CRO BV Cattle

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika podataka za izračun UV

region
herd
parity
calvdiff
stillb
weight
source
sex
birth_dt
birth_dt_dam
ycalv
mcalv
age_c
parity2
calvdiff1
calvdiff2
age_c2
stillb1
stillb2
sex1
age_x
parity_c
n_hycalv
ycalv2
varObsCE
varExpCE
varObsSB
varExpSB
meanObsCE
meanObsSB
calvdiffs
calvdiff1s
calvdiff2s
stillbs
stillb1s
stillb2s
n_hycalv1
perma
perm2a
sexa
sexpa
sexpaga
calvsa
regya
herda
herdya
idanima
idsirea
iddama
y3103
y3104
y3105
y3106

587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
587024
586383
575256
587024
587024
587024
587024

7.455
-1771175.242
3.277
1.755
1.021
40.217
1.247
1.572
17376.623
15625.451
2007.074
6.562
57.416
1.764
76.091
24.664
56.363
75.915
24.106
1.133
51.269
3.247
113.001
2003.724
0.186
0.177
0.021
0.022
1.755
1.021
1.755
76.091
24.664
1.021
75.915
24.106
112.746
121549.039
163584.139
1.572
2.909
106.876
162.436
90.157
10020.669
46626.612
449957.572
120185.250
330321.784
1.755
1.755
1.021
1.021

4.874
5152366.798
2.102
0.462
0.144
10.037
0.431
0.495
2052.608
2181.842
5.621
3.444
28.397
0.424
41.260
41.277
25.940
41.576
41.585
0.340
26.264
2.021
580.317
0.447
0.068
0.000
0.006
0.000
0.166
0.007
0.452
41.259
41.277
0.147
41.576
41.585
579.757
73836.468
97767.192
0.495
1.079
83.656
67.434
56.111
5290.432
27071.227
216791.945
173418.851
227254.217
0.462
0.462
0.144
0.144

1.000
-99100229.00
1.000
1.000
1.000
0.000
1.000
1.000
12452.000
7716.000
1995.000
1.000
18.000
1.000
1.000
1.000
18.000
1.000
1.000
1.000
0.000
1.000
3.000
2003.000
0.045
0.177
0.005
0.022
1.278
1.005
0.032
0.032
0.032
0.995
0.995
0.995
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
47375.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
185923.000
10.000
4.000
2.000
99.000
2.000
2.000
20885.000
20289.000
2017.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
132.000
8.000
4657.000
2004.000
0.262
0.177
0.038
0.022
2.030
1.040
5.960
99.000
99.000
3.089
99.000
99.000
4655.000
256277.000
342288.000
2.000
4.000
260.000
278.000
246.000
20523.000
93333.000
805505.000
806024.000
805542.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 1701

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1173376

1173460

1173476

1173373

1173476

7.360

-1806234.435

3.406

1.589

1.037

35.758

1.270

5.016

5048496.593

2.321

0.662

0.249

15.300

0.444

0.000

-99100229.00

1.000

0.000

1.000

22.000

186104.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 1701

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	170102	14.50	0.00	6.00	0.62
2	40725	3.47	0.00	6.00	0.74
3	84076	7.17	0.00	6.00	0.71
4	44429	3.79	0.00	6.00	0.79
5	44483	3.79	0.00	9.00	0.58
6	219457	18.70	0.00	6.00	0.55
7	216683	18.47	0.00	6.00	0.69
8	916	0.08	0.00	3.00	0.78
9	13285	1.13	0.00	4.00	0.62
10	42330	3.61	0.00	6.00	0.67
11	38259	3.26	0.00	6.00	0.60
12	57270	4.88	0.00	6.00	0.60
13	886	0.08	0.00	3.00	0.65
14	86681	7.39	0.00	8.00	0.64
15	781	0.07	0.00	4.00	0.77
16	66165	5.64	0.00	6.00	0.68
17	1460	0.12	0.00	3.00	0.69
18	2855	0.24	0.00	6.00	0.74
19	185	0.02	0.00	3.00	0.58
20	32190	2.74	0.00	4.00	0.71
22	10043	0.86	0.00	6.00	0.65

