 987.30 atmosphere 1000.0 10 > th dose independent rect. 5 19
818 987.64 humidity 50.0 10 > th dose dependent rect. 17 7
834 988.04 wind 7.0 270 < th dose independent rect. 21 20
845 988.29 humidity 90.0 14400 > th dose dependent rect. 7 3
846 988.30 wind 9.0 10 < th dose independent rect. 5 7
860 988.56 wind 9.0 270 < th dose dependent rect. 21 7
911 989.10 humidity 50.0 270 > th dose independent rect. 23 15
938 989.38 radiation 10.0 10 < th dose dependent rect. 16 9
975 989.62 radiation 1.0 90 < th dose independent rect. 23 16
992 989.95 precipitation 0.1 10 < th dose independent rect. 12 17
993 989.95 precipitation 0.1 10 < th dose dependent rect. 12 17
999 989.99 radiation 1.0 90 < th dose dependent rect. 23 16