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

778104
778104
778104
778104
778104
778096
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
778104
777421
766372
778104
778104
778104
778104

7.392
-1319811.635
3.304
1.729
1.016
39.798
1.428
1.553
18519.536
16748.669
2010.207
6.518
58.061
1.767
76.365
24.364
56.956
76.196
23.820
1.128
51.750
3.274
91.157
2003.792
0.196
0.188
0.016
0.014
1.729
1.016
1.729
76.365
24.364
1.016
76.196
23.820
90.960
156030.818
213059.429
1.553
2.874
106.794
199.986
119.827
11023.701
57054.927
574828.340
147383.566
451627.932
1.729
1.729
1.016
1.016

4.828
4547218.176
2.114
0.470
0.126
9.921
0.495
0.497
2718.855
2805.914
7.450
3.443
28.699
0.423
41.096
41.111
26.167
41.402
41.409
0.335
26.637
2.032
507.098
0.406
0.063
0.000
0.006
0.000
0.159
0.007
0.461
41.095
41.111
0.119
41.402
41.409
506.602
91366.127
124667.536
0.497
1.081
83.302
89.325
75.985
5751.463
32805.098
275660.364
226070.880
301074.688
0.470
0.470
0.126
0.126

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
0.188
0.003
0.014
1.213
1.003
-0.027
-0.027
-0.027
0.996
0.996
0.996
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
58671.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
232463.000
10.000
4.000
2.000
100.000
2.000
2.000
23582.000
22973.000
2024.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
132.000
8.000
4661.000
2004.000
0.262
0.188
0.038
0.014
2.030
1.040
6.077
99.000
99.000
3.134
99.000
99.000
4659.000
315323.000
433419.000
2.000
4.000
260.000
366.000
338.000
22032.000
114685.000
1034867.000
1035779.000
1035132.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 2401

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1565684

1565769

1565785

1565657

1565641

1565785

7.265

-1334054.536

3.466

1.475

1.028

33.668

1.453

4.949

4446307.138

2.348

0.738

0.216

16.708

0.498

0.000

-99100229.00

1.000

0.000

1.000

22.000

232827.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 2401

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	213113	13.61	0.00	6.00	0.68
2	57276	3.66	0.00	6.00	0.79
3	134216	8.57	0.00	6.00	0.79
4	62838	4.01	0.00	6.00	0.86
5	53251	3.40	0.00	9.00	0.61
6	296441	18.94	0.00	6.00	0.61
7	289013	18.46	0.00	6.00	0.77
8	1572	0.10	0.00	3.00	0.85
9	25552	1.63	0.00	4.00	0.62
10	55544	3.55	0.00	6.00	0.75
11	51550	3.29	0.00	6.00	0.61
12	71052	4.54	0.00	6.00	0.69
13	3062	0.20	0.00	3.00	0.71
14	104674	6.69	0.00	8.00	0.67
15	2264	0.14	0.00	4.00	0.61
16	79821	5.10	0.00	6.00	0.79
17	3031	0.19	0.00	3.00	0.80
18	6551	0.42	0.00	6.00	0.75
19	236	0.02	0.00	3.00	0.56
20	41339	2.64	0.00	4.00	0.77
22	13149	0.84	0.00	6.00	0.75

cattle - sim - ce - 2401

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	120789	15.52	1.00	4.00	0.44
3	58057	7.46	1.00	4.00	0.51
5	18368	2.36	1.00	4.00	0.37
6	199672	25.66	1.00	4.00	0.42
7	168307	21.63	1.00	4.00	0.46
10	29781	3.83	1.00	4.00	0.47
11	23722	3.05	1.00	4.00	0.51
12	36309	4.67	1.00	4.00	0.49
14	48438	6.23	1.00	4.00	0.51
16	44085	5.67	1.00	4.00	0.49
18	7042	0.91	1.00	4.00	0.42
20	16755	2.15	1.00	4.00	0.50
22	6779	0.87	1.00	4.00	0.32

