CRAN task views
Selected R packages I’ve coauthored
Tidy time series analysis and forecasting
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Tidy Temporal Data Frames and Tools: as described in Wang, Cook & Hyndman (2020). | Github | CRAN |
Monthly downloads: 29719 |
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Diverse Datasets for ‘tsibble’. | Github | CRAN |
Monthly downloads: 10516 |
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Feature Extraction and Statistics for Time Series. | Github | CRAN |
Monthly downloads: 15466 |
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Forecasting Models for Tidy Time Series. | Github | CRAN |
Monthly downloads: 17045 |
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Core Tools for Packages in the ‘fable’ Framework. | Github | CRAN |
Monthly downloads: 20000 |
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Forecasting Binary Time Series. | Github | ||
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Fast Additive Switching of Seasonality, Trend and Exogenous Regressors. | Github | ||
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Supporting Graphs for Analysing Time Series: as described in Wang, Cook & Hyndman (2020). | Github | CRAN |
Monthly downloads: 632 |
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Explore Probability Distributions for Bivariate Temporal Granularities: as described in Gupta, Hyndman, Cook & Unwin (2020). | Github | CRAN |
Monthly downloads: 233 |
Other time series analysis and forecasting
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Breaks for Additive Season and Trend: as described in Verbesselt et al (2010a) and Verbesselt et al (2010b). | Github | CRAN |
Monthly downloads: 1033 |
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CONDitional UI for Time Series normalisation. | Github | ||
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Forecasting Functions for Time Series and Linear Models: as described in Hyndman & Khandakar (2008). | Github | CRAN |
Monthly downloads: 312532 |
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Generating Time Series with Diverse and Controllable Characteristics: as described in Kang, Hyndman & Li (2020). | Github | CRAN |
Monthly downloads: 337 |
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Hierarchical and Grouped Time Series: as described in Hyndman, Ahmed, Athanasopoulos & Shang (2011) and Wickramasuriya, Athanasopoulos & Hyndman (2019). | Github | CRAN |
Monthly downloads: 9180 |
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Monash Electricity Forecasting Model: as described in Hyndman & Fan (2010). | Github | ||
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Feature-Based Forecast Model Selection: as described in Talagala, Hyndman & Athanasopoulos (2018). | Github | CRAN |
Monthly downloads: 266 |
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STR Decomposition: as described in Dokumentov & Hyndman (2020). | CRAN |
Monthly downloads: 845 |
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Temporal Hierarchical Forecasting: as described in Athanasopoulos et al (2017). | Github | CRAN |
Monthly downloads: 9373 |
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Time Series Feature Extraction: as described in Hyndman, Wang & Laptev (2015) and Kang, Hyndman & Smith-Miles (2017). | Github | CRAN |
Monthly downloads: 91556 |
Time series data
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Time series data from comp-engine.org. | Github | ||
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Data sets from Hyndman, Koehler, Ord & Snyder (2008), Forecasting with exponential smoothing: the state space approach, Springer. | Github | CRAN |
Monthly downloads: 9415 |
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Data sets from Makridakis, Wheelwright & Hyndman (1998), Forecasting: methods and applications, Wiley. | Github | CRAN |
Monthly downloads: 10614 |
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Data sets from Hyndman & Athanasopoulos (2014) Forecasting: principles and practice, OTexts. | CRAN |
Monthly downloads: 3353 |
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Data sets from Hyndman & Athanasopoulos (2018) Forecasting: principles and practice, 2nd edition, OTexts. | Github | CRAN |
Monthly downloads: 15112 |
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Data sets from Hyndman & Athanasopoulos (2021) Forecasting: principles and practice, 3rd edition, OTexts. | Github | CRAN |
Monthly downloads: 13973 |
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Data from the M-Competitions. | Github | CRAN |
Monthly downloads: 5185 |
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Import and explore freely available Australian data sets. | Github | ||
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Time series data from various forecasting competitions. | Github | ||
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Time Series Data Library. | Github |
Anomaly detection
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Leave One Out Kernel Density Estimates for Outlier Detection: as described in Kandanaarachchi and Hyndman (2021). | Github | CRAN |
Monthly downloads: 733 |
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Anomaly Detection in High Dimensional and Temporal Data: as described in Talagala, Hyndman & Smith-Miles (2021). | Github | CRAN |
Monthly downloads: 220 |
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Outlier Detection in Data Streams: as described in Talagala, Hyndman, Smith-Miles, Kandanaarachichi & Muñoz (2020). | Github | CRAN |
Monthly downloads: 135 |
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Outlier Detection in Data from Water-Quality Sensors: as described in Talagala, Hyndman, Leigh, Mengersen & Smith-Miles (2019). | Github | ||
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Anomaly Detection in Temporal Networks: as described in Kandanaarachchi & Hyndman (2022). | Github | CRAN |
Monthly downloads: 156 |
Functional data and demography
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Australian Demographic Data Bank. | Github | ||
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Forecasting Mortality, Fertility, Migration and Population Data: as described in Hyndman, Booth & Yasmeen (2013) and Hyndman & Ullah (2007). | Github | CRAN |
Monthly downloads: 2910 |
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Functional Data Sets. | CRAN |
Monthly downloads: 13669 |
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Functional Time Series Analysis. | CRAN |
Monthly downloads: 3282 |
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Bagplots, Boxplots and Rainbow Plots for Functional Data: as described in Hyndman & Shang (2010). | CRAN |
Monthly downloads: 13823 |
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Seasonal Functional Autoregressive Models: as described in Zamani, Haghbin, Hashemi & Hyndman (2001). | Github | CRAN |
Monthly downloads: 215 |
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Smoothing of Two-Dimensional Demographic Data, Optionally Taking into Account Period and Cohort Effects: as described in Dokumentov, Hyndman & Tickle (2018). | CRAN |
Monthly downloads: 146 |
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Tidy Analysis Tools for Mortality, Fertility, Migration and Population Data. | Github |
Rmarkdown
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‘binb’ is not ‘Beamer’. | Github | CRAN |
Monthly downloads: 408 |
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Consolidated tools and templates for staff at Monash University. | Github | ||
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Article Formats for R Markdown. | Github | CRAN |
Monthly downloads: 7786 |
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Curriculum Vitae for R Markdown. | Github | CRAN |
Monthly downloads: 1629 |
Other
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Forecasting Functions for the Transport Accident Commission. | Github | ||
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International Cricket Data. | Github | CRAN |
Monthly downloads: 430 |
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Exploring Election and Census Highly Informative Data Nationally for Australia: as described in Forbes, Cook & Hyndman (2020). | Github | CRAN |
Monthly downloads: 155 |
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Visualisation of Highest Density Regions in ‘ggplot2’: as described in Hyndman (1996). | Github | CRAN |
Monthly downloads: 195 |
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Highest Density Regions and Conditional Density Estimation: as described in Hyndman (1996) and Hyndman, Bashtannyk & Grunwald (1996). | Github | CRAN |
Monthly downloads: 13653 |
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Australian Popular Baby Names. | Github | ||
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Find details about R packages on CRAN or github. | Github | ||
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Tools to assist with academic promotions. | Github |
Quarto extensions
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Monash Letter TemplateCreate a letter on Monash University letterhead. |
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Monash Memo TemplateCreate a memo with optional Monash University branding. |
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Monash Working Paper TemplateCreate a working paper for the Department of Econometrics & Business Statistics, Monash University. |
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Monash Report TemplateCreate a Monash University report. |
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Monash Thesis TemplateCreate a Monash University thesis. Either fork or download the repository to get started. |