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

604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604773
604132
593036
604773
604773
604773
604773

7.447
-1717505.480
3.283
1.753
1.021
40.184
1.269
1.570
17481.863
15727.445
2007.366
6.526
57.522
1.765
76.158
24.594
56.465
75.984
24.037
1.133
51.357
3.253
110.284
2003.732
0.187
0.178
0.020
0.021
1.753
1.021
1.753
76.159
24.594
1.021
75.984
24.037
110.036
124775.774
168079.047
1.570
2.905
106.914
165.894
90.333
10111.281
47760.704
461073.663
122596.620
341561.411
1.753
1.753
1.021
1.021

4.867
5085583.859
2.104
0.463
0.142
10.006
0.444
0.495
2110.945
2233.434
5.786
3.422
28.429
0.424
41.219
41.235
25.967
41.533
41.542
0.339
26.313
2.023
572.001
0.443
0.067
0.000
0.006
0.000
0.164
0.007
0.453
41.218
41.235
0.144
41.533
41.542
571.449
75486.936
100248.101
0.495
1.080
83.592
69.351
56.022
5324.922
27709.802
222213.396
178668.443
234335.682
0.463
0.463
0.142
0.142

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
0.178
0.005
0.021
1.276
1.005
0.024
0.024
0.024
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
47809.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
188663.000
10.000
4.000
2.000
99.000
2.000
2.000
21093.000
20458.000
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
0.263
0.178
0.038
0.021
2.030
1.040
5.975
99.000
99.000
3.103
99.000
99.000
4655.000
261497.000
350327.000
2.000
4.000
260.000
285.000
246.000
20664.000
95627.000
826203.000
826738.000
826240.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 1703

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1210055

1210139

1210155

1210043

1210155

7.345

-1749626.777

3.415

1.575

1.036

35.503

1.292

5.008

4981710.440

2.325

0.673

0.245

15.499

0.455

0.000

-99100229.00

1.000

0.000

1.000

22.000

189685.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 1703

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	174327	14.41	0.00	6.00	0.63
2	42368	3.50	0.00	6.00	0.75
3	88886	7.35	0.00	6.00	0.72
4	46241	3.82	0.00	6.00	0.80
5	45406	3.75	0.00	9.00	0.58
6	226210	18.70	0.00	6.00	0.56
7	223672	18.49	0.00	6.00	0.71
8	969	0.08	0.00	3.00	0.81
9	14215	1.17	0.00	4.00	0.63
10	43677	3.61	0.00	6.00	0.68
11	39471	3.26	0.00	6.00	0.60
12	58467	4.83	0.00	6.00	0.61
13	983	0.08	0.00	3.00	0.66
14	88463	7.31	0.00	8.00	0.64
15	835	0.07	0.00	4.00	0.77
16	67604	5.59	0.00	6.00	0.70
17	1503	0.12	0.00	3.00	0.71
18	3065	0.25	0.00	6.00	0.75
19	188	0.02	0.00	3.00	0.58
20	33008	2.73	0.00	4.00	0.72
22	10373	0.86	0.00	6.00	0.67

cattle - sim - ce - 1703

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	96982	16.04	1.00	4.00	0.43
3	41793	6.91	1.00	4.00	0.50
5	13414	2.22	1.00	4.00	0.38
6	148169	24.50	1.00	4.00	0.40
7	135459	22.40	1.00	4.00	0.47
10	23691	3.92	1.00	4.00	0.45
11	15124	2.50	1.00	4.00	0.47
12	29525	4.88	1.00	4.00	0.46
14	39691	6.56	1.00	4.00	0.51
16	39488	6.53	1.00	4.00	0.49
18	3780	0.63	1.00	3.00	0.46
20	12147	2.01	1.00	4.00	0.48
22	5510	0.91	1.00	4.00	0.33

cattle - sim - ce - 1703

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4046	19.58
4	1153	5.58
5-10	4485	21.70
11-20	3715	17.98
21-30	1996	9.66
31-40	1322	6.40
41-50	921	4.46
51-100	1936	9.37
101-150	623	3.01
151-200	230	1.11
201-250	111	0.54
> 250	126	0.61
Sum	20664	100.00

cattle - sim - ce - 1703

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	40,563	1.00	99.00	40,563	1.00	99.00	40,563	1.00	99.00	40,563	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	39,141	1.00	99.00	39,141	1.00	99.00	39,141	1.00	99.00	39,141	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	35,069	1.00	99.00	35,069	1.00	99.00	35,069	1.00	99.00	35,069	1.00	99.00
2016	32,750	1.00	99.00	32,750	1.00	99.00	32,750	1.00	99.00	32,750	1.00	99.00
2017	20,189	1.00	99.00	20,189	1.00	99.00	20,189	1.00	99.00	20,189	1.00	99.00
Sum	604,773	1.00	99.00	604,773	1.00	99.00	604,773	1.00	99.00	604,773	1.00	99.00

cattle - sim - ce - 1703