高级计量经济学(时间序列)

高级计量经济学(时间序列)

Course Modules

Lecture 0 Mathematical Review (required to read before the first class)

Lecture 0 Mathematical Review (required to read before the first class)
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Lecture 0 Mathematical Review (required to read before the first class) 248984    
  • TimeSeriesAnalysisAppendixA.pdf Attachment
    TimeSeriesAnalysisAppendixA.pdf TimeSeriesAnalysisAppendixA.pdf
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  • FinalExamAnswersheet2023.pdf Attachment
    FinalExamAnswersheet2023.pdf FinalExamAnswersheet2023.pdf
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Topic 1: ARMA Models and VAR

Topic 1: ARMA Models and VAR
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Topic 1: ARMA Models and VAR 241570    
  • Lecture Notes 2 Attachment
    Lecture Notes 2 Lecture Notes 2
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  • Lecture Notes 1 Attachment
    Lecture Notes 1 Lecture Notes 1
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  • Class Assignment 1 Assignment
    Class Assignment 1 Class Assignment 1
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    References
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  • Context Module Sub Header
    TSA Chapter 1-4, 10
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  • Measuring Uncertainty? by Chenghu Ma, Nan Li, Xiao Qin, 2023 Working Paper (preliminary, please do not circulate without author's permission)) Attachment
    Measuring Uncertainty? by Chenghu Ma, Nan Li, Xiao Qin, 2023 Working Paper (preliminary, please do not circulate without author's permission)) Measuring Uncertainty? by Chenghu Ma, Nan Li, Xiao Qin, 2023 Working Paper (preliminary, please do not circulate without author's permission))
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  • Video: History of Market Efficiency Hypothesis by Eugene Fama 2008 External Url
    Video: History of Market Efficiency Hypothesis by Eugene Fama 2008 Video: History of Market Efficiency Hypothesis by Eugene Fama 2008
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  • Fama and Taylor: Market Efficiency vs Behavior Finance vs Bubbles, Chicago Booth Review External Url
    Fama and Taylor: Market Efficiency vs Behavior Finance vs Bubbles, Chicago Booth Review Fama and Taylor: Market Efficiency vs Behavior Finance vs Bubbles, Chicago Booth Review
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  • The Impact of COVID-19 on Stock Market in China by Nan Li and Yuhong Zhong External Url
    The Impact of COVID-19 on Stock Market in China by Nan Li and Yuhong Zhong The Impact of COVID-19 on Stock Market in China by Nan Li and Yuhong Zhong
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  • The Family Ownership Puzzle by Anderson, Karim, Li and Reeb External Url
    The Family Ownership Puzzle by Anderson, Karim, Li and Reeb The Family Ownership Puzzle by Anderson, Karim, Li and Reeb
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  • G-Expectation, G-Brownian Motion and Related Stochastic Calculus of Ito's type by Shige Peng External Url
    G-Expectation, G-Brownian Motion and Related Stochastic Calculus of Ito's type by Shige Peng G-Expectation, G-Brownian Motion and Related Stochastic Calculus of Ito's type by Shige Peng
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  • Video: Lars Peter Hansen interview at CNBC-Systemic Risk remains ill-Defined External Url
    Video: Lars Peter Hansen interview at CNBC-Systemic Risk remains ill-Defined Video: Lars Peter Hansen interview at CNBC-Systemic Risk remains ill-Defined
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  • Gaussian (Normal Distribution) and Brownian Motion Page
    Gaussian (Normal Distribution) and Brownian Motion Gaussian (Normal Distribution) and Brownian Motion
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  • J. P. Morgan Report on Big Data and AI Strategy Attachment
    J. P. Morgan Report on Big Data and AI Strategy J. P. Morgan Report on Big Data and AI Strategy
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  • Fat Tail Risk: What It Means and Why You Should Be Aware Of It External Url
    Fat Tail Risk: What It Means and Why You Should Be Aware Of It Fat Tail Risk: What It Means and Why You Should Be Aware Of It
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  • John Cochrane’s Notes on Time Series Analysis, Chapter 1-5 External Url
    John Cochrane’s Notes on Time Series Analysis, Chapter 1-5 John Cochrane’s Notes on Time Series Analysis, Chapter 1-5
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  • Context Module Sub Header
    Quantitative Economics with Python by Thomas J. Sargent and John Stachurski
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  • AR1 External Url
    AR1 AR1
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  • Linear State Space Model External Url
    Linear State Space Model Linear State Space Model
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  • Orthogonal Projections and Their Applications External Url
    Orthogonal Projections and Their Applications Orthogonal Projections and Their Applications
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  • Modelling covid19 External Url
    Modelling covid19 Modelling covid19
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  • Thomas J. Sargent: The AI Frontier of Economic Theory Attachment
    Thomas J. Sargent: The AI Frontier of Economic Theory Thomas J. Sargent: The AI Frontier of Economic Theory
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  • IRENE ALDRIDGE: Big Data vs. Machine Learning vs. Artificial Intelligence (AI) External Url
    IRENE ALDRIDGE: Big Data vs. Machine Learning vs. Artificial Intelligence (AI) IRENE ALDRIDGE: Big Data vs. Machine Learning vs. Artificial Intelligence (AI)
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  • Hal R. Varian: HOW TO BUILD AN ECONOMIC MODEL IN YOUR SPARE TIME Attachment
    Hal R. Varian: HOW TO BUILD AN ECONOMIC MODEL IN YOUR SPARE TIME Hal R. Varian: HOW TO BUILD AN ECONOMIC MODEL IN YOUR SPARE TIME
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  • Michael Spence: Winners and Losers of the Pandemic Economy External Url
    Michael Spence: Winners and Losers of the Pandemic Economy Michael Spence: Winners and Losers of the Pandemic Economy
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  • Rethinking Risk Management in Financial Services Page
    Rethinking Risk Management in Financial Services Rethinking Risk Management in Financial Services
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Topic 2: Kalman Filter

