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

358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
358071
355909
354711
358071
358071
358071
358071

12.113
-844843.395
2.300
1.600
1.038
35.679
1.446
1.542
18623.799
17248.363
2010.481
6.717
45.096
1.621
62.075
38.525
44.943
61.855
38.183
1.212
45.096
2.239
447.689
2003.868
0.261
0.297
0.037
0.029
1.600
1.038
1.600
62.076
38.525
1.038
61.855
38.184
447.591
87274.051
122856.240
1.542
2.704
90.186
198.402
158.202
2620.826
7323.978
289272.160
272769.650
235672.030
1.600
1.600
1.038
1.038

4.515
3671540.464
1.450
0.537
0.192
11.729
0.497
0.498
2170.980
2285.876
5.929
3.484
21.069
0.485
47.244
47.269
20.531
47.525
47.534
0.409
21.069
1.282
566.490
0.339
0.078
0.000
0.010
0.000
0.166
0.011
0.570
47.244
47.269
0.171
47.525
47.534
566.485
52183.621
73895.089
0.498
1.096
78.394
71.325
59.633
1204.204
4380.908
117689.739
229325.927
157499.497
0.537
0.537
0.192
0.192

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
0.297
0.016
0.029
1.330
1.016
-4.094
-4.094
-4.094
0.994
0.994
0.994
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
63245.000
4.000
5.000
1.000
1.000
1.000
1.000

22.000
212082.000
10.000
4.000
2.000
98.000
2.000
2.000
22181.000
21555.000
2020.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
162.000
5.000
2206.000
2004.000
0.341
0.297
0.083
0.029
2.020
1.091
6.219
99.000
99.000
2.347
99.000
99.000
2206.000
178361.000
252629.000
2.000
4.000
229.000
315.000
263.000
4330.000
16345.000
512773.000
517322.000
515514.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 2001

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

531343

531369

531372

531353

531372

11.564

-1029070.623

2.326

1.565

1.062

34.483

1.395

5.042

3925138.788

1.522

0.656

0.310

13.291

0.489

0.000

-99100229.00

1.000

0.000

1.000

22.000

212082.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 2001

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	26389	4.97	0.00	6.00	0.58
2	4019	0.76	0.00	6.00	0.63
3	14251	2.68	0.00	6.00	0.57
4	14564	2.74	0.00	6.00	0.70
5	16277	3.06	0.00	6.00	0.46
6	39940	7.52	0.00	6.00	0.55
7	54403	10.24	0.00	7.00	0.65
8	1092	0.21	0.00	3.00	0.58
9	2210	0.42	0.00	6.00	0.57
10	10626	2.00	0.00	6.00	0.70
11	3901	0.73	0.00	6.00	0.54
12	13230	2.49	0.00	8.00	0.64
13	14455	2.72	0.00	9.00	0.78
14	205991	38.77	0.00	6.00	0.63
15	1021	0.19	0.00	6.00	0.54
16	68477	12.89	0.00	6.00	0.75
17	2125	0.40	0.00	6.00	0.60
18	9218	1.73	0.00	6.00	0.71
19	51	0.01	1.00	2.00	0.49
20	27579	5.19	0.00	7.00	0.71
22	1499	0.28	0.00	4.00	0.50

cattle - hol - ce - 2001

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	14836	4.14	1.00	4.00	0.53
3	6269	1.75	1.00	4.00	0.51
4	6861	1.92	1.00	4.00	0.50
5	6117	1.71	1.00	4.00	0.29
6	26519	7.41	1.00	4.00	0.45
7	33954	9.48	1.00	4.00	0.50
10	6149	1.72	1.00	4.00	0.52
11	1277	0.36	1.00	4.00	0.30
12	6864	1.92	1.00	4.00	0.47
14	173594	48.48	1.00	4.00	0.54
16	52146	14.56	1.00	4.00	0.58
18	22574	6.30	1.00	4.00	0.55
22	911	0.25	1.00	4.00	0.46

cattle - hol - ce - 2001

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1032	23.83
4	310	7.16
5-10	988	22.82
11-20	683	15.77
21-30	321	7.41
31-40	208	4.80
41-50	140	3.23
51-100	313	7.23
101-150	116	2.68
151-200	50	1.15
201-250	29	0.67
> 250	140	3.23
Sum	4330	100.00

cattle - hol - ce - 2001

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	4,567	1.00	99.00	4,567	1.00	99.00	4,567	1.00	99.00	4,567	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	7,401	1.00	99.00	7,401	1.00	99.00	7,401	1.00	99.00	7,401	1.00	99.00
2002	8,524	1.00	99.00	8,524	1.00	99.00	8,524	1.00	99.00	8,524	1.00	99.00
2003	8,306	1.00	99.00	8,306	1.00	99.00	8,306	1.00	99.00	8,306	1.00	99.00
2004	10,915	1.00	99.00	10,915	1.00	99.00	10,915	1.00	99.00	10,915	1.00	99.00
2005	16,428	1.00	99.00	16,428	1.00	99.00	16,428	1.00	99.00	16,428	1.00	99.00
2006	19,407	1.00	99.00	19,407	1.00	99.00	19,407	1.00	99.00	19,407	1.00	99.00
2007	21,203	1.00	99.00	21,203	1.00	99.00	21,203	1.00	99.00	21,203	1.00	99.00
2008	22,742	1.00	99.00	22,742	1.00	99.00	22,742	1.00	99.00	22,742	1.00	99.00
2009	22,899	1.00	99.00	22,899	1.00	99.00	22,899	1.00	99.00	22,899	1.00	99.00
2010	22,842	1.00	99.00	22,842	1.00	99.00	22,842	1.00	99.00	22,842	1.00	99.00
2011	14,129	1.00	99.00	14,129	1.00	99.00	14,129	1.00	99.00	14,129	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	22,781	1.00	99.00	22,781	1.00	99.00	22,781	1.00	99.00	22,781	1.00	99.00
2014	23,760	1.00	99.00	23,760	1.00	99.00	23,760	1.00	99.00	23,760	1.00	99.00
2015	23,710	1.00	99.00	23,710	1.00	99.00	23,710	1.00	99.00	23,710	1.00	99.00
2016	22,434	1.00	99.00	22,434	1.00	99.00	22,434	1.00	99.00	22,434	1.00	99.00
2017	20,281	1.00	99.00	20,281	1.00	99.00	20,281	1.00	99.00	20,281	1.00	99.00
2018	18,445	1.00	99.00	18,445	1.00	99.00	18,445	1.00	99.00	18,445	1.00	99.00
2019	16,618	1.00	99.00	16,618	1.00	99.00	16,618	1.00	99.00	16,618	1.00	99.00
2020	11,516	1.00	99.00	11,516	1.00	99.00	11,516	1.00	99.00	11,516	1.00	99.00
Sum	358,071	1.00	99.00	358,071	1.00	99.00	358,071	1.00	99.00	358,071	1.00	99.00

cattle - hol - ce - 2001