通过选取近20年来衢州市生产总值,采用MATLAB进行多元线性回归分析,研究了衢州市综合交通体系建设与经济社会发展的关系,结果表明:衢州市综合交通体系与经济社会发展的相关系数为0.987,对比相关性等级划分表,大于0.8,衢州市综合交通体系与经济社会发展具有高度相关性。为进一步完善综合交通体系、推动衢州市经济社会发展提出了相应的对策建议。

统计学高清思维导图-回归分析

使用R语言做多元应用回归模型案例，内置R语言代码。包含相关系数的可视化、回归诊断、变量选择、回归诊断。 版权声明：代码下载只能自己学习使用，切勿用于商业用途，违者必究。

RBF神经网络-非线性回归分析，matlab代码，值得学习，欢迎下载

多元统计分析的简单回归和多重回归系数估计，包含python源码和实验结果

使用R进行非线性回归分析，好书一本，不要错过。。。。。。

一本很好的关于逻辑回归分析的书 Review "...The book is a classic, extremely well written, and it includes a variety of software packages and real examples...." -- The Statistician, Vol. 51, No.2, 2002 "...an excellent book that balances many objectives well.... All statistical practitioners...can benefit from this book...Applied Logistic Regression is an ideal choice." -- Technometrics, February 2002 "...it remains an extremely valuable text for everyone working or teaching in fields like epidemiology..." -- Statistics in Medicine, No.21, 2002 "...the revised text continues to provide a focused introduction to the logistic regression model and its use in methods for modelling..." -- Short Book Reviews, Vol. 21, No. 2, August 2001 "In this revised and updated edition of the popular test, the authors incorporate theoretical and computing advances from the last decade." -- Journal of the American Statistical Association, September 2001 Product Description From the reviews of the First Edition. "An interesting, useful, and well-written book on logistic regression models . . . Hosmer and Lemeshow have used very little mathematics, have presented difficult concepts heuristically and through illustrative examples, and have included references."-Choice "Well written, clearly organized, and comprehensive . . . the authors carefully walk the reader through the estimation of interpretation of coefficients from a wide variety of logistic regression models . . . their careful explication of the quantitative re-expression of coefficients from these various models is excellent."-Contemporary Sociology "An extremely well-written book that will certainly prove an invaluable acquisition to the practicing statistician who finds other literature on analysis of discrete data hard to follow or heavily theoretical."-The Statistician In this revised and updated edition of their popular book, David Hosmer and Stanley Lemeshow continue to provide an amazingly accessible introduction to the logistic reg

非线性回归分析及其应用，贝茨。值得看看，对非线性回归理论学习挺有用的。

SPSS回归分析 2015年3月1日申德拉(作者), 宋武 (译者)

本文运用一元线性回归模型，对我国城镇居民的消费支出和收入之间的长期稳定关系进行了研究，测算了边际消费倾向系数，并分析了二者之间的关系。研究结果显示，城镇居民收入是影响城镇居民消费性支出的主要原因，而收入增量和消费增量之间存在着显著的因果关系，城镇居民消费对城镇居民收入存在着显著的影响关系。提出了保持城镇收入持续增长，促进消费的建议。