could you help giving me explanations on this problem ? Thank you .

Pleas use R/Rstudio !!!!

I Four catalysts that may affect the concentration of one component in a three-component liquid mixture are being investigated. The following concentrations are obtained from a completely randomized experiment: Catalyst 1 2 3 4 58.2 56.3 50.1 52.9 57.2 54.5 54.2 49.9 58.4 57.0 55.4 50.0 55.3 55.3 51.7 54.9 (a) Do the four catalysts have the same effect on the con- centration? (b) Analyze the residuals from this experiment. (c) Construct a 99 percent condence interval estimate of the mean response for catalyst 1