cattle - sim - ce - 1701

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	94668	16.13	1.00	4.00	0.43
3	39865	6.79	1.00	4.00	0.50
5	12867	2.19	1.00	4.00	0.38
6	143294	24.41	1.00	4.00	0.40
7	131939	22.48	1.00	4.00	0.47
10	22966	3.91	1.00	4.00	0.44
11	14284	2.43	1.00	4.00	0.47
12	28837	4.91	1.00	4.00	0.46
14	38775	6.61	1.00	4.00	0.51
16	38872	6.62	1.00	4.00	0.49
18	3594	0.61	1.00	3.00	0.46
20	11703	1.99	1.00	4.00	0.48
22	5360	0.91	1.00	4.00	0.33

cattle - sim - ce - 1701

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4036	19.67
4	1150	5.60
5-10	4480	21.83
11-20	3708	18.07
21-30	2032	9.90
31-40	1284	6.26
41-50	932	4.54
51-100	1884	9.18
101-150	585	2.85
151-200	213	1.04
201-250	104	0.51
> 250	115	0.56
Sum	20523	100.00

cattle - sim - ce - 1701

Herd effect

Descriptive statistics by year of testing for milk traits

Year of test	calvdiff1			calvdiff2			stillb1			stillb2
Year of test	N	Min	Max	N	Min	Max	N	Min	Max	N	Min	Max
1995	3,821	1.00	99.00	3,821	1.00	99.00	3,821	1.00	99.00	3,821	1.00	99.00
1996	10,665	1.00	99.00	10,665	1.00	99.00	10,665	1.00	99.00	10,665	1.00	99.00
1997	15,011	1.00	99.00	15,011	1.00	99.00	15,011	1.00	99.00	15,011	1.00	99.00
1998	18,619	1.00	99.00	18,619	1.00	99.00	18,619	1.00	99.00	18,619	1.00	99.00
1999	20,028	1.00	99.00	20,028	1.00	99.00	20,028	1.00	99.00	20,028	1.00	99.00
2000	19,028	1.00	99.00	19,028	1.00	99.00	19,028	1.00	99.00	19,028	1.00	99.00
2001	22,276	1.00	99.00	22,276	1.00	99.00	22,276	1.00	99.00	22,276	1.00	99.00
2002	25,821	1.00	99.00	25,821	1.00	99.00	25,821	1.00	99.00	25,821	1.00	99.00
2003	26,764	1.00	99.00	26,764	1.00	99.00	26,764	1.00	99.00	26,764	1.00	99.00
2004	30,800	1.00	99.00	30,800	1.00	99.00	30,800	1.00	99.00	30,800	1.00	99.00
2005	35,683	1.00	99.00	35,683	1.00	99.00	35,683	1.00	99.00	35,683	1.00	99.00
2006	37,998	1.00	99.00	37,998	1.00	99.00	37,998	1.00	99.00	37,998	1.00	99.00
2007	40,561	1.00	99.00	40,561	1.00	99.00	40,561	1.00	99.00	40,561	1.00	99.00
2008	40,891	1.00	99.00	40,891	1.00	99.00	40,891	1.00	99.00	40,891	1.00	99.00
2009	39,139	1.00	99.00	39,139	1.00	99.00	39,139	1.00	99.00	39,139	1.00	99.00
2010	36,482	1.00	99.00	36,482	1.00	99.00	36,482	1.00	99.00	36,482	1.00	99.00
2011	16,859	1.00	99.00	16,859	1.00	99.00	16,859	1.00	99.00	16,859	1.00	99.00
2012	1,505	1.00	99.00	1,505	1.00	99.00	1,505	1.00	99.00	1,505	1.00	99.00
2013	37,529	1.00	99.00	37,529	1.00	99.00	37,529	1.00	99.00	37,529	1.00	99.00
2014	37,281	1.00	99.00	37,281	1.00	99.00	37,281	1.00	99.00	37,281	1.00	99.00
2015	35,061	1.00	99.00	35,061	1.00	99.00	35,061	1.00	99.00	35,061	1.00	99.00
2016	32,665	1.00	99.00	32,665	1.00	99.00	32,665	1.00	99.00	32,665	1.00	99.00
2017	2,537	1.00	99.00	2,537	1.00	99.00	2,537	1.00	99.00	2,537	1.00	99.00
Sum	587,024	1.00	99.00	587,024	1.00	99.00	587,024	1.00	99.00	587,024	1.00	99.00

cattle - sim - ce - 1701