Fungal Infections Treatment Data
The fungal data frame has 10 rows and 4 columns.
Clinical trial on the success of a particular treatment for fungal infections. The study was carried out in five different research units. Interest focuses on the treatment effect.
data(fungal)
This data frame contains the following columns:
successthe number of patients that benefited from the treatment;
failurethe number of patients with no benefit from the treatment;
groupan indicator variable for treatment (T=treatment,
P=placebo);
centera factor variable indicating the research unit where the study was carried out.
The data were supplied by Sandoz Pharmaceuticals.
## (full data analysis)
data(fungal)
fungal.glm <- glm(cbind(success, failure) ~ center + group - 1,
family = binomial, data = fungal,
control = glm.control(maxit = 50, epsilon = 1e-005))
fungal.cond <- cond(fungal.glm, groupT)
plot(fungal.cond, which = 2)
## (partial data analysis)
fungal.glm <- glm(cbind(success, failure) ~ center + group - 1,
family = binomial, data = fungal, subset = -c(1,2,5,6),
control = glm.control(maxit = 50, epsilon = 1e-005))
fungal.cond <- cond(fungal.glm, groupT)
plot(fungal.cond, which = 2)
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