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

324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
324712
322580
321394
324712
324712
324712
324712

12.014
-938882.909
2.301
1.599
1.042
35.767
1.392
1.542
18306.586
16926.514
2009.615
6.695
45.248
1.620
62.001
38.598
45.090
61.784
38.258
1.210
45.248
2.239
420.949
2003.854
0.259
0.302
0.041
0.034
1.599
1.042
1.599
62.002
38.597
1.042
61.784
38.259
420.842
79988.848
111492.884
1.542
2.704
89.934
187.980
142.129
2539.268
7188.960
268337.353
260227.028
214967.257
1.599
1.599
1.042
1.042

4.598
3834972.512
1.456
0.539
0.202
11.581
0.488
0.498
2013.960
2132.663
5.500
3.476
21.143
0.485
47.264
47.287
20.591
47.540
47.551
0.408
21.143
1.284
543.909
0.353
0.082
0.000
0.010
0.000
0.176
0.011
0.577
47.263
47.288
0.185
47.541
47.550
543.898
48052.118
67259.609
0.498
1.100
78.293
66.165
55.518
1180.645
4304.087
107964.757
210470.011
146041.472
0.539
0.539
0.202
0.202

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
0.302
0.016
0.034
1.329
1.017
-4.148
-4.148
-4.148
0.993
0.993
0.993
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
60376.000
3.000
4.000
1.000
1.000
1.000
1.000

22.000
199456.000
10.000
4.000
2.000
98.000
2.000
2.000
21460.000
20894.000
2018.000
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
0.344
0.302
0.087
0.034
2.020
1.096
6.256
99.000
99.000
2.437
99.000
99.000
2201.000
164199.000
230050.000
2.000
4.000
229.000
292.000
240.000
4270.000
15837.000
473924.000
478118.000
476556.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 1802

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

488477

488503

488506

488487

488506

11.439

-1128287.157

2.329

1.573

1.067

34.839

1.342

5.115

4078744.936

1.528

0.653

0.322

12.906

0.474

0.000

-99100229.00

1.000

0.000

1.000

22.000

199468.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 1802

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	25866	5.30	0.00	6.00	0.57
2	3890	0.80	0.00	6.00	0.61
3	13845	2.83	0.00	6.00	0.57
4	14104	2.89	0.00	6.00	0.67
5	15869	3.25	0.00	6.00	0.46
6	38235	7.83	0.00	6.00	0.54
7	49877	10.21	0.00	7.00	0.64
8	1079	0.22	0.00	3.00	0.57
9	2078	0.43	0.00	6.00	0.57
10	10201	2.09	0.00	6.00	0.69
11	3875	0.79	0.00	6.00	0.54
12	12599	2.58	0.00	8.00	0.63
13	14086	2.88	0.00	9.00	0.78
14	182646	37.39	0.00	6.00	0.64
15	993	0.20	0.00	6.00	0.55
16	61226	12.53	0.00	6.00	0.73
17	1985	0.41	0.00	6.00	0.60
18	8287	1.70	0.00	6.00	0.65
19	46	0.01	1.00	2.00	0.47
20	26189	5.36	0.00	7.00	0.71
22	1476	0.30	0.00	4.00	0.50

cattle - hol - ce - 1802

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	14345	4.42	1.00	4.00	0.53
3	5938	1.83	1.00	4.00	0.51
4	6799	2.09	1.00	4.00	0.50
5	5796	1.78	1.00	4.00	0.30
6	25151	7.75	1.00	4.00	0.45
7	31021	9.55	1.00	4.00	0.49
10	5980	1.84	1.00	4.00	0.52
11	1271	0.39	1.00	4.00	0.29
12	6507	2.00	1.00	4.00	0.47
14	153076	47.14	1.00	4.00	0.55
16	46287	14.25	1.00	4.00	0.58
18	21647	6.67	1.00	4.00	0.55
22	894	0.28	1.00	4.00	0.46

cattle - hol - ce - 1802

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1025	24.00
4	312	7.31
5-10	965	22.60
11-20	677	15.85
21-30	324	7.59
31-40	211	4.94
41-50	136	3.19
51-100	304	7.12
101-150	113	2.65
151-200	55	1.29
201-250	21	0.49
> 250	127	2.97
Sum	4270	100.00

cattle - hol - ce - 1802

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	21,015	1.00	99.00	21,015	1.00	99.00	21,015	1.00	99.00	21,015	1.00	99.00
2008	22,413	1.00	99.00	22,413	1.00	99.00	22,413	1.00	99.00	22,413	1.00	99.00
2009	22,788	1.00	99.00	22,788	1.00	99.00	22,788	1.00	99.00	22,788	1.00	99.00
2010	22,750	1.00	99.00	22,750	1.00	99.00	22,750	1.00	99.00	22,750	1.00	99.00
2011	14,112	1.00	99.00	14,112	1.00	99.00	14,112	1.00	99.00	14,112	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	22,802	1.00	99.00	22,802	1.00	99.00	22,802	1.00	99.00	22,802	1.00	99.00
2014	24,014	1.00	99.00	24,014	1.00	99.00	24,014	1.00	99.00	24,014	1.00	99.00
2015	23,778	1.00	99.00	23,778	1.00	99.00	23,778	1.00	99.00	23,778	1.00	99.00
2016	22,639	1.00	99.00	22,639	1.00	99.00	22,639	1.00	99.00	22,639	1.00	99.00
2017	20,439	1.00	99.00	20,439	1.00	99.00	20,439	1.00	99.00	20,439	1.00	99.00
2018	13,552	1.00	99.00	13,552	1.00	99.00	13,552	1.00	99.00	13,552	1.00	99.00
Sum	324,712	1.00	99.00	324,712	1.00	99.00	324,712	1.00	99.00	324,712	1.00	99.00

cattle - hol - ce - 1802