This assignment contains 12 questions, totalling to 100 marks. Please write the answers to each question in the boxes following directly underneath each question (some of these are R Code boxes, and some of these R Markdown boxes, depending on the character of the questions). If you need to add text to a Code box, please use the commenting symbol (#) at the beginning of the line.