Statistical Methods

Build your statistics and probability expertise with this short course from the University of Leeds. The first week introduces you to statistics as the art and science of learning from data. Through multiple real-life examples, you will explore the differences between data and information, discovering the necessity of statistical models for obtaining objective and reliable inferences. You will consider the meaning of "unbiased" data collection, reflecting on the role of randomization. Exploring

• Explain statistics role in data analysis
• Use R and RStudio for numerical and graphical summaries
• Perform simple probability experiments and simulations

• Basic statistical knowledge
• Introductory programming experience