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

294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
294234
292092
290955
294234
294234
294234
294234

11.916
-1043736.593
2.303
1.594
1.047
35.824
1.328
1.545
18008.997
16623.860
2008.801
6.698
45.414
1.621
62.094
38.500
45.252
61.882
38.165
1.210
45.414
2.240
382.256
2003.839
0.256
0.305
0.045
0.039
1.594
1.047
1.594
62.095
38.500
1.047
61.882
38.165
382.138
73326.313
101556.634
1.545
2.710
89.954
178.202
133.249
2495.086
7082.740
248955.492
243607.477
196633.538
1.594
1.594
1.047
1.047

4.673
4014026.383
1.458
0.541
0.211
11.443
0.470
0.498
1879.797
2000.298
5.130
3.512
21.147
0.485
47.244
47.265
20.580
47.514
47.525
0.407
21.147
1.284
509.593
0.368
0.085
0.000
0.010
0.000
0.191
0.012
0.585
47.243
47.266
0.198
47.514
47.525
509.570
44289.163
61179.608
0.498
1.102
78.223
61.757
53.677
1183.413
4232.624
99332.731
193334.978
135404.788
0.541
0.541
0.211
0.211

1.000
-21270001.00
1.000
1.000
1.000
0.000
1.000
1.000
12513.000
8705.000
1997.000
1.000
18.000
1.000
1.000
1.000
18.000
1.000
1.000
1.000
18.000
1.000
3.000
2003.000
0.008
0.305
0.016
0.039
1.312
1.017
-4.179
-4.179
-4.179
0.991
0.991
0.991
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
57302.000
3.000
4.000
1.000
1.000
1.000
1.000

22.000
184991.000
10.000
4.000
2.000
98.000
2.000
2.000
20885.000
20276.000
2017.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
162.000
5.000
2201.000
2004.000
0.348
0.305
0.090
0.039
2.020
1.100
6.278
99.000
99.000
2.544
99.000
99.000
2201.000
151329.000
209730.000
2.000
4.000
229.000
273.000
227.000
4237.000
15437.000
438227.000
442255.000
440896.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 1701

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

451637

451663

451666

451650

451666

11.325

-1226279.943

2.330

1.579

1.073

35.030

1.288

5.174

4226754.048

1.532

0.651

0.335

12.669

0.453

0.000

-99100229.00

1.000

0.000

1.000

22.000

185321.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 1701

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	25329	5.61	0.00	6.00	0.57
2	3751	0.83	0.00	6.00	0.60
3	13516	2.99	0.00	6.00	0.57
4	12930	2.86	0.00	6.00	0.65
5	15460	3.42	0.00	6.00	0.46
6	36865	8.16	0.00	6.00	0.53
7	46377	10.27	0.00	7.00	0.63
8	1062	0.24	0.00	3.00	0.54
9	1951	0.43	0.00	6.00	0.56
10	9709	2.15	0.00	6.00	0.68
11	3817	0.85	0.00	6.00	0.53
12	12141	2.69	0.00	8.00	0.61
13	13705	3.03	0.00	9.00	0.79
14	163577	36.22	0.00	6.00	0.65
15	982	0.22	0.00	6.00	0.54
16	54562	12.08	0.00	6.00	0.73
17	1836	0.41	0.00	6.00	0.58
18	7650	1.69	0.00	6.00	0.65
19	45	0.01	1.00	2.00	0.47
20	24907	5.51	0.00	7.00	0.71
22	1443	0.32	0.00	4.00	0.51

cattle - hol - ce - 1701

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	13961	4.74	1.00	4.00	0.53
3	5672	1.93	1.00	4.00	0.51
4	5990	2.04	1.00	4.00	0.50
5	5514	1.87	1.00	4.00	0.30
6	24147	8.21	1.00	4.00	0.45
7	28389	9.65	1.00	4.00	0.49
10	5669	1.93	1.00	4.00	0.52
11	1271	0.43	1.00	4.00	0.29
12	6252	2.12	1.00	4.00	0.47
14	135015	45.89	1.00	4.00	0.55
16	40858	13.89	1.00	4.00	0.57
18	20630	7.01	1.00	4.00	0.55
22	866	0.29	1.00	4.00	0.46

cattle - hol - ce - 1701

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1022	24.12
4	310	7.32
5-10	958	22.61
11-20	680	16.05
21-30	323	7.62
31-40	207	4.89
41-50	136	3.21
51-100	303	7.15
101-150	108	2.55
151-200	46	1.09
201-250	24	0.57
> 250	120	2.83
Sum	4237	100.00

cattle - hol - 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
1997	5,379	1.00	99.00	5,379	1.00	99.00	5,379	1.00	99.00	5,379	1.00	99.00
1998	4,564	1.00	99.00	4,564	1.00	99.00	4,564	1.00	99.00	4,564	1.00	99.00
1999	6,441	1.00	99.00	6,441	1.00	99.00	6,441	1.00	99.00	6,441	1.00	99.00
2000	6,804	1.00	99.00	6,804	1.00	99.00	6,804	1.00	99.00	6,804	1.00	99.00
2001	7,399	1.00	99.00	7,399	1.00	99.00	7,399	1.00	99.00	7,399	1.00	99.00
2002	8,523	1.00	99.00	8,523	1.00	99.00	8,523	1.00	99.00	8,523	1.00	99.00
2003	8,297	1.00	99.00	8,297	1.00	99.00	8,297	1.00	99.00	8,297	1.00	99.00
2004	10,828	1.00	99.00	10,828	1.00	99.00	10,828	1.00	99.00	10,828	1.00	99.00
2005	16,316	1.00	99.00	16,316	1.00	99.00	16,316	1.00	99.00	16,316	1.00	99.00
2006	19,320	1.00	99.00	19,320	1.00	99.00	19,320	1.00	99.00	19,320	1.00	99.00
2007	21,016	1.00	99.00	21,016	1.00	99.00	21,016	1.00	99.00	21,016	1.00	99.00
2008	22,431	1.00	99.00	22,431	1.00	99.00	22,431	1.00	99.00	22,431	1.00	99.00
2009	22,840	1.00	99.00	22,840	1.00	99.00	22,840	1.00	99.00	22,840	1.00	99.00
2010	22,791	1.00	99.00	22,791	1.00	99.00	22,791	1.00	99.00	22,791	1.00	99.00
2011	14,115	1.00	99.00	14,115	1.00	99.00	14,115	1.00	99.00	14,115	1.00	99.00
2012	539	1.00	99.00	539	1.00	99.00	539	1.00	99.00	539	1.00	99.00
2013	22,819	1.00	99.00	22,819	1.00	99.00	22,819	1.00	99.00	22,819	1.00	99.00
2014	24,009	1.00	99.00	24,009	1.00	99.00	24,009	1.00	99.00	24,009	1.00	99.00
2015	23,775	1.00	99.00	23,775	1.00	99.00	23,775	1.00	99.00	23,775	1.00	99.00
2016	22,635	1.00	99.00	22,635	1.00	99.00	22,635	1.00	99.00	22,635	1.00	99.00
2017	3,393	1.00	99.00	3,393	1.00	99.00	3,393	1.00	99.00	3,393	1.00	99.00
Sum	294,234	1.00	99.00	294,234	1.00	99.00	294,234	1.00	99.00	294,234	1.00	99.00

cattle - hol - ce - 1701