cattle - sim - ce - 2401

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4217	19.14
4	1174	5.33
5-10	4598	20.87
11-20	3816	17.32
21-30	2023	9.18
31-40	1365	6.20
41-50	1000	4.54
51-100	2118	9.61
101-150	839	3.81
151-200	353	1.60
201-250	221	1.00
> 250	308	1.40
Sum	22032	100.00

cattle - sim - ce - 2401

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	10,668	1.00	99.00	10,668	1.00	99.00	10,668	1.00	99.00	10,668	1.00	99.00
1997	15,021	1.00	99.00	15,021	1.00	99.00	15,021	1.00	99.00	15,021	1.00	99.00
1998	18,651	1.00	99.00	18,651	1.00	99.00	18,651	1.00	99.00	18,651	1.00	99.00
1999	20,048	1.00	99.00	20,048	1.00	99.00	20,048	1.00	99.00	20,048	1.00	99.00
2000	19,044	1.00	99.00	19,044	1.00	99.00	19,044	1.00	99.00	19,044	1.00	99.00
2001	22,295	1.00	99.00	22,295	1.00	99.00	22,295	1.00	99.00	22,295	1.00	99.00
2002	25,834	1.00	99.00	25,834	1.00	99.00	25,834	1.00	99.00	25,834	1.00	99.00
2003	26,771	1.00	99.00	26,771	1.00	99.00	26,771	1.00	99.00	26,771	1.00	99.00
2004	30,843	1.00	99.00	30,843	1.00	99.00	30,843	1.00	99.00	30,843	1.00	99.00
2005	35,737	1.00	99.00	35,737	1.00	99.00	35,737	1.00	99.00	35,737	1.00	99.00
2006	38,113	1.00	99.00	38,113	1.00	99.00	38,113	1.00	99.00	38,113	1.00	99.00
2007	40,616	1.00	99.00	40,616	1.00	99.00	40,616	1.00	99.00	40,616	1.00	99.00
2008	40,950	1.00	99.00	40,950	1.00	99.00	40,950	1.00	99.00	40,950	1.00	99.00
2009	39,209	1.00	99.00	39,209	1.00	99.00	39,209	1.00	99.00	39,209	1.00	99.00
2010	36,992	1.00	99.00	36,992	1.00	99.00	36,992	1.00	99.00	36,992	1.00	99.00
2011	18,943	1.00	99.00	18,943	1.00	99.00	18,943	1.00	99.00	18,943	1.00	99.00
2012	1,612	1.00	99.00	1,612	1.00	99.00	1,612	1.00	99.00	1,612	1.00	99.00
2013	37,536	1.00	99.00	37,536	1.00	99.00	37,536	1.00	99.00	37,536	1.00	99.00
2014	37,288	1.00	99.00	37,288	1.00	99.00	37,288	1.00	99.00	37,288	1.00	99.00
2015	35,072	1.00	99.00	35,072	1.00	99.00	35,072	1.00	99.00	35,072	1.00	99.00
2016	32,760	1.00	99.00	32,760	1.00	99.00	32,760	1.00	99.00	32,760	1.00	99.00
2017	30,008	1.00	99.00	30,008	1.00	99.00	30,008	1.00	99.00	30,008	1.00	99.00
2018	28,659	1.00	99.00	28,659	1.00	99.00	28,659	1.00	99.00	28,659	1.00	99.00
2019	27,756	1.00	99.00	27,756	1.00	99.00	27,756	1.00	99.00	27,756	1.00	99.00
2020	25,983	1.00	99.00	25,983	1.00	99.00	25,983	1.00	99.00	25,983	1.00	99.00
2021	25,821	1.00	99.00	25,821	1.00	99.00	25,821	1.00	99.00	25,821	1.00	99.00
2022	22,815	1.00	99.00	22,815	1.00	99.00	22,815	1.00	99.00	22,815	1.00	99.00
2023	20,356	1.00	99.00	20,356	1.00	99.00	20,356	1.00	99.00	20,356	1.00	99.00
2024	8,882	1.00	99.00	8,882	1.00	99.00	8,882	1.00	99.00	8,882	1.00	99.00
Sum	778,104	1.00	99.00	778,104	1.00	99.00	778,104	1.00	99.00	778,104	1.00	99.00

cattle - sim - ce - 2401