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Bootstrapping Time Series Data

Introduction This demonstration is part of a requirement for my statistical consulting class at UT Austin. I will go through the basics of bootstrapping time series data using three different resampling methods. Fixed Block Sampling Stationary Block Sampling Model-based resampling Packages Used For this demonstration I will use the following packages: The boot package is the workhorse behind the bootstrapping methods, but the forecast method is used for the time series modeling.