光华本科Introduction to the Probability and Statistics.pdf

Introduction to the Probability and Statistics Course No Program ：Undergraduate Credit ：4 Instructor ：Zhang Junni Song Xiaojun Prerequisite ：Calculus, Linear Algebra Semester ：2016 Spring Instructor’s resume/brief introduction(Within 500 words) Zhang junni is now associate Professor, Department of Business Statistics and Econometrics, Guanghua School of Management, Peking University. She graduated from University of Science and Technology of China and received bachelor degree in Computer Software. In 2002, she achieved her Ph.D in statistics from Harvard University. Now her research interest focuses on areas like Causal Inference in Social Sciences, Monte Carlo Methods, Data Mining and Applied Statistics. Her papers have been adopted by many international top journals, such as Journal of the American Statistical Association, Journal of Educational and Behavioral Statistics, Statistica Sinica, Computational Statistics and Data Analysis, Journal of Chemical Physics. Now she is member of American Statistical Association and International Chinese Statistics Association. She is teaching courses like Probability , Mathematical Statistics, Quantitative Methods in Management, Data Mining and Applications, Hierarchical Linear Models and Statistical Analysis for Business. 宋晓军，北京大学光华管理学院商务统计与经济计量系助理教授。毕业于马德里卡 洛斯三世大学经济系，获经济学博士学位。研究方向是理论计量经济学和应用计量 经济学。 Instructor’s contact information Zhang Junni:Office: Room 473 in Guanghua Building #2. Tel: E-mail: zjn@gsm.pku.edu.cn. Song Xiaojun: 办公电话：86-10 Email ：sxj@gsm.pku.edu.cn TA’s contact information Office hour Program Learning Goals and Objectives Learnin