robjhyndman/ETC3550Slides

Stars
167
Rank 226,635 (Top 5 %)
Language
R
Created over 6 years ago
Updated over 1 year ago

robjhyndman/ETC3550Slides

robjhyndman

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Slides for a forecasting course based on "Forecasting: Principles and Practice"

ETC3550Slides

Feel free to fork these slides and modify for your own purposes. Just remember to remove the Monash University branding from the first slide.

Slides for the 2nd edition of the book are available in this 2018 release: https://github.com/robjhyndman/ETC3550Slides/releases/tag/2018

Slides for the 3rd edition of the book are available in this 2022 release: https://github.com/robjhyndman/ETC3550Slides/releases/tag/2022

The slides used in the online videos are available at https://github.com/robjhyndman/fpp3_slides

forecast

Forecasting Functions for Time Series and Linear Models

tsfeatures

Time series features

fpp3

All data sets required for the examples and exercises in the book "Forecasting: principles and practice" (3rd ed, 2020) by Rob J Hyndman and George Athanasopoulos <http://OTexts.org/fpp3/>. All packages required to run the examples are also loaded.

anomalous-acm

Anomalous time series package for R (ACM)

M4metalearning

fpp2-package

All data sets required for the examples and exercises in the book "Forecasting: principles and practice" (2nd ed, 2018) by Rob J Hyndman and George Athanasopoulos <http://OTexts.org/fpp2/>. All packages required to run the examples are also loaded.

anomalous

Anomalous time series package for R

CV

RJH Curriculum Vitae

cricketdata

International cricket data for men and women, Tests, ODIs and T20s

MonashEBSTemplates

Rmarkdown templates for use at Monash University Department of Econometrics and Business Statistics

MonashThesis

Monash PhD thesis template

demography

demography package for R

MEFM-package

R package to implement the MEFM

ctv-TimeSeries

git mirror of CRAN Task View Time Series files

thief

Temporal HIErarchical Forecasting

Half-day-forecasting-workshop

Forecasting workshop for ACEMS 2018

fpp3_slides

Slides to accompany Forecasting: Principles and Practice, 3rd edition

ETC3580

Teaching materials for ETC3580

hdrcde

Highest density regions and conditional density estimation

ForecastingWorkshop

Slides for 3-day forecasting workshop

tscompdata

Time series competition data

forecasting_workshop

quantile_ensemble_talk

Ensemble forecasts with fable for NYCR conference

ResearchHabits

Talk to honours students on developing good research habits

vital

Tidy Analysis Tools for Mortality, Fertility, Migration and Population Data

quantile_ensembles

Book chapter on computing quantile forecasts for ensembles

fma

Data sets from "Forecasting: methods and applications" by Makridakis, Wheelwright & Hyndman (1998)

STR_paper

Article by Dokumentov & Hyndman on Seasonal Trend decomposition using Regression

Rcademy

Mcomp

Data from the M-competitions

expsmooth

Data sets from the book "Forecasting with exponential smoothing: the state space approach" by Hyndman, Koehler, Ord and Snyder (Springer, 2008).

weird-package

All data and functions needed for the book "That's weird: anomaly detection using R" by Rob J Hyndman <https://OTexts.com/weird>

quarto_website_template

Template of quarto website

fbtsa

Talk on feature-based time series analysis using R

fpp3scripts

R scripts used in fpp3 book

linear-hierarchical-forecasting

Paper on linear hierarchical forecasting

ozbabynames

Australian baby names data

highdimts

Talk on high-dimensional time series analysis

reconciliation_review_talk

ISI_Workshop_2019

Materials for 1-day workshop on high dimensional time series analysis at ISI 2019

complex_seasonality_talk

robjhyndman.com

Quarto source files for robjhyndman.com

uncertain_futures

Talk for ACEMS and SSA

Writing-seminar

Academic writing for different audiences

funtsibble

R package for functional time series based on tsibbles

Rmarkdown2020

Talk for Rstudio conf

fable-talk-2018

Talk on tidy forecasting using the fable package

Researchplus

feasts-talk

Talk on time series features, July 2019

time_series_workshop

Workshop on "Exploratory time series analysis using R"

fem-talk

Talk on Hierarchical time series forecasting for emergency services

tsdensities

Paper on estimating a time series of densities

covidtalk

Probabilistic ensemble forecasting of Australian COVID-19 cases

fforma-talk

Talk about Feature-based Forecasting

addb

Australian Demographic Data Base

history_forecasting_competitions

IJF paper on history of forecasting competitions

fr_iif

IIF Lectures on forecast reconciliation, 2023

geometry_reconciliation

Talk on the geometry of forecast reconciliation

combinations_talk

eechidnaPaper

Paper to describe the eechidna R package

forecasting-competitions

Talk on Forecasting Competitions

ftsviz

Data visualization for functional time series

tidyverts2021

Talk on tidyverts packages

quarto-talk-template

fsg_talk

Creating social good for forecasters

pkgmeta

Find details about my R packages

Research_summary

Annual summary of my research for NUMBAT seminar

compenginets

Time series data from http://www.comp-engine.org/

fforma-paper

IJF invited paper on FFORMA applied to M4 data

pension_age_talk

Seminar on determining a sustainable pension age

non-negative-mint

Paper on non-negative reconciliation

ISF_Panel_2019

Slides for final panel session at ISF2019

hprtc-quarto

Quarto version of HPRTC website

paperpile

gratis-talk

Talk about gratis package

MonashLaTeXThesis

statistical_forecasting

Talk for FUTURES symposium

TACforecasting

R package for forecasting for the Victorian Transport Accident Commission

DOJ_lookup

Shiny app to look up Victorian Department of Justice region from postcode or locality

robjhyndman

Personal readme

ISI_talk_2019

Invited talk for ISI-WSC 2019 in Kuala Lumpur

fable_meetup_2019

Talk on fable for Uni of Cardiff

forecast-anomalies-talk