Professor eM
Advanced Statistics - Week 5 - Classical time series in a nutshell
Advanced Statistics - Week 5 - ARMA modelling
Advanced Statistics - Week 5 - Autoregressive process AR(p)
Advanced Statistics - Week 5 - Moving average process MA(q)
Advanced Statistics - Week 5 - Generally about stochastic processes
Advanced Statistics - Week 5 - Time series decomposition: detrending
Advanced Statistics - Week 5 - Time series decomposition: removing seasonality
Advanced Statistics - Week 5 - Time series decomposition: identifying seasonality
Advanced Statistics - Week 5 - Classical time series decomposition
Advanced Statistics - Week 5 - Generally about time series
Advanced Statistics - Week 2 - Example 6: Comparing two population proportions
Advanced Statistics - Week 4 - Example: Full correlation and regression analysis
Advanced Statistics - Week 4 - Regression model diagnostics: outliers, residuals and goodness of fit
Advanced Statistics - Week 4 - Multicollinearity
Advanced Statistics - Week 4 - Inference on regression parameters
Advanced Statistics - Week 4 - Multiple regression
Advanced Statistics - Week 4 - Regression fit
Advanced Statistics - Week 4 - Generally about regression modeling
Advanced Statistics - Week 4 - Association vs. causation
Advanced Statistics - Week 4 - Shortly about correlation
Advanced Statistics - Week 3 - Briefly about other non-parametric tests
Advanced Statistics - Week 3 - Example 3: Spearman rank correlation
Advanced Statistics - Week 3 - Spearman rank correlation
Advanced Statistics - Week 3 - Example 2: one-way ANOVA
Advanced Statistics - Week 3 - One-way analysis of variance (ANOVA)
Advanced Statistics - Week 3 - Testing many population samples
Advanced Statistics - Week 3 - Example 1: Paired test
Advanced Statistics - Week 3 - Paired tests