Re: [R] Statistically significant in linear and non-linear model

2008-10-07 Thread Ted Harding
On 07-Oct-08 17:46:52, Hsiao-nan Cheung wrote: > Hi, > I have a question to ask. if in a linear regression model, the > independent variables are not statistically significant, is it > necessary to test these variables in a non-linear model? > Since most of non-linear form of a variable can be repr

Re: [R] Statistically significant in linear and non-linear model

2008-10-07 Thread Greg Snow
Well here is one example where x is not significant in a linear regression: > x <- seq( -1,1, 0.1 ) > y <- x^2 + rnorm(21,0,.1) > summary(lm(y~x)) Would you really want to dismiss any relationship (non-linear) between x and y based on the above p-value? -- Gregory (Greg) L. Snow Ph.D. Statistic