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methodmaccs
2009 Mar 16
0
the effect of blocking on the size of confidence intervals - analysis using lme and lmer
...od -1, random = ~ 1 | query , data = d)
Using lmer the calls are:
> m1.lmer = lmer( response ~ method -1 + ( 1 | target ), data = d)
...
> summary.lm( m0.lm )
...
Estimate Std. Error t value Pr(>|t|)
methodFTREES 0.34163 0.03221 10.61 <2e-16 ***
methodMACCS 0.45525 0.03221 14.13 <2e-16 ***
methodXXX.pg.trained 0.49498 0.03221 15.37 <2e-16 ***
methodXXX.rpg.trained 0.45049 0.03221 13.99 <2e-16 ***
...
Residual standard error: 0.2952 on 332 degrees of freedom
...
> summary( m1.lme )
......
2009 Mar 16
0
the effect of blocking on the size of confidence intervals - analysis using aov
...ameters can be
derived from the corresponding standard errors (p. 154).
For the m0.aov model the approach is straight forward:
> summary.lm(m0.aov)
...
Coefficients:
Estimate Std. Error t value Pr(>|t|)
methodFTREES 0.34163 0.03221 10.61 <2e-16 ***
methodMACCS 0.45525 0.03221 14.13 <2e-16 ***
methodXXX.pg.trained 0.49498 0.03221 15.37 <2e-16 ***
methodXXX.rpg.trained 0.45049 0.03221 13.99 <2e-16 ***
...
Residual standard error: 0.2952 on 332 degrees of freedom
...
Thus the confidence interval for "method...