AMS 315 Data Analysis: Homework 1 Due: Jan 12, 2024 11:59pm 1. A biologist wishes to estimate the effect of an antibiotic on the growth of a particular bac- terium by examining the mean

由于数据分析是一门新兴的学科，很多学生甚至连专业知识、专业术语也不知道。国外教授此类的课程学制时间段，进度很快，导致很多学生甚至连课堂上的要点都没听懂就得完成作业或者论文，倍感压力山大。为此数据分析报告代写、数据分析作业代写的部分服务应运而生

Your project will be on a topic chosen by you. It should involve analysis of a dataset (that you identify) to answer a specific question or set of questions. You should use your dataset to demonstrate your mastery of the broad topics we have covered in this course. Those topics are: 1. Producing high quality graphics 2. Producing high quality tables 3. Wrangling data 4. Handling missing data 5. Hierarchical modelling 6. Spatial mapping 7. Hypothesis testing It expected that high quality graphics and tables, and some degree of data wrangling are expected. Then you should choose two of missing data, hierarchical modelling, spatial mapping and hypothesis testing to deomstrate. In addition, you should demonstrate your ability to go beyond what you have been taught and conduct some self-directed learning, i.e. use some R package not covered in the course, or extend some of the ideas covered, or demonstrate a deeper understanding of a topic through your own exploration.

This project requires students to apply data-mining techniques learned in class to a business problem using real-world data.