Question
Q). You have developed a new type of flea treatment ointment for dogs and are setting up a placebo controlled randomised trial. Your plan is
Q). You have developed a new type of flea treatment ointment for dogs and are setting up a placebo controlled randomised trial. Your plan is to do a head count of fleas on each dog, then apply either the real treatment or a placebo ointment, wait a few days, and then recount the fleas. Your response variable will be the decrease in fleas.
So far you have recruited 4 dogs to take part in a pilot study: two long-haired dogs and two short-haired dogs. You suspect that there might be a difference in the effectiveness of the treatment for long-haired versus short-haired dogs. You have two options in mind for an experimental design.
Option 1: Randomly pick two dogs for the treatment group and two dogs for the control group.
Option 2: Randomly pick one each of the long and short-haired dogs for the control group and one each of the long and short-haired dogs for the treatment group.
- Why is it better to record the decrease in fleas based on a before and after count rather than simply count the number of fleas a few days after treatment?
- Will either of these options allow you to test for an interaction effect between hair type (short or long) and treatment (real ointment or placebo)? Why or why not?
- Which option do you prefer? Why?
- What R command/s could you use to decide if the treatment has helped given the following two models have been fit?
fit1 <- lm(D_fleas ~ HairType)
fit2 <- lm(D_fleas ~ Treatment + HairType)
Questions are for like 2 marks each so just need a correct answer and a short explanation.
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