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

299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
299123
296996
295847
299123
299123
299123
299123

11.931
-1025423.635
2.302
1.596
1.046
35.803
1.340
1.544
18058.896
16675.122
2008.940
6.661
45.369
1.621
62.050
38.546
45.209
61.837
38.209
1.210
45.369
2.239
383.042
2003.842
0.257
0.305
0.044
0.038
1.596
1.046
1.596
62.051
38.545
1.046
61.836
38.210
382.926
74345.305
103103.320
1.544
2.708
89.935
179.842
133.561
2500.962
7110.818
251863.742
247085.565
199297.867
1.596
1.596
1.046
1.046

4.661
3983379.712
1.457
0.541
0.210
11.482
0.474
0.498
1902.689
2023.644
5.198
3.497
21.141
0.485
47.254
47.276
20.580
47.525
47.537
0.407
21.141
1.283
506.351
0.365
0.085
0.000
0.010
0.000
0.188
0.011
0.584
47.253
47.277
0.196
47.526
47.537
506.329
44940.534
62191.515
0.498
1.102
78.251
62.509
53.573
1182.470
4250.200
100742.124
195977.803
136975.146
0.541
0.541
0.210
0.210

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
0.038
1.314
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
57550.000
3.000
4.000
1.000
1.000
1.000
1.000

22.000
186021.000
10.000
4.000
2.000
98.000
2.000
2.000
21003.000
20409.000
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
0.346
0.305
0.090
0.038
2.020
1.100
6.278
99.000
99.000
2.526
99.000
99.000
2201.000
153482.000
213083.000
2.000
4.000
229.000
277.000
228.000
4245.000
15518.000
443748.000
447594.000
446200.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 1702

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

457942

457968

457971

457954

457971

11.344

-1208469.605

2.329

1.578

1.072

34.984

1.298

5.165

4200269.371

1.531

0.652

0.332

12.728

0.457

0.000

-99100229.00

1.000

0.000

1.000

22.000

186656.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 1702

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	25445	5.56	0.00	6.00	0.57
2	3789	0.83	0.00	6.00	0.60
3	13572	2.96	0.00	6.00	0.57
4	13126	2.87	0.00	6.00	0.65
5	15543	3.39	0.00	6.00	0.46
6	37127	8.11	0.00	6.00	0.53
7	46965	10.26	0.00	7.00	0.63
8	1065	0.23	0.00	3.00	0.55
9	1971	0.43	0.00	6.00	0.56
10	9822	2.14	0.00	6.00	0.68
11	3830	0.84	0.00	6.00	0.53
12	12222	2.67	0.00	8.00	0.61
13	13791	3.01	0.00	9.00	0.79
14	166787	36.42	0.00	6.00	0.65
15	983	0.21	0.00	6.00	0.54
16	55601	12.14	0.00	6.00	0.73
17	1873	0.41	0.00	6.00	0.59
18	7729	1.69	0.00	6.00	0.65
19	45	0.01	1.00	2.00	0.47
20	25181	5.50	0.00	7.00	0.71
22	1452	0.32	0.00	4.00	0.51

cattle - hol - ce - 1702

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	14033	4.69	1.00	4.00	0.53
3	5714	1.91	1.00	4.00	0.51
4	6117	2.04	1.00	4.00	0.50
5	5567	1.86	1.00	4.00	0.30
6	24339	8.14	1.00	4.00	0.45
7	28824	9.64	1.00	4.00	0.49
10	5748	1.92	1.00	4.00	0.52
11	1271	0.42	1.00	4.00	0.29
12	6308	2.11	1.00	4.00	0.47
14	137817	46.07	1.00	4.00	0.55
16	41714	13.95	1.00	4.00	0.57
18	20800	6.95	1.00	4.00	0.55
22	871	0.29	1.00	4.00	0.46

cattle - hol - ce - 1702

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1024	24.12
4	310	7.30
5-10	961	22.64
11-20	681	16.04
21-30	324	7.63
31-40	206	4.85
41-50	137	3.23
51-100	303	7.14
101-150	107	2.52
151-200	48	1.13
201-250	22	0.52
> 250	122	2.87
Sum	4245	100.00

cattle - hol - ce - 1702

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	16,313	1.00	99.00	16,313	1.00	99.00	16,313	1.00	99.00	16,313	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	22,405	1.00	99.00	22,405	1.00	99.00	22,405	1.00	99.00	22,405	1.00	99.00
2009	22,760	1.00	99.00	22,760	1.00	99.00	22,760	1.00	99.00	22,760	1.00	99.00
2010	22,715	1.00	99.00	22,715	1.00	99.00	22,715	1.00	99.00	22,715	1.00	99.00
2011	14,104	1.00	99.00	14,104	1.00	99.00	14,104	1.00	99.00	14,104	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	22,792	1.00	99.00	22,792	1.00	99.00	22,792	1.00	99.00	22,792	1.00	99.00
2014	24,001	1.00	99.00	24,001	1.00	99.00	24,001	1.00	99.00	24,001	1.00	99.00
2015	23,768	1.00	99.00	23,768	1.00	99.00	23,768	1.00	99.00	23,768	1.00	99.00
2016	22,631	1.00	99.00	22,631	1.00	99.00	22,631	1.00	99.00	22,631	1.00	99.00
2017	8,524	1.00	99.00	8,524	1.00	99.00	8,524	1.00	99.00	8,524	1.00	99.00
Sum	299,123	1.00	99.00	299,123	1.00	99.00	299,123	1.00	99.00	299,123	1.00	99.00

cattle - hol - ce - 1702