Categorical Variables in Regression

作者: Albert Madansky

DOI: 10.1007/978-1-4612-3794-5_8

关键词:

摘要: In this chapter we will, for the most part, treat regression problems in which some of variables, both independent and dependent, are categorical. We begin, though, Section 1 with a brief treatment two sample tests, including description nonparametric tests differences location. This section provides classical background problem treated 2, analysis variance. Our is unusual that view as special case multiple set each taking on value either 0 or 1, constructed, so composite test significance at least one coefficients equivalent to equality k population means.

参考文章(37)
Anthony J. Barr, SAS user's guide SAS Institute Inc.. ,(1979)
H. Leon Harter, Order statistics and their use in testing and estimation Aerospace Research Laboratories; for sale by the Supt. of Docs., U.S. Govt. Print. Off., Washington. ,(1969)
Sullivan, Arthur, Sir, W. S. Gilbert, Bryceson Treharne, The Pirates of Penzance: or the Slave of Duty ,(1986)
Frank Wilcoxon, Individual Comparisons by Ranking Methods Springer Series in Statistics. ,vol. 1, pp. 196- 202 ,(1992) , 10.1007/978-1-4612-4380-9_16
L. L. Kupper, K. E. Muller, D. G. Kleinbaum, Applied Regression Analysis and Other Multivariable Methods ,(1978)
H. B. Mann, D. R. Whitney, On a Test of Whether one of Two Random Variables is Stochastically Larger than the Other Annals of Mathematical Statistics. ,vol. 18, pp. 50- 60 ,(1947) , 10.1214/AOMS/1177730491
Ivor Francis, A Comparison of Several Analysis of Variance Programs Journal of the American Statistical Association. ,vol. 68, pp. 860- 865 ,(1973) , 10.1080/01621459.1973.10481437
David A. Harville, Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems Journal of the American Statistical Association. ,vol. 72, pp. 320- 338 ,(1977) , 10.1080/01621459.1977.10480998