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

406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
406823
404658
403453
406823
406823
406823
406823

12.229
-729282.197
2.297
1.602
1.034
35.497
1.512
1.546
19094.541
17727.265
2011.765
6.763
44.828
1.621
62.086
38.516
44.682
61.864
38.170
1.217
44.828
2.238
512.009
2003.883
0.261
0.291
0.033
0.024
1.602
1.034
1.602
62.086
38.516
1.034
61.863
38.171
511.924
97756.194
139258.427
1.546
2.712
90.926
213.867
181.272
2727.141
7414.497
319426.578
287170.817
265032.321
1.602
1.602
1.034
1.034

4.413
3458897.464
1.445
0.534
0.181
11.893
0.500
0.498
2407.280
2519.297
6.573
3.517
20.979
0.485
47.242
47.265
20.461
47.525
47.533
0.412
20.979
1.280
642.135
0.321
0.073
0.000
0.011
0.000
0.158
0.012
0.562
47.241
47.265
0.157
47.526
47.533
642.140
57981.966
83523.387
0.498
1.089
78.658
79.087
65.572
1222.499
4432.546
131834.070
257433.924
173913.357
0.534
0.534
0.181
0.181

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
0.291
0.015
0.024
1.329
1.016
-4.028
-4.028
-4.028
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
67436.000
4.000
5.000
1.000
1.000
1.000
1.000

22.000
222628.000
10.000
4.000
2.000
98.000
2.000
2.000
23054.000
22426.000
2023.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
162.000
5.000
2691.000
2004.000
0.335
0.291
0.079
0.024
2.020
1.086
6.173
99.000
99.000
2.257
99.000
99.000
2691.000
198642.000
285383.000
2.000
4.000
229.000
344.000
298.000
4355.000
16822.000
569009.000
573896.000
571796.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 2301

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

585776

585802

585805

585786

585805

11.707

-922357.321

2.324

1.558

1.056

34.241

1.451

4.958

3753231.858

1.514

0.657

0.295

13.489

0.498

0.000

-99100229.00

1.000

0.000

1.000

22.000

223114.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 2301

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	26908	4.59	0.00	6.00	0.58
2	4166	0.71	0.00	6.00	0.63
3	14670	2.50	0.00	6.00	0.57
4	15588	2.66	0.00	6.00	0.71
5	16717	2.85	0.00	6.00	0.47
6	41953	7.16	0.00	6.00	0.56
7	59693	10.19	0.00	7.00	0.65
8	1096	0.19	0.00	3.00	0.59
9	2287	0.39	0.00	6.00	0.57
10	11013	1.88	0.00	6.00	0.71
11	3906	0.67	0.00	6.00	0.54
12	13986	2.39	0.00	8.00	0.66
13	14976	2.56	0.00	9.00	0.77
14	235412	40.19	0.00	6.00	0.62
15	1052	0.18	0.00	6.00	0.54
16	78934	13.48	0.00	6.00	0.75
17	2297	0.39	0.00	6.00	0.58
18	10406	1.78	0.00	6.00	0.70
19	54	0.01	1.00	2.00	0.50
20	29099	4.97	0.00	7.00	0.73
22	1538	0.26	0.00	4.00	0.50

cattle - hol - ce - 2301

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	15225	3.74	1.00	4.00	0.53
3	6638	1.63	1.00	4.00	0.51
4	7530	1.85	1.00	4.00	0.49
5	6436	1.58	1.00	4.00	0.29
6	28034	6.89	1.00	4.00	0.46
7	39175	9.63	1.00	4.00	0.49
10	6413	1.58	1.00	4.00	0.52
11	1277	0.31	1.00	4.00	0.30
12	7336	1.80	1.00	4.00	0.48
14	202628	49.81	1.00	4.00	0.53
16	60990	14.99	1.00	4.00	0.58
18	24211	5.95	1.00	4.00	0.54
22	930	0.23	1.00	4.00	0.45

cattle - hol - ce - 2301

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1038	23.83
4	309	7.10
5-10	978	22.46
11-20	689	15.82
21-30	322	7.39
31-40	208	4.78
41-50	148	3.40
51-100	313	7.19
101-150	113	2.59
151-200	61	1.40
201-250	31	0.71
> 250	145	3.33
Sum	4355	100.00

cattle - hol - ce - 2301

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	4,567	1.00	99.00	4,567	1.00	99.00	4,567	1.00	99.00	4,567	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	7,401	1.00	99.00	7,401	1.00	99.00	7,401	1.00	99.00	7,401	1.00	99.00
2002	8,524	1.00	99.00	8,524	1.00	99.00	8,524	1.00	99.00	8,524	1.00	99.00
2003	8,306	1.00	99.00	8,306	1.00	99.00	8,306	1.00	99.00	8,306	1.00	99.00
2004	10,921	1.00	99.00	10,921	1.00	99.00	10,921	1.00	99.00	10,921	1.00	99.00
2005	16,432	1.00	99.00	16,432	1.00	99.00	16,432	1.00	99.00	16,432	1.00	99.00
2006	19,407	1.00	99.00	19,407	1.00	99.00	19,407	1.00	99.00	19,407	1.00	99.00
2007	21,203	1.00	99.00	21,203	1.00	99.00	21,203	1.00	99.00	21,203	1.00	99.00
2008	22,735	1.00	99.00	22,735	1.00	99.00	22,735	1.00	99.00	22,735	1.00	99.00
2009	22,898	1.00	99.00	22,898	1.00	99.00	22,898	1.00	99.00	22,898	1.00	99.00
2010	22,836	1.00	99.00	22,836	1.00	99.00	22,836	1.00	99.00	22,836	1.00	99.00
2011	14,140	1.00	99.00	14,140	1.00	99.00	14,140	1.00	99.00	14,140	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	22,779	1.00	99.00	22,779	1.00	99.00	22,779	1.00	99.00	22,779	1.00	99.00
2014	23,988	1.00	99.00	23,988	1.00	99.00	23,988	1.00	99.00	23,988	1.00	99.00
2015	23,740	1.00	99.00	23,740	1.00	99.00	23,740	1.00	99.00	23,740	1.00	99.00
2016	22,640	1.00	99.00	22,640	1.00	99.00	22,640	1.00	99.00	22,640	1.00	99.00
2017	20,445	1.00	99.00	20,445	1.00	99.00	20,445	1.00	99.00	20,445	1.00	99.00
2018	19,115	1.00	99.00	19,115	1.00	99.00	19,115	1.00	99.00	19,115	1.00	99.00
2019	17,374	1.00	99.00	17,374	1.00	99.00	17,374	1.00	99.00	17,374	1.00	99.00
2020	17,890	1.00	99.00	17,890	1.00	99.00	17,890	1.00	99.00	17,890	1.00	99.00
2021	19,456	1.00	99.00	19,456	1.00	99.00	19,456	1.00	99.00	19,456	1.00	99.00
2022	18,753	1.00	99.00	18,753	1.00	99.00	18,753	1.00	99.00	18,753	1.00	99.00
2023	2,110	1.00	99.00	2,110	1.00	99.00	2,110	1.00	99.00	2,110	1.00	99.00
Sum	406,823	1.00	99.00	406,823	1.00	99.00	406,823	1.00	99.00	406,823	1.00	99.00

cattle - hol - ce - 2301