Building a collector -- Linear regression -- Forecasting with moving averages -- Forecasting a time series: smoothing -- Forecasting a time series: regression -- Logistic regression: the basics -- Logistic regression: further issues -- Principal components analysis -- Box-Jenkins ARIMA models