| The purpose of this course focused on applying statistics software, JASP and Eviews, for traditional statistical analysis and big data analysis. Quantitative tools are used to construct and then test mathematical representations of the real world would be introduced. With the training of this course, the students would gain some understanding of the science and art of determining what type of model to build, building the most appropriate model, testing the model statistically, and then finally applying the model to practical problems in analysis. The major contents of this course include: 1.Basic Statistics Analysis 2.Regression Analysis: (1)Simple Linear Regression Model, (2)Multiple Regression Model 3.Probability distribution 4.Estimation 5.Hypothesis testing. |