Pannel Data Analysis




Factor Analysis

  • Basic Factor Models :en :kr
  • Geometric Representation :en :kr
  • Diagonal and Multiple-group Analysis :en :kr
  • Principal Factor Solutions :en :kr
  • Confirmatory Maximum Likelihood :en :kr
  • Rotation :en :kr
  • Hiher-Order Factors :en :kr
  • Factor Scoring :en :kr
  • Data Transformation :en :kr




Time Series Analysis

  • Stationary of Time Series :en :kr
  • Autocorrelation :en :kr
  • Heteroskedasticity :en :kr
  • Exponential Smoothing and ETS :en :kr
  • Autoregressive Integrated Moving Average(ARIMA)




Regression

  • Linear Regression :en :kr
  • Logistic Regression :en :kr
  • Multicollinearity :en :kr
  • Stochastic Regressor and Endogeneity :en :kr




Analysis of Variance




Hypothesis Test




Parameter Estimation

  • Non-parametric Estimation :en :kr




Descriptive Statistics




Probability Theory

  • Central Limit Theorem :en :kr
  • Discrete Probability Distributions :en :kr
  • Continuous Probability Distributions :en :kr




Measure Theory





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