COMPARISON ON ACCURACY OF LOGISTIC, GOMPERTZ AND VON BERTALANFFY MODELS IN PREDICTING GROWTH OF NEW BORN CALF UNTIL FIRST MATING OF HOLSTEIN FRIESIAN HEIFERS
The body weight records of 1221 heifers were used in this study collected from PT Taurus DairyFarm Sukabumi from year 2001 until 2011. The records that could be used for analysis were 373 out of1221 heifers, having completed data from birth to first mating period. Three different models i.e,Logistic...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Diponegoro University, Faculty of Animal and Agricultural Sciences
2014-10-01
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| Series: | Journal of the Indonesian Tropical Animal Agriculture |
| Subjects: | |
| Online Access: | http://ejournal.undip.ac.id/index.php/jitaa/article/view/7443 |
| _version_ | 1818196056731549696 |
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| author | L. Budimulyati S. R.R. Noor A. Saefuddin C. Talib |
| author_facet | L. Budimulyati S. R.R. Noor A. Saefuddin C. Talib |
| author_sort | L. Budimulyati S. |
| collection | DOAJ |
| description | The body weight records of 1221 heifers were used in this study collected from PT Taurus DairyFarm Sukabumi from year 2001 until 2011. The records that could be used for analysis were 373 out of1221 heifers, having completed data from birth to first mating period. Three different models i.e,Logistic, Gompertz, and von Bertalanffy were performed to analyze the growth rate of heifers. Theresults showed that the three models had different accuracy and heavily depend on age, environment andduration of recording. The body weights of sexual maturity and on certain ages were affected by theduration of recording. The Gompertz model was performed as the simpliest model in form ofcalculation. On the other hand, the Logistic was more difficult to calculate. All models indicated highaccuracy with the determination coefficient (R2) more than 90%. Based on the comparison, theGompertz and Logistic model are recommended for predicting the growth rate of heifers from birth tosexual maturity. |
| first_indexed | 2024-12-12T01:28:01Z |
| format | Article |
| id | doaj.art-2e5d1d1e0a8c4e1f9670280b5fa3d6b7 |
| institution | Directory Open Access Journal |
| issn | 2087-8273 2460-6278 |
| language | English |
| last_indexed | 2024-12-12T01:28:01Z |
| publishDate | 2014-10-01 |
| publisher | Diponegoro University, Faculty of Animal and Agricultural Sciences |
| record_format | Article |
| series | Journal of the Indonesian Tropical Animal Agriculture |
| spelling | doaj.art-2e5d1d1e0a8c4e1f9670280b5fa3d6b72022-12-22T00:43:03ZengDiponegoro University, Faculty of Animal and Agricultural SciencesJournal of the Indonesian Tropical Animal Agriculture2087-82732460-62782014-10-0137315116010.14710/jitaa.37.3.151-1606415COMPARISON ON ACCURACY OF LOGISTIC, GOMPERTZ AND VON BERTALANFFY MODELS IN PREDICTING GROWTH OF NEW BORN CALF UNTIL FIRST MATING OF HOLSTEIN FRIESIAN HEIFERSL. Budimulyati S.0R.R. Noor1A. Saefuddin2C. Talib3Faculty of Animal Husbandry, Padjadjaran University, Bandung Jl. Raya Bandung Sumedang KM 21 jatinangor, Sumedang 45363Department of Science and Technology of Animal Production, Faculty of Animal Husbandry, Bogor Agriculture University, Jl. Agatis, Darmaga Campus, BogorDepartment of Statistic, Faculty of Mathematics and Science, Bogor Agriculture University, Jl. Meranti, Darmaga Campus, Bogor 16680Center for Livestock Research and Development, Jl. Raya Padjadjaran, Bogor 16151The body weight records of 1221 heifers were used in this study collected from PT Taurus DairyFarm Sukabumi from year 2001 until 2011. The records that could be used for analysis were 373 out of1221 heifers, having completed data from birth to first mating period. Three different models i.e,Logistic, Gompertz, and von Bertalanffy were performed to analyze the growth rate of heifers. Theresults showed that the three models had different accuracy and heavily depend on age, environment andduration of recording. The body weights of sexual maturity and on certain ages were affected by theduration of recording. The Gompertz model was performed as the simpliest model in form ofcalculation. On the other hand, the Logistic was more difficult to calculate. All models indicated highaccuracy with the determination coefficient (R2) more than 90%. Based on the comparison, theGompertz and Logistic model are recommended for predicting the growth rate of heifers from birth tosexual maturity.http://ejournal.undip.ac.id/index.php/jitaa/article/view/7443growth curves. determination coefficient. Holstein. heifers |
| spellingShingle | L. Budimulyati S. R.R. Noor A. Saefuddin C. Talib COMPARISON ON ACCURACY OF LOGISTIC, GOMPERTZ AND VON BERTALANFFY MODELS IN PREDICTING GROWTH OF NEW BORN CALF UNTIL FIRST MATING OF HOLSTEIN FRIESIAN HEIFERS Journal of the Indonesian Tropical Animal Agriculture growth curves. determination coefficient. Holstein. heifers |
| title | COMPARISON ON ACCURACY OF LOGISTIC, GOMPERTZ AND VON BERTALANFFY MODELS IN PREDICTING GROWTH OF NEW BORN CALF UNTIL FIRST MATING OF HOLSTEIN FRIESIAN HEIFERS |
| title_full | COMPARISON ON ACCURACY OF LOGISTIC, GOMPERTZ AND VON BERTALANFFY MODELS IN PREDICTING GROWTH OF NEW BORN CALF UNTIL FIRST MATING OF HOLSTEIN FRIESIAN HEIFERS |
| title_fullStr | COMPARISON ON ACCURACY OF LOGISTIC, GOMPERTZ AND VON BERTALANFFY MODELS IN PREDICTING GROWTH OF NEW BORN CALF UNTIL FIRST MATING OF HOLSTEIN FRIESIAN HEIFERS |
| title_full_unstemmed | COMPARISON ON ACCURACY OF LOGISTIC, GOMPERTZ AND VON BERTALANFFY MODELS IN PREDICTING GROWTH OF NEW BORN CALF UNTIL FIRST MATING OF HOLSTEIN FRIESIAN HEIFERS |
| title_short | COMPARISON ON ACCURACY OF LOGISTIC, GOMPERTZ AND VON BERTALANFFY MODELS IN PREDICTING GROWTH OF NEW BORN CALF UNTIL FIRST MATING OF HOLSTEIN FRIESIAN HEIFERS |
| title_sort | comparison on accuracy of logistic gompertz and von bertalanffy models in predicting growth of new born calf until first mating of holstein friesian heifers |
| topic | growth curves. determination coefficient. Holstein. heifers |
| url | http://ejournal.undip.ac.id/index.php/jitaa/article/view/7443 |
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