A study was conducted to determine the effectiveness of 4 chemicals developed to control fire ants. It was suspected that the type of environmental conditions in which the chemicals are placed might impact their effectiveness. For this reason the researchers randomly selected 5 locations from a large selection of locations; each one representing a randomly selected environment. To reduce the effect of different colonies of ants and the type of mounds they inhabit, the researchers created 40 artificial mounds and populated each with 50,000 ants having similar ancestry. Two mounds were assigned to each of the 20 chemical-location treatment combinations. The number of fire ants killed (in thousands) over a one-week period was then recorded. A description of the variables appearing in the dataset along with abbreviated names is as follows.
Using these data, fit an appropriate linear model to predict number of ants killed, and summarize your findings. Specifically, carry out/answer the following questions: