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使用统计模型评估纯种马的比赛表现。

Use of statistical models to evaluate racing performance in thoroughbreds.

作者信息

Martin G S, Strand E, Kearney M T

机构信息

Department of Veterinary Clinical Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge 70803, USA.

出版信息

J Am Vet Med Assoc. 1996 Dec 1;209(11):1900-6.

PMID:8944806
Abstract

OBJECTIVE

To develop a statistical model to evaluate the influence of specific parameters on racing performance in Thoroughbreds.

DESIGN

Survey.

SAMPLE POPULATION

Racing records of Thoroughbreds performing in Louisiana from 1981 to 1985.

PROCEDURE

Race results for 20 randomly selected days from 5 racetracks during 5 years were analyzed, using regression analysis.

RESULTS

The most influential parameter was distance raced. There were significant differences in racing performance among horses at different tracks. At the tracks examined, fast racing surfaces resulted in significantly faster finish times than good racing surfaces, and good racing surfaces resulted in significantly faster finish times than muddy racing surfaces. Finish times also were significantly faster as a function of increasing purse amount and age of horse. Finish times were significantly faster during quarter 4 (summer) and significantly slower during quarter 1 (fall). Races were run at significantly faster times as the number of the race progressed during the day. The finish times were significantly slower as the number of horses competing in the race increased, as the weight carried by the horse increased, and as the starting position away from the rail increased.

CLINICAL IMPLICATIONS

The coefficients used in the statistical model of this report may be used by researchers to compare before injury and after treatment finish times. The coefficients can be used to standardize past racing performances to uniform conditions, thus permitting comparison from 1 race to another to determine success of treatments and to inform owners of prognosis.

摘要

目的

建立一个统计模型,以评估特定参数对纯种马比赛成绩的影响。

设计

调查。

样本群体

1981年至1985年在路易斯安那州参赛的纯种马的比赛记录。

程序

采用回归分析,对5年中从5个赛马场随机选取的20天的比赛结果进行分析。

结果

最具影响力的参数是比赛距离。不同赛道的马匹在比赛成绩上存在显著差异。在所考察的赛道上,快速赛道的完赛时间明显快于良好赛道,良好赛道的完赛时间明显快于泥泞赛道。随着奖金数额和马匹年龄的增加,完赛时间也明显加快。在第4季度(夏季)完赛时间明显更快,在第1季度(秋季)明显更慢。随着一天中比赛场次的增加,比赛用时明显加快。随着参赛马匹数量的增加、马匹负重的增加以及起跑位置远离围栏距离的增加,完赛时间明显变慢。

临床意义

本报告统计模型中使用的系数可供研究人员用于比较受伤前和治疗后的完赛时间。这些系数可用于将过去的比赛成绩标准化为统一条件,从而允许在不同比赛之间进行比较,以确定治疗的成功率并告知马主预后情况。

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