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

485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
485725
484926
473685
485725
485725
485725
485725

7.481
-2177437.023
3.241
1.773
1.025
40.451
1.077
1.589
16745.908
15014.751
2005.345
6.597
56.760
1.759
75.591
25.182
55.758
75.409
24.616
1.139
50.848
3.212
131.774
2003.659
0.173
0.148
0.024
0.028
1.773
1.025
1.773
75.592
25.182
1.025
75.409
24.616
131.457
101932.785
136817.909
1.589
2.937
106.911
141.715
81.188
9238.345
40443.513
370810.233
92266.433
272859.586
1.773
1.773
1.025
1.025

4.925
5622418.888
2.089
0.455
0.156
10.206
0.267
0.492
1724.423
1900.514
4.718
3.440
28.181
0.428
41.562
41.579
25.802
41.885
41.896
0.346
26.012
2.011
635.812
0.474
0.073
0.000
0.007
0.000
0.184
0.008
0.427
41.561
41.578
0.169
41.885
41.896
635.200
62315.668
81463.005
0.492
1.079
84.098
56.651
51.272
4930.004
23678.588
186333.624
136778.941
178595.428
0.455
0.455
0.156
0.156

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
0.148
0.008
0.028
1.244
1.008
0.199
0.199
0.199
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
27148.000
7.000
3.000
1.000
1.000
1.000
1.000

22.000
177162.000
10.000
4.000
2.000
99.000
2.000
2.000
20174.000
19552.000
2015.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
132.000
8.000
4651.000
2004.000
0.263
0.148
0.040
0.028
2.031
1.042
5.654
99.000
99.000
2.941
99.000
99.000
4649.000
221017.000
291109.000
2.000
4.000
260.000
254.000
221.000
18816.000
80931.000
670307.000
670739.000
665799.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 1501

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

968344

968426

968442

968412

968442

7.489

-2200379.165

3.349

1.706

1.038

37.851

1.115

5.078

5478320.314

2.301

0.542

0.251

13.320

0.319

0.000

-99100229.00

1.000

0.000

1.000

22.000

177162.000

89.000

9.000

99.000

2.000

cattle - sim - ce - 1501

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	146482	15.13	0.00	6.00	0.51
2	29111	3.01	0.00	6.00	0.50
3	58997	6.09	0.00	6.00	0.55
4	34952	3.61	0.00	6.00	0.64
5	38505	3.98	0.00	9.00	0.45
6	179888	18.58	0.00	6.00	0.46
7	177736	18.36	0.00	6.00	0.56
8	761	0.08	0.00	3.00	0.58
9	8477	0.88	0.00	4.00	0.52
10	35059	3.62	0.00	6.00	0.53
11	32055	3.31	0.00	6.00	0.52
12	50709	5.24	0.00	6.00	0.53
13	593	0.06	0.00	3.00	0.54
14	76686	7.92	0.00	8.00	0.57
15	458	0.05	0.00	4.00	0.55
16	58572	6.05	0.00	6.00	0.59
17	1235	0.13	0.00	3.00	0.52
18	1738	0.18	0.00	6.00	0.62
19	165	0.02	1.00	3.00	0.53
20	27878	2.88	0.00	4.00	0.63
22	8243	0.85	0.00	6.00	0.46

cattle - sim - ce - 1501

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	82109	16.90	1.00	4.00	0.43
3	30329	6.24	1.00	4.00	0.49
5	9887	2.04	1.00	4.00	0.40
6	114283	23.53	1.00	4.00	0.36
7	111469	22.95	1.00	4.00	0.46
10	18692	3.85	1.00	4.00	0.42
11	10004	2.06	1.00	4.00	0.38
12	24737	5.09	1.00	4.00	0.43
14	33210	6.84	1.00	4.00	0.51
16	34480	7.10	1.00	4.00	0.49
18	2545	0.52	1.00	3.00	0.47
20	9290	1.91	1.00	4.00	0.43
22	4690	0.97	1.00	4.00	0.35

cattle - sim - ce - 1501

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	3900	20.73
4	1118	5.94
5-10	4259	22.63
11-20	3409	18.12
21-30	1836	9.76
31-40	1204	6.40
41-50	828	4.40
51-100	1582	8.41
101-150	398	2.12
151-200	156	0.83
201-250	49	0.26
> 250	77	0.41
Sum	18816	100.00

cattle - sim - ce - 1501

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	3,823	1.00	99.00	3,823	1.00	99.00	3,823	1.00	99.00	3,823	1.00	99.00
1996	10,654	1.00	99.00	10,654	1.00	99.00	10,654	1.00	99.00	10,654	1.00	99.00
1997	15,012	1.00	99.00	15,012	1.00	99.00	15,012	1.00	99.00	15,012	1.00	99.00
1998	18,694	1.00	99.00	18,694	1.00	99.00	18,694	1.00	99.00	18,694	1.00	99.00
1999	20,272	1.00	99.00	20,272	1.00	99.00	20,272	1.00	99.00	20,272	1.00	99.00
2000	21,085	1.00	99.00	21,085	1.00	99.00	21,085	1.00	99.00	21,085	1.00	99.00
2001	23,449	1.00	99.00	23,449	1.00	99.00	23,449	1.00	99.00	23,449	1.00	99.00
2002	25,822	1.00	99.00	25,822	1.00	99.00	25,822	1.00	99.00	25,822	1.00	99.00
2003	26,737	1.00	99.00	26,737	1.00	99.00	26,737	1.00	99.00	26,737	1.00	99.00
2004	30,829	1.00	99.00	30,829	1.00	99.00	30,829	1.00	99.00	30,829	1.00	99.00
2005	35,646	1.00	99.00	35,646	1.00	99.00	35,646	1.00	99.00	35,646	1.00	99.00
2006	38,066	1.00	99.00	38,066	1.00	99.00	38,066	1.00	99.00	38,066	1.00	99.00
2007	40,587	1.00	99.00	40,587	1.00	99.00	40,587	1.00	99.00	40,587	1.00	99.00
2008	41,034	1.00	99.00	41,034	1.00	99.00	41,034	1.00	99.00	41,034	1.00	99.00
2009	39,043	1.00	99.00	39,043	1.00	99.00	39,043	1.00	99.00	39,043	1.00	99.00
2010	36,896	1.00	99.00	36,896	1.00	99.00	36,896	1.00	99.00	36,896	1.00	99.00
2011	18,840	1.00	99.00	18,840	1.00	99.00	18,840	1.00	99.00	18,840	1.00	99.00
2012	1,602	1.00	99.00	1,602	1.00	99.00	1,602	1.00	99.00	1,602	1.00	99.00
2013	12,681	1.00	99.00	12,681	1.00	99.00	12,681	1.00	99.00	12,681	1.00	99.00
2014	22,934	1.00	99.00	22,934	1.00	99.00	22,934	1.00	99.00	22,934	1.00	99.00
2015	2,019	1.00	99.00	2,019	1.00	99.00	2,019	1.00	99.00	2,019	1.00	99.00
Sum	485,725	1.00	99.00	485,725	1.00	99.00	485,725	1.00	99.00	485,725	1.00	99.00

cattle - sim - ce - 1501