《计量经济学 Econometrics》课程教学资源（PPT讲稿）Linear Models for Panel Data

北京大学：《大规模数据处理——云计算 Mass Data Processing Cloud Computing》课程教学资源（PPT课件）并行与分布式系统基础 Introduction to Distributed Systems

• File systems overview • NFS & AFS (Andrew File System) • Google File System

北京大学：《大规模数据处理——云计算 Mass Data Processing Cloud Computing》课程教学资源（PPT课件）Clustering问题 Clustering

Functional Language and MapReduce MapReduce Basic MapReduce Algorithm Design Hadoop and Java Practice

大规模数据处理是？ 云计算(Cloud Computing)是? 我们这门课的目标和内容是？

《大规模数据处理——云计算 Mass Data Processing Cloud Computing》课程教学资源（阅读材料）The Google File System（GFS）

《大规模数据处理——云计算 Mass Data Processing Cloud Computing》课程教学资源（阅读材料）k-means++——The Advantages of Careful Seeding

《大规模数据处理——云计算 Mass Data Processing Cloud Computing》课程教学资源（阅读材料）The Anatomy of a Large-Scale Hypertextual Web Search Engine

Chapter 1 Introduction Chapter 2 Estimation Chapter 3 Inference Chapter 4 Errors in Predictors Chapter 5 Generalized Least Squares Chapter 6 Testing for Lack of Fit Chapter 7 Diagnostics Chapter 8 Transformation Chapter 9 Scale Changes, Principal Components and Collinearity Chapter 10 Variable Selection Chapter 11 Statistical Strategy and Model Uncertainty Chapter 12 Chicago Insurance Redlining - a complete example Chapter 13 Robust and Resistant Regression Chapter 14 Missing Data Chapter 15 Analysis of Covariance Chapter 16 ANOVA