中国科学院数学与系统科学研究院:《高级计量经济学》课程教学资源(课件讲稿)第一章 Introduction to Econometrics

中国科学院数学与系统科学研究院 Academy of Mathematics and Systems Science Chinese Academy of Sciences Introduction to Econometrics Professor Yongmiao Hong March 17,2021
Introduction to Econometrics Professor Yongmiao Hong March 17, 2021

CONTENTS 1.1 Introduction 1.2 Quantitative Features of Modern Economics 1.3 Mathematical Modeling 1.4 Empirical Validation 1.5 lllustrative Examples 1.6 Limitations of Econometric Analysis ADVANCED ECONOMETRICS Introduction to Econometrics May18,2021 2
ADVANCED ECONOMETRICS Introduction to Econometrics May 18, 2021 2 1.1 Introduction 1.2 Quantitative Features of Modern Economics 1.3 Mathematical Modeling 1.4 Empirical Validation 1.5 Illustrative Examples 1.6 Limitations of Econometric Analysis CONTENTS

Introduction Econometrics has become an integrated part of teaching and research in modern economics. Core courses in economics: microeconomics macroeconomics (financial econometrics economics) ADVANCED ECONOMETRICS Introduction to Econometrics May18,2021 3
ADVANCED ECONOMETRICS Introduction to Econometrics May 18, 2021 3 Introduction • Econometrics has become an integrated part of teaching and research in modern economics. • Core courses in economics: microeconomics macroeconomics econometrics (financial economics)

Introduction Empirical revolution in the past 40 years in economics: 1 Data-based empirical studies 0.9 in economics 8s 0.5 Evidence-based causal 0.4 0.3 inference 0.1 0 1980 1985199019952000200520102015 Consistent with scientific Publication year research paradigm Empirical Theoretical Econometrics ADVANCED ECONOMETRICS Introduction to Econometrics May18,2021 4
ADVANCED ECONOMETRICS Introduction to Econometrics May 18, 2021 4 Introduction • Empirical revolution in the past 40 years in economics: Data-based empirical studies in economics Evidence-based causal inference Consistent with scientific research paradigm

Introduction Key differences of empirical studies between economics and natural sciences: Controlled experiements in natural sciences Nonexperimental nature of economic system and economic data The importance of econometrics as a general methodology of empirical research in economics has been increasingly recognized over the past several decades ADVANCED ECONOMETRICS Introduction to Econometrics May18,2021 5
ADVANCED ECONOMETRICS Introduction to Econometrics May 18, 2021 5 Introduction • Key differences of empirical studies between economics and natural sciences: • The importance of econometrics as a general methodology of empirical research in economics has been increasingly recognized over the past several decades Controlled experiements in natural sciences Nonexperimental nature of economic system and economic data

Introduction Big data in economics: Traditional structured data New structured data:(e.g.)interval-valued data,symbolic data,functional data Unstructured data,e.g.,text data,photo data,video data,audio data ADVANCED ECONOMETRICS Introduction to Econometrics May18,2021 6
ADVANCED ECONOMETRICS Introduction to Econometrics May 18, 2021 6 Introduction • Big data in economics: Traditional structured data New structured data: (e.g.) interval-valued data, symbolic data, functional data Unstructured data, e.g., text data, photo data, video data, audio data

Introduction New forms of data call for innovation and development of theory,methods and tools in modern econometrics. Heatmap for each joint Height Growth tor 10 Giris e 60 a 30 ADVANCED ECONOMETRICS Introduction to Econometrics May18,2021 7
ADVANCED ECONOMETRICS Introduction to Econometrics May 18, 2021 7 Introduction • New forms of data call for innovation and development of theory, methods and tools in modern econometrics

CONTENTS 1.1 Introduction 1.2 Quantitative Features of Modern Economics 1.3 Mathematical Modeling 1.4 Empirical Validation 1.5 lllustrative Examples 1.6 Limitations of Econometric Analysis ADVANCED ECONOMETRICS Introduction to Econometrics May18,2021 8
ADVANCED ECONOMETRICS Introduction to Econometrics May 18, 2021 8 1.1 Introduction 1.2 Quantitative Features of Modern Economics 1.3 Mathematical Modeling 1.4 Empirical Validation 1.5 Illustrative Examples 1.6 Limitations of Econometric Analysis CONTENTS

