Course Modules

Syllabus

Syllabus Syllabus

syllabus2022-2023.pdf Attachment

syllabus2022-2023.pdf syllabus2022-2023.pdf 1

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Topic 1: ARMA Models and VAR

Topic 1: ARMA Models and VAR Topic 1: ARMA Models and VAR

Q&A : HM1 and Wold Decomposition External Url

Q&A : HM1 and Wold Decomposition Q&A : HM1 and Wold Decomposition 1

external_url 818158 0

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Lecture Video: 20221014 External Url

Lecture Video: 20221014 Lecture Video: 20221014 2

external_url 812241 0

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lecture3.pdf Attachment

lecture3.pdf lecture3.pdf 3

attachment 820284 0

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Lecture2 Attachment

Lecture2 Lecture2 4

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lecture1.pdf (updated 09/15) Attachment

lecture1.pdf (updated 09/15) lecture1.pdf (updated 09/15) 5

attachment 773208 0

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Context Module Sub Header

TSA Chapter 1-4, 10 6

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Context Module Sub Header

References 7

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(10/06 updated) Video: History of Market Efficiency Hypothesis by Eugene Fama 2008 External Url

(10/06 updated) Video: History of Market Efficiency Hypothesis by Eugene Fama 2008 (10/06 updated) Video: History of Market Efficiency Hypothesis by Eugene Fama 2008 8

external_url 800685 0

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(10/06 updated Video): Fama and Taylor: Market Efficiency vs Behavior Finance vs Bubbles, Chicago Booth Review External Url

(10/06 updated Video): Fama and Taylor: Market Efficiency vs Behavior Finance vs Bubbles, Chicago Booth Review (10/06 updated Video): Fama and Taylor: Market Efficiency vs Behavior Finance vs Bubbles, Chicago Booth Review 9

external_url 800684 0

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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 10

external_url 791607 0

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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 11

external_url 791604 0

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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 12

external_url 791602 0

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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 13

external_url 791601 0

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Gaussian (Normal Distribution) and Brownian Motion Page

Gaussian (Normal Distribution) and Brownian Motion Gaussian (Normal Distribution) and Brownian Motion 14

wiki_page 782084 0

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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 15

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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 16

external_url 773232 0

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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 17

external_url 736187 0

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Context Module Sub Header

Quantitative Economics with Python by Thomas J. Sargent and John Stachurski 18

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AR1 External Url

AR1 AR1 19

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Linear State Space Model External Url

Linear State Space Model Linear State Space Model 20

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Orthogonal Projections and Their Applications External Url

Orthogonal Projections and Their Applications Orthogonal Projections and Their Applications 21

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Modelling covid19 External Url

Modelling covid19 Modelling covid19 22

external_url 736192 0

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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 23

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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) 24

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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 25

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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 26

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Lecture video 20221021 External Url

Lecture video 20221021 Lecture video 20221021 27

external_url 820687 0

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Topic 2: Kalman Filter

Topic 2: Kalman Filter Topic 2: Kalman Filter

week6.pdf Attachment

week6.pdf week6.pdf 1

attachment 825587 0

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Context Module Sub Header

References 2

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Context Module Sub Header

TSA Chapter 4,5,7, 11, 13 3

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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 4

external_url 736200 0

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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 5

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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 6

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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 7

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Topic 3: Spectral Analysis

Topic 3: Spectral Analysis Topic 3: Spectral Analysis

week7.pdf Attachment

week7.pdf week7.pdf 1

attachment 830406 0

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What Drives Bitcoin Prices? Discussion Topic

What Drives Bitcoin Prices? What Drives Bitcoin Prices? 100 2

discussion_topic 835047 1

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Class Assignment 2 Assignment

Class Assignment 2 Class Assignment 2 100 3

assignment 835045 1

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Context Module Sub Header

References 4

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Context Module Sub Header

TSA Chapter 6 5

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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 6

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Topic 4: Unit Root and Cointegration

Topic 4: Unit Root and Cointegration Topic 4: Unit Root and Cointegration

Lecture Video: 20221209 External Url

Lecture Video: 20221209 Lecture Video: 20221209 1

external_url 855034 0

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Lecture Notes Topic 4 Attachment

Lecture Notes Topic 4 Lecture Notes Topic 4 2

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Reading List Page

Reading List Reading List 3

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Topic 5: GMM

Topic 5: GMM Topic 5: GMM

20221223 Lecture Video External Url

20221223 Lecture Video 20221223 Lecture Video 1

external_url 872008 0

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20221216 live video 1 External Url

20221216 live video 1 20221216 live video 1 2

external_url 860971 0

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20221216 live video 2 External Url

20221216 live video 2 20221216 live video 2 3

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Context Module Sub Header

Reference 4

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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 5

attachment 736213 0

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GMM.pdf Attachment

GMM.pdf GMM.pdf 6

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Class Assignment 3 Assignment

Class Assignment 3 Class Assignment 3 100 7

assignment 861880 1

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Topic 6: Measuring Uncertainty and Long-Run Risk

Topic 6: Measuring Uncertainty and Long-Run Risk Topic 6: Measuring Uncertainty and Long-Run Risk

MeasurePriceUncertainty.pdf Attachment

MeasurePriceUncertainty.pdf MeasurePriceUncertainty.pdf 1

attachment 866623 0

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Context Module Sub Header

References 2

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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. 3

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Fuetal2023JET.pdf Attachment

Fuetal2023JET.pdf Fuetal2023JET.pdf 4

attachment 866638 0

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Li and Zhu (2021) FEC Attachment

Li and Zhu (2021) FEC Li and Zhu (2021) FEC 5

attachment 866640 0

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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 6

attachment 866642 0

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Presentation Slides on Various Topics

Presentation Slides on Various Topics Presentation Slides on Various Topics

20221230 Presentation Video External Url

20221230 Presentation Video 20221230 Presentation Video 1

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Class Assignment

Class Assignment Class Assignment

Class Assignment 1 Assignment

Class Assignment 1 Class Assignment 1 100 1

assignment 802918 1

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Class Assignment 2 Assignment

Class Assignment 2 Class Assignment 2 100 2

assignment 835049 1

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Class Assignment 3 Assignment

Class Assignment 3 Class Assignment 3 100 3

assignment 861881 1

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What Drives Bitcoin Prices? Discussion Topic

What Drives Bitcoin Prices? What Drives Bitcoin Prices? 100 4

discussion_topic 835048 1

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solution1.pdf Attachment

solution1.pdf solution1.pdf 5

attachment 839574 0

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solution1Part2.pdf Attachment

solution1Part2.pdf solution1Part2.pdf 6

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solution2.pdf Attachment

solution2.pdf solution2.pdf 7

attachment 873431 0

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solution2part2.pdf Attachment

solution2part2.pdf solution2part2.pdf 8

attachment 873429 0

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solution3.pdf Attachment

solution3.pdf solution3.pdf 9

attachment 873432 0

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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