黑龙江水产2025，Vol.44Issue(4)：424-429,6.
多元线性回归分析在水产养殖中的应用及其在SPSS上的实现
Application of multiple linear regression analysis in aquaculture and its imple-mentation on SPSS
摘要
Abstract
This article systematically elaborates on the functionalities of multiple linear regression analysis and its application in aquaculture.It introduces the underlying analytical and computational principles,details the opera-tional procedures within SPSS software using a textbook example,and interprets model ANOVA tests,goodness-of-fit tests,and significance tests for regression coefficients.It also covers considerations such as multicollinearity di-agnosis.The study aims to provide scientific data analysis methodological guidance for aquaculture research and farming practices.关键词
多元线性回归分析/水产养殖应用/SPSS软件操作/统计检验Key words
multiple linear regression analysis/aquaculture application/SPSS software operation/statistical testing分类
农业科技引用本文复制引用
刘红彩,于振海,张龙岗,刘志伟,朱树人,和飞,孟庆磊,孙栋..多元线性回归分析在水产养殖中的应用及其在SPSS上的实现[J].黑龙江水产,2025,44(4):424-429,6.基金项目
重庆市技术创新与应用发展专项面上项目(CSTB2023TIAD-LDX0003) （CSTB2023TIAD-LDX0003）
山东省重点研发计划(农业良种工程)项目"水产种质资源挖掘与精准鉴定(2021LZGC029)" （农业良种工程）
