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

332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
332131
329989
328787
332131
332131
332131
332131

12.044
-916109.301
2.303
1.599
1.042
35.712
1.405
1.542
18377.088
16997.592
2009.804
6.736
45.229
1.621
62.050
38.549
45.073
61.832
38.209
1.211
45.229
2.241
433.447
2003.857
0.260
0.301
0.040
0.033
1.599
1.042
1.599
62.051
38.548
1.042
61.832
38.210
433.343
81480.915
113895.335
1.542
2.704
89.998
190.296
148.713
2548.306
7218.914
272829.248
262236.265
219453.488
1.599
1.599
1.042
1.042

4.575
3794546.959
1.455
0.538
0.200
11.686
0.491
0.498
2046.176
2163.417
5.583
3.507
21.134
0.485
47.251
47.275
20.586
47.529
47.539
0.408
21.134
1.284
560.503
0.350
0.081
0.000
0.010
0.000
0.174
0.011
0.576
47.250
47.276
0.181
47.529
47.539
560.494
48894.206
68669.483
0.498
1.099
78.304
67.224
57.611
1179.714
4324.278
110067.874
214630.259
148662.380
0.538
0.538
0.200
0.200

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
0.301
0.016
0.033
1.328
1.017
-4.134
-4.134
-4.134
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
60935.000
4.000
5.000
1.000
1.000
1.000
1.000

22.000
199468.000
10.000
4.000
2.000
98.000
2.000
2.000
21588.000
20970.000
2019.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
162.000
5.000
2200.000
2004.000
0.343
0.301
0.086
0.033
2.020
1.095
6.247
99.000
99.000
2.413
99.000
99.000
2200.000
167117.000
234835.000
2.000
4.000
229.000
296.000
250.000
4274.000
15940.000
482488.000
486886.000
485264.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 1901

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

497309

497335

497338

497319

497338

11.468

-1106912.168

2.330

1.571

1.066

34.764

1.354

5.099

4045499.498

1.528

0.654

0.319

13.005

0.478

0.000

-99100229.00

1.000

0.000

1.000

22.000

200987.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 1901

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	25972	5.22	0.00	6.00	0.57
2	3916	0.79	0.00	6.00	0.61
3	13920	2.80	0.00	6.00	0.57
4	14206	2.86	0.00	6.00	0.68
5	15975	3.21	0.00	6.00	0.46
6	38572	7.76	0.00	6.00	0.54
7	50674	10.19	0.00	7.00	0.64
8	1083	0.22	0.00	3.00	0.57
9	2104	0.42	0.00	6.00	0.57
10	10314	2.07	0.00	6.00	0.69
11	3883	0.78	0.00	6.00	0.54
12	12711	2.56	0.00	8.00	0.63
13	14166	2.85	0.00	9.00	0.78
14	187490	37.70	0.00	6.00	0.64
15	996	0.20	0.00	6.00	0.55
16	62833	12.64	0.00	6.00	0.74
17	1999	0.40	0.00	6.00	0.60
18	8473	1.70	0.00	6.00	0.65
19	47	0.01	1.00	2.00	0.48
20	26467	5.32	0.00	7.00	0.71
22	1483	0.30	0.00	4.00	0.50

cattle - hol - ce - 1901

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	14415	4.34	1.00	4.00	0.53
3	5996	1.81	1.00	4.00	0.51
4	6815	2.05	1.00	4.00	0.50
5	5869	1.77	1.00	4.00	0.29
6	25367	7.64	1.00	4.00	0.45
7	31622	9.52	1.00	4.00	0.49
10	6018	1.81	1.00	4.00	0.52
11	1271	0.38	1.00	4.00	0.29
12	6573	1.98	1.00	4.00	0.47
14	157807	47.51	1.00	4.00	0.54
16	47568	14.32	1.00	4.00	0.58
18	21912	6.60	1.00	4.00	0.55
22	898	0.27	1.00	4.00	0.46

cattle - hol - ce - 1901

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1022	23.91
4	312	7.30
5-10	969	22.67
11-20	678	15.86
21-30	321	7.51
31-40	212	4.96
41-50	133	3.11
51-100	309	7.23
101-150	114	2.67
151-200	52	1.22
201-250	23	0.54
> 250	129	3.02
Sum	4274	100.00

cattle - hol - ce - 1901

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	19,323	1.00	99.00	19,323	1.00	99.00	19,323	1.00	99.00	19,323	1.00	99.00
2007	21,013	1.00	99.00	21,013	1.00	99.00	21,013	1.00	99.00	21,013	1.00	99.00
2008	22,436	1.00	99.00	22,436	1.00	99.00	22,436	1.00	99.00	22,436	1.00	99.00
2009	22,835	1.00	99.00	22,835	1.00	99.00	22,835	1.00	99.00	22,835	1.00	99.00
2010	22,780	1.00	99.00	22,780	1.00	99.00	22,780	1.00	99.00	22,780	1.00	99.00
2011	14,128	1.00	99.00	14,128	1.00	99.00	14,128	1.00	99.00	14,128	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	22,816	1.00	99.00	22,816	1.00	99.00	22,816	1.00	99.00	22,816	1.00	99.00
2014	24,017	1.00	99.00	24,017	1.00	99.00	24,017	1.00	99.00	24,017	1.00	99.00
2015	23,777	1.00	99.00	23,777	1.00	99.00	23,777	1.00	99.00	23,777	1.00	99.00
2016	22,639	1.00	99.00	22,639	1.00	99.00	22,639	1.00	99.00	22,639	1.00	99.00
2017	20,441	1.00	99.00	20,441	1.00	99.00	20,441	1.00	99.00	20,441	1.00	99.00
2018	19,080	1.00	99.00	19,080	1.00	99.00	19,080	1.00	99.00	19,080	1.00	99.00
2019	1,759	1.00	99.00	1,759	1.00	99.00	1,759	1.00	99.00	1,759	1.00	99.00
Sum	332,131	1.00	99.00	332,131	1.00	99.00	332,131	1.00	99.00	332,131	1.00	99.00

cattle - hol - ce - 1901