高级计量经济学（时间序列）

高级计量经济学（时间序列）

Course Modules

Syllabus

Syllabus
Module Completed Module In Progress Module Locked
Syllabus 174737    
  • syllabus2022-2023.pdf Attachment
    syllabus2022-2023.pdf syllabus2022-2023.pdf
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Topic 1: ARMA Models and VAR

Topic 1: ARMA Models and VAR
Module Completed Module In Progress Module Locked
Topic 1: ARMA Models and VAR 174738    
  • Q&A : HM1 and Wold Decomposition External Url
    Q&A : HM1 and Wold Decomposition Q&A : HM1 and Wold Decomposition
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  • Lecture Video: 20221014 External Url
    Lecture Video: 20221014 Lecture Video: 20221014
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  • lecture3.pdf Attachment
    lecture3.pdf lecture3.pdf
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  • Lecture2 Attachment
    Lecture2 Lecture2
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  • lecture1.pdf (updated 09/15) Attachment
    lecture1.pdf (updated 09/15) lecture1.pdf (updated 09/15)
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  • Context Module Sub Header
    TSA Chapter 1-4, 10
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  • Context Module Sub Header
    References
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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
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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
    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
  • 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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  • Lecture video 20221021 External Url
    Lecture video 20221021 Lecture video 20221021
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Topic 2: Kalman Filter

Topic 2: Kalman Filter
Module Completed Module In Progress Module Locked
Topic 2: Kalman Filter 174739    
  • week6.pdf Attachment
    week6.pdf week6.pdf
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  • Context Module Sub Header
    References
    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
  • 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
Module Completed Module In Progress Module Locked
Topic 3: Spectral Analysis 174740    
  • week7.pdf Attachment
    week7.pdf week7.pdf
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  • What Drives Bitcoin Prices? Discussion Topic
    What Drives Bitcoin Prices? What Drives Bitcoin Prices?
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  • Class Assignment 2 Assignment
    Class Assignment 2 Class Assignment 2
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  • Context Module Sub Header
    References
    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
  • 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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Topic 4: Unit Root and Cointegration

Topic 4: Unit Root and Cointegration
Module Completed Module In Progress Module Locked
Topic 4: Unit Root and Cointegration 174741    
  • Lecture Video: 20221209 External Url
    Lecture Video: 20221209 Lecture Video: 20221209
    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
  • Lecture Notes Topic 4 Attachment
    Lecture Notes Topic 4 Lecture Notes Topic 4
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  • Reading List Page
    Reading List Reading List
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Topic 5: GMM

Topic 5: GMM
Module Completed Module In Progress Module Locked
Topic 5: GMM 174742    
  • 20221223 Lecture Video External Url
    20221223 Lecture Video 20221223 Lecture Video
    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
  • 20221216 live video 1 External Url
    20221216 live video 1 20221216 live video 1
    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
  • 20221216 live video 2 External Url
    20221216 live video 2 20221216 live video 2
    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
  • Context Module Sub Header
    Reference
    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
  • 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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  • GMM.pdf Attachment
    GMM.pdf GMM.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
  • Class Assignment 3 Assignment
    Class Assignment 3 Class Assignment 3
    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

Topic 6: Measuring Uncertainty and Long-Run Risk

Topic 6: Measuring Uncertainty and Long-Run Risk
Module Completed Module In Progress Module Locked
Topic 6: Measuring Uncertainty and Long-Run Risk 174743    
  • MeasurePriceUncertainty.pdf Attachment
    MeasurePriceUncertainty.pdf MeasurePriceUncertainty.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
  • Context Module Sub Header
    References
    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
  • 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.
    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
  • 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 174745    
  • 20221230 Presentation Video External Url
    20221230 Presentation Video 20221230 Presentation Video
    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 174744    
  • Class Assignment 1 Assignment
    Class Assignment 1 Class Assignment 1
    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 2 Assignment
    Class Assignment 2 Class Assignment 2
    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 3 Assignment
    Class Assignment 3 Class Assignment 3
    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
  • 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
  • solution1.pdf Attachment
    solution1.pdf solution1.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
  • solution1Part2.pdf Attachment
    solution1Part2.pdf solution1Part2.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
  • solution2.pdf Attachment
    solution2.pdf solution2.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
  • solution2part2.pdf Attachment
    solution2part2.pdf solution2part2.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
  • solution3.pdf Attachment
    solution3.pdf solution3.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
 
minimum score must view must submit must contribute
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