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