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UID:pretalx-wombat-2025-VDYBYE@conf.nectric.com.au
DTSTART;TZID=AEST:20250929T090000
DTEND;TZID=AEST:20250929T123000
DESCRIPTION:Organisations of all types collect vast amounts of time series 
 data\, and there is a growing need for time series analytics to understand
  how things change in our fast-moving world. This tutorial provides a prac
 tical introduction to time series analytics and forecasting using R\, util
 ising the tidyverse and tidy time series tools to enable analysis across m
 any time series. Attendees will learn about commonly seen time series patt
 erns\, and how to find them with specialised time series graphics created 
 with ggplot2. Then we will use fable to capture these patterns with statis
 tical time series models\, and produce probabilistic forecasts. Finally\, 
 participants will gain insights into evaluating model performance\, ensuri
 ng the accuracy and reliability of their forecasts. Through a combination 
 of foundational concepts and practical demonstrations\, this tutorial equi
 ps participants with the skills to extract meaningful insights from time s
 eries data for informed decision-making in various domains.\n\nLearning Ou
 tcomes:\n\n* How to use the tidyverse to wrangle and manipulate time serie
 s data.\n* Visualise data and identify common time series patterns.\n* Pro
 duce forecasts from a statistical model that captures dynamic time series 
 patterns.\n* Evaluate the model’s forecasting performance to select the 
 best model.
DTSTAMP:20260904T144702Z
LOCATION:8.42
SUMMARY:Tidy time series analysis and forecasting - Mitchell O'Hara-Wild
URL:https://conf.nectric.com.au/wombat-2025/talk/VDYBYE/
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