Topic 2: Kalman Filter
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Topic 2: Kalman Filter 241571    
  • lecture3.pdf Attachment
    lecture3.pdf lecture3.pdf
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  • Context Module Sub Header
    References
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  • Context Module Sub Header
    TSA Chapter 4,5,7, 11, 13
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  • John Cochrane’s Notes on Time Series Analysis, Chapter 6-7 External Url
    John Cochrane’s Notes on Time Series Analysis, Chapter 6-7 John Cochrane’s Notes on Time Series Analysis, Chapter 6-7
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  • 14. Linear State Space Models — Quantitative Economics with Python.pdf Attachment
    14. Linear State Space Models — Quantitative Economics with Python.pdf 14. Linear State Space Models — Quantitative Economics with Python.pdf
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  • 23. A First Look at the Kalman Filter — Quantitative Economics with Python.pdf Attachment
    23. A First Look at the Kalman Filter — Quantitative Economics with Python.pdf 23. A First Look at the Kalman Filter — Quantitative Economics with Python.pdf
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  • 64. Maximum Likelihood Estimation — Quantitative Economics with Python.pdf Attachment
    64. Maximum Likelihood Estimation — Quantitative Economics with Python.pdf 64. Maximum Likelihood Estimation — Quantitative Economics with Python.pdf
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Topic 3: Spectral Analysis

Topic 3: Spectral Analysis
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Topic 3: Spectral Analysis 241572    
  • lecture4.pdf Attachment
    lecture4.pdf lecture4.pdf
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  • What Drives Bitcoin Prices? Discussion Topic
    What Drives Bitcoin Prices? What Drives Bitcoin Prices?
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    References
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  • Context Module Sub Header
    TSA Chapter 6
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  • 27. Covariance Stationary Processes Spectral Analysis— Advanced Quantitative Economics with Python.pdf Attachment
    27. Covariance Stationary Processes Spectral Analysis— Advanced Quantitative Economics with Python.pdf 27. Covariance Stationary Processes Spectral Analysis— Advanced Quantitative Economics with Python.pdf
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  • solution2.pdf Attachment
    solution2.pdf solution2.pdf
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Topic 4: Unit Root and Cointegration

Topic 4: Unit Root and Cointegration
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  • lecture5.pdf Attachment
    lecture5.pdf lecture5.pdf
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  • lecture_predictability.pdf Attachment
    lecture_predictability.pdf lecture_predictability.pdf
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  • Reading List Page
    Reading List Reading List
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Topic 5: GMM

Topic 5: GMM
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Topic 5: GMM 241574    
  • GMM.pdf Attachment
    GMM.pdf GMM.pdf
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  • Class Assignment 3 with Solution Assignment
    Class Assignment 3 with Solution Class Assignment 3 with Solution
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  • Context Module Sub Header
    Reference
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  • Lars Hansen: Generalized Method of Moments Estimation: A Time Series Perspective Attachment
    Lars Hansen: Generalized Method of Moments Estimation: A Time Series Perspective Lars Hansen: Generalized Method of Moments Estimation: A Time Series Perspective
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Topic 6: Measuring Uncertainty and Long-Run Risk

Topic 6: Measuring Uncertainty and Long-Run Risk
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Topic 6: Measuring Uncertainty and Long-Run Risk 241575    
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    References
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  • Greenspan, A. (2004): “Risk and Uncertainty in Monetary Policy,” American Economic Review, 94(2), 33–40. External Url
    Greenspan, A. (2004): “Risk and Uncertainty in Monetary Policy,” American Economic Review, 94(2), 33–40. Greenspan, A. (2004): “Risk and Uncertainty in Monetary Policy,” American Economic Review, 94(2), 33–40.
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  • Fuetal2023JET.pdf Attachment
    Fuetal2023JET.pdf Fuetal2023JET.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • Li and Zhu (2021) FEC Attachment
    Li and Zhu (2021) FEC Li and Zhu (2021) FEC
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • Anderson, Li, Reeb and Karim (2022) The Family Firm Ownership Puzzle Attachment
    Anderson, Li, Reeb and Karim (2022) The Family Firm Ownership Puzzle Anderson, Li, Reeb and Karim (2022) The Family Firm Ownership Puzzle
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Presentation Slides on Various Topics

Presentation Slides on Various Topics
Module Completed Module In Progress Module Locked
Presentation Slides on Various Topics 241576    
  • Presentation Slides upload here Assignment
    Presentation Slides upload here Presentation Slides upload here
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Class Assignment

Class Assignment
Module Completed Module In Progress Module Locked
Class Assignment 241577    
  • What Drives Bitcoin Prices? Discussion Topic
    What Drives Bitcoin Prices? What Drives Bitcoin Prices?
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
 
minimum score must view must submit must contribute
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