search for: simpred

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2023 Aug 31
1
simulating future observations from heteroscedastic fits
...ry(nlme) (fit12 <- lme(y~1, data=DF3_2, random=~1|gp)) (fit22 <- lme(y~gp, data=DF3_2, random=~1|gp)) library(lme4) (fit12r <- lmer(y~1+(1|gp), data=DF3_2, REML=FALSE)) (fit22r <- lmer(y~gp+(1|gp), data=DF3_2, REML=FALSE)) # I can simulate what I want for fit11 and fit21 # as follows: simPred <- function(object, nSims=2){ pred <- predict(object, DF3_2[6,], se.fit=TRUE, interval='prediction') with(pred, fit[1, 'fit'] + se.fit*rt(nSims, df)) } simPred(fit11) simPred(fit21) # How can I do the same with either fit12 and fit22 # or f...
2002 Jan 25
0
Simplex difficulties
I'm exploring the simplex algorithm with a simple transportation problem of the form: minimize: 8a + 6b + 10c + 9d + 5e + 7f subject to the constraints: a + b + c = 11 d + e + f = 14 a + d = 10 b + e = 8 c + f = 7 I've implemented this in R (1.4.0 (2001-12-19), SunOS 5.7) as: require(boot) costs = c(8,6,10,9,5,7) constraints = c( 1,1,1,0,0,0, 0,0,0,1,1,1, 1,0,0,1,0,0,