Quantitative Features of Modern Economics Step 1:Data collections and summary of empirical stylized facts Step 1:Data collections and summary of empirical stylized facts Economic Empirical Data theories validation Applications collections /models /inference Data collections: Surveys Field Studies 20% 80% Experimental economics √Big Data ADVANCED ECONOMETRICS Introduction to Econometrics May18,2021 9
ADVANCED ECONOMETRICS Introduction to Econometrics May 18, 2021 9 Step 1: Data collections and summary of empirical stylized facts Data collections: Surveys Field Studies Experimental economics Big Data Quantitative Features of Modern Economics Step 1: Data collections and summary of empirical stylized facts Data collections Economic theories /models Empirical validation /inference Applications

Quantitative Features of Modern Economics Step 1:Data collections and summary of empirical stylized facts Step 1:Data collections and summary of empirical stylized facts The so-called stylized facts are often summarized from observed economic data. Example 1:Engel curve in microeconomics Engel Curves The share of a Income (per month) 30 consumer's Inferior expenditure on a Engel curves slope 20 backward bending for inferior goods. commodity out of her Normal or his total income 10 will vary as his/her income changes; Food(units 8 12 16 per month) ADVANCED ECONOMETRICS Introduction to Econometrics May18,2021 10
ADVANCED ECONOMETRICS Introduction to Econometrics May 18, 2021 10 Step 1: Data collections and summary of empirical stylized facts The so-called stylized facts are often summarized from observed economic data. Quantitative Features of Modern Economics Step 1: Data collections and summary of empirical stylized facts Example 1:Engel curve in microeconomics The share of a consumer’s expenditure on a commodity out of her or his total income will vary as his/her income changes;
按次数下载不扣除下载券;
注册用户24小时内重复下载只扣除一次;
顺序:VIP每日次数-->可用次数-->下载券;
- 厦门大学:《高级计量经济学》课程教学资源(课件讲稿)Introduction to Statistics and Econometrics.pdf
- 厦门大学:《高级计量经济学》课程教学资源(教学大纲)A Course on Advanced Econometrics(主讲:洪永淼).pdf
- 运城学院:《宏观经济学》课程教学资源(电子教案,打印版,负责人:李吉续).pdf
- 运城学院:《宏观经济学》课程教学资源(各章习题,含答案,打印版)第五章 国际经济的基本知识.pdf
- 运城学院:《宏观经济学》课程教学资源(各章习题,含答案,打印版)第四章 失业与通货膨胀.pdf
- 运城学院:《宏观经济学》课程教学资源(各章习题,含答案,打印版)第三章 凯恩斯的宏观经济政策主张.pdf
- 运城学院:《宏观经济学》课程教学资源(各章习题,含答案,打印版)第二章 凯恩斯的均衡国民收入理论.pdf
- 运城学院:《宏观经济学》课程教学资源(各章习题,含答案,打印版)第一章 福利经济学和微观经济政策.pdf
- 华东理工大学:《商业银行经营学》课程教学资源(PPT课件讲稿)第十四章 商业银行经营发展趋势.ppt
- 华东理工大学:《商业银行经营学》课程教学资源(PPT课件讲稿)第十三章 商业银行经营风险与内部控制.ppt
