Forecasting of daily air quality index in Delhi

► AQI of criteria pollutants based on the observed values has been estimated. ► Air quality index has been forecasted using three statistical techniques. ► PCA has been applied to reduce the number of predictive variable. ► Autoregressive and PCR models are combined to improve the forecast. ► Daily forecasting of AQI is useful for the general public to protect their health.