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Panel Data Analysis Fixed and Random Effects using Stata (v.

Panel Data Analysis Fixed and Random Effects using Stata (v. ) Oscar Torres-Reyna December 2007 PU/DSS/OTRI ntroPanel data (also known as longitudinal or cross-sectional time-series data) is a dataset in which the behavior of entities are observed across entities could be states, companies, individuals , countries, data looks like thiscountryyearYX1X2 data allows you to control for variables you cannot observe or measure like cultural factors or difference in business practices across companies; or variables that change over time but not across entities ( national policies, federal regulations, international agreements, etc.). This is, it accounts for individual Panel data you can include variables at different levels of Analysis ( students, schools, districts, states) suitable for multilevel or hierarchical drawbacks are data collection issues ( sampling design, coverage), non-response in the case of micro panels or cross-country dependency in the case

etc.). This is, it accounts for individual heterogeneity. With panel data you can include variables at different levels of analysis (i.e. students, schools, districts, states) suitable for multilevel or hierarchical modeling. Some drawbacks are data collection issues (i.e. sampling design, coverage), non-response in the case of micro

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