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ECMT6007/ECON4954: Analysis of Panel Data
创建日期：2024-04-12 14:41:13
所属分类：经济Economics
标签： ECMT6007
Analysis of Panel Data

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ECMT6007/ECON4954: Analysis of Panel Data

  Applied Project This group assignment assesses your ability to put econometric 

methods for panel data into practice and your collaborative skills with fellow classmates 

(if you com- plete the project with a team). You may also finish the project by yourself or 

form a group up to three members. Pick a topic which involves empirical analysis on real economic 

panel data. Pro- pose appropriate models and estimators for the research question and panel data 

you obtain. The final product of this applied project is a succinct and articulate report on your topic. 

The paper is expected to be 1.5-line spaced and about 12 - 15 pages (including references, tables and

 graphs with appropriate size). Please attach a group assignment cover sheet with the names of all members. 

The project is due in week 13 via Turnitin on Canvas. An announcement with the submission link will be posted

 in week 12. Assessment criteria 1. (10%) An appropriate title, abstract and key words. The title should capture 

the key issue of the paper and, better, the attention of readers. The abstract summarizes

 the research question, methodology, and main findings of the pa- per; and should be less than 200 words. 

Three to five key words should be provided below the abstract. 2. (10%) A well-defined and interesting

 research question: Use your creativity when you choose your topic. Explain why the topic is interesting or 

important. A practical concern is whether data are available. You may either find a new topic, or extend

 existing empirical results (e.g., estimate a new model with an old dataset). 1 3. (10%) Brief literature review : 

Give a short summary of what other researchers did on a related topic. Cite existing work in the References 

section. Note: Typically, (2) and (3) are included in the introduction. 4. (10%) Collection of panel data: Explain how and from 

where you collect the dataset. If applicable, also explain the steps involved in preparing the data for 

further analysis (e.g., data-cleaning, ways to handle missing data). 5. (20%) A well-defined econometric model for the panel data with well-justified assumptions : Explain carefully each of the assumptions (why they are neces- sary, whether they are realistic, etc). 6. (20%) Empirical analysis of data: This typically involves estimation and hy- potheses testing. You are expected to apply some econometric techniques to address the underlying research question. 7. (10%) Interpret and summarize the main findings. Interpret the results ob- tained in (6), and answer the research question in 1. Tables and graphs are useful for reporting estimation results. Note: (4) - (7) can be organized into two or three sections with appropriate section titles. 8. (10%) The paper should end with a conclusion, including a recap of main findings, potential issues or limitations, and possible extensions. Structure of an Empirical Paper The paper should be organized as follows 1. Introduction: Clearly state the research question, motivation, literature, and contribution 2. Data and data issues: source of data, 

summary statistics, data cleansing (if any), panel being short/long, balanced/unbalanced, missing values, 

sample selection concerns 3. Empirical models and estimation methods: 

why and how the model fit the research 

question and data, what estimators to use, which estimators are more likely to be consistent, 

endogeneity concerns 4. Estimation results: report the estimates in tables, interpretation of results, 

how the research question is addressed by the estimation results 2 5. Conclusion and discussion: 

summary of research question, methodology, and main results; discuss potential issues in estimation, 

mention possible extension. 6. References 

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