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Topic Description
Advanced Data Manipulation Efficiently handle complex data manipulation tasks using various commands and functions in STATA.
Panel Data Analysis Proficiently analyze data collected over time on the same individuals or entities using STATA.
Survival Analysis Adeptly analyze time-to-event data, perform Kaplan-Meier survival curves, and conduct Cox proportional hazards models in STATA.
Propensity Score Matching (PSM) Implement challenging PSM techniques in STATA to address selection bias in observational studies.
Structural Equation Modeling (SEM) Assist in conducting SEM analysis using STATA to model complex relationships among variables.
Multilevel Modeling Handle data with nested structures using STATA, also known as hierarchical linear modeling.
Time Series Analysis Proficiently analyze time series data with autocorrelation and seasonality using STATA, including ARIMA modeling and forecasting.
Survey Data Analysis Navigate through complex sampling designs in STATA for analyzing survey data.
Power and Sample Size Calculation Accurately compute power and sample size using STATA for research studies.
Non-parametric Tests Conduct various non-parametric tests in STATA when data assumptions are not met.

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