Portfolio Details

Time Series Modeling of Wildfires

  • Category: Time Series
  • Class: Time Series
  • Date: Fall 2020

Description

  • Forecasted wildfires by fitting parametric and autoregressive models on the existing 80-year time series data
  • Evaluated models (e.g., Parametric, Differencing) performances using time series cross-validation and root- mean-square prediction error, visualized their Autocorrelation function and Partial Autocorrelation function