改善乳牛福利质量评分模型,以适应专家的意见
R Lardy1, R Botreau1, A de Boyer des Roches1
1Université Clermont Auvergne, INRAE, VetAgro Sup, UMR Herbivores, 63122 Saint-Genès-Champanelle, France.
Animal : an international journal of animal bioscience
|November 10, 2023
概括
这项研究完善了乳牛的福利质量评分模型,提高了对疾病流行率的敏感性,并减少了与饮酒者相关的值效应. 更新后的模型更符合动物福利专家的意见.
科学领域:
- 动物福利科学 动物福利科学
- 兽医流行病学 兽医流行病学
- 农业系统分析 农业系统分析
背景情况:
- 原来的乳牛福利质量评分模型显示,对饮料供应的敏感度很高,对疾病流行率的敏感度很低.
- 这种不平衡可能与动物福利专家的评估不一致.
研究的目的:
- 提高乳牛的"缺乏长期口渴"和"缺乏疾病"的福利质量计算.
- 提高模型对输入数据和专家意见的敏感性.
主要方法:
- 线性饮酒者可用性计算以减轻值效应.
- 应用Choquet整合到健康障碍得分,以限制跨障碍补偿.
- 进行了全球敏感性分析,并将模型输出与农场子集的专家意见进行了比较.
主要成果:
- 替代模型显著降低了饮酒者可用性和健康障碍之间的补偿的门效应.
- 替代模型显示,对一个农场子集 (P=0.061) 的专家意见的一致性略高.
- 这两种模型在第二个农场子集上表现相似.
结论:
- 精细的评分模型有效地减少了门效应和过度依赖与饮酒者相关的措施.
- 该模型通过限制补偿来增加健康障碍措施的影响.
- 拟议的改进显示了与乳牛福利的专家评估更好地协调的潜力.
相关概念视频
Testing a Claim about Standard Deviation
2.5K
A complete procedure to test a claim about population standard deviation or population variance is explained here.
The hypothesis testing for the claim of population standard deviation (or variance) requires the data and samples to be random and unbiased. The population distribution also must be normal. There is no specific requirement on the sample size as the estimation is based on the chi-square distribution.
As a first step, the hypothesis (null and alternative) concerning the claim about...
The hypothesis testing for the claim of population standard deviation (or variance) requires the data and samples to be random and unbiased. The population distribution also must be normal. There is no specific requirement on the sample size as the estimation is based on the chi-square distribution.
As a first step, the hypothesis (null and alternative) concerning the claim about...
2.5K
Data Validation
5.1K
Data validation is an essential part of a comprehensive assessment. Validation is confirming or verifying and opening the door to gathering more assessment data as it clarifies vague or unclear data. The process of checking and verifying the collected information is called data validation. The primary purpose of data validation is to ensure data is as free from error, bias, and misinterpretation as possible.
Nursing assessment guides are generally based on holistic models rather than medical...
Nursing assessment guides are generally based on holistic models rather than medical...
5.1K
Multiple Regression
3.0K
Multiple regression assesses a linear relationship between one response or dependent variable and two or more independent variables. It has many practical applications.
Farmers can use multiple regression to determine the crop yield based on more than one factor, such as water availability, fertilizer, soil properties, etc. Here, the crop yield is the response or dependent variable as it depends on the other independent variables. The analysis requires the construction of a scatter plot...
Farmers can use multiple regression to determine the crop yield based on more than one factor, such as water availability, fertilizer, soil properties, etc. Here, the crop yield is the response or dependent variable as it depends on the other independent variables. The analysis requires the construction of a scatter plot...
3.0K