- 华东理工大学:《商业银行经营学》课程教学资源(PPT课件讲稿)第十二章 商业银行绩效评估.ppt
- 华东理工大学:《商业银行经营学》课程教学资源(PPT课件讲稿)第十章 国际业务.ppt
- 华东理工大学:《商业银行经营学》课程教学资源(PPT课件讲稿)第十一章 商业银行资产负债管理策略.ppt
- 华东理工大学:《商业银行经营学》课程教学资源(PPT课件讲稿)第九章 其他业务.ppt
- 华东理工大学:《商业银行经营学》课程教学资源(PPT课件讲稿)第八章 表外业务.ppt
- 华东理工大学:《商业银行经营学》课程教学资源(PPT课件讲稿)第七章 租赁与信托.ppt
- 华东理工大学:《商业银行经营学》课程教学资源(PPT课件讲稿)第六章 银行证券投资业务.ppt
- 华东理工大学:《商业银行经营学》课程教学资源(PPT课件讲稿)第四章 现金资产业务.ppt
- 华东理工大学:《商业银行经营学》课程教学资源(PPT课件讲稿)第五章 贷款业务.ppt
- 华东理工大学:《商业银行经营学》课程教学资源(PPT课件讲稿)第三章 负债业务经营.ppt
- 中国科学院数学与系统科学研究院:《高级计量经济学》课程教学资源(课件讲稿)第二章 General Regression Analysis.pdf
- 中国科学院数学与系统科学研究院:《高级计量经济学》课程教学资源(课件讲稿)第三章 Classical Linear Regression Model.pdf
- 中国科学院数学与系统科学研究院:《高级计量经济学》课程教学资源(课件讲稿)第四章 Professor Yongmiao Hong.pdf
- 厦门大学:《概率论与数理统计 Probability and Statistics for Economists》课程教学资源(教学大纲,主讲:洪永淼).pdf
- 厦门大学:《概率论与数理统计 Probability and Statistics for Economists》课程教学资源(课件讲稿)Chapter 02 Foundation of Probability Theory.pdf
- 厦门大学:《概率论与数理统计 Probability and Statistics for Economists》课程教学资源(课件讲稿)Chapter 03 Random Variables and Univariate Probability Distributions.pdf
- 厦门大学:《概率论与数理统计 Probability and Statistics for Economists》课程教学资源(课件讲稿)Chapter 10 Big Data, Machine Learning and Statistics.pdf
- 厦门大学:《概率论与数理统计 Probability and Statistics for Economists》课程教学资源(课件讲稿)Chapter 05 Multivariate Probability Distributions.pdf
- 厦门大学:《概率论与数理统计 Probability and Statistics for Economists》课程教学资源(课件讲稿)Chapter 06 Multivariate Probability Distributions.pdf
- 厦门大学:《概率论与数理统计 Probability and Statistics for Economists》课程教学资源(课件讲稿)Chapter 07 Convergences and Limit Theorems.pdf
- 厦门大学:《概率论与数理统计 Probability and Statistics for Economists》课程教学资源(课件讲稿)Chapter 08 Parameter Estimation and Evaluation.pdf
- 厦门大学:《概率论与数理统计 Probability and Statistics for Economists》课程教学资源(课件讲稿)Chapter 09 Hypothesis Testing.pdf
- 厦门大学:《概率论与数理统计 Probability and Statistics for Economists》课程教学资源(课件讲稿)Chapter 01 Introduction to Statistics and Econometrics.pdf
- 厦门大学:《概率论与数理统计 Probability and Statistics for Economists》课程教学资源(课件讲稿)Chapter 04 Important Probability Distributions.pdf
- 厦门大学:《社会主义政治经济学 Socialist Political Economics》课程教学资源(PPT课件讲稿)导论(主讲:洪永淼).pptx
- 厦门大学:《社会主义政治经济学 Socialist Political Economics》课程教学资源(PPT课件讲稿)第二章 资本主义经济发展规律.pptx
- 厦门大学:《社会主义政治经济学 Socialist Political Economics》课程教学资源(PPT课件讲稿)第二章 附录——商品生产基本概念.pptx
- 厦门大学:《社会主义政治经济学 Socialist Political Economics》课程教学资源(PPT课件讲稿)马克思恩格斯社会主义思想的理论来源(主讲:侯金光).pdf
- 厦门大学:《社会主义政治经济学 Socialist Political Economics》课程教学资源(PPT课件讲稿)三十年代苏联党内斗争和大镇压(主讲:侯金光).pptx
- 厦门大学:《社会主义政治经济学 Socialist Political Economics》课程教学资源(PPT课件讲稿)彼得堡大学的经济学家们.pptx