In R Studio, install and load the package "lme4" and access the dataset to be used in this question using the command

> data(Arabidopsis)

Access "Package 'lme4,'" to retrieve data on genetic variation in responses to fertilization and simulated herbivory in Arabidopsis. This data set can be used with the command: data(Arabidopsis). Using the lme4 package:

1. Establish with argument what effects there are, and whether they are random or fixed. Use the "lmer" function to then fit your proposed model to the data. Provide residual plots and statistical conclusions regarding extrapolating this model to other data points. 2. Explain the mathematical meaning behind each for the input parameters to the "lmer" function.