Get the time series index (date or date-time component), time series signature (feature extraction of date or date-time component for time series machine learning), and time series summary (summary attributes about time series). Create future time series based on properties of existing time series index using logistic regression. Coerce between time-based tibbles ('tbl') and 'xts', 'zoo', and 'ts'. Methods discussed herein are commonplace in machine learning, and have been cited in various literature. Refer to "Calendar Effects" in papers such as Taieb, Souhaib Ben. "Machine learning strategies for multi-step-ahead time series forecasting." Universit Libre de Bruxelles, Belgium (2014): 75-86. <http://souhaib-bentaieb.com/pdf/2014_phd.pdf>.
| Version: | 0.1.2 |
| Depends: | R (≥ 3.3.0) |
| Imports: | dplyr (≥ 0.7.0), lazyeval (≥ 0.2.0), lubridate (≥ 1.6.0), padr (≥ 0.3.0), purrr (≥ 0.2.2), readr (≥ 1.0.0), stringi (≥ 1.1.5), tibble (≥ 1.2), tidyr (≥ 0.6.1), xts (≥ 0.9-7), zoo (≥ 1.7-14) |
| Suggests: | tidyverse, broom, forcats, forecast, knitr, rmarkdown, robets, scales, stringr, testthat, tidyquant, fracdiff, timeDate, timeSeries, tseries |
| Published: | 2019-09-25 |
| Author: | Matt Dancho [aut, cre], Davis Vaughan [aut] |
| Maintainer: | Matt Dancho <mdancho at business-science.io> |
| BugReports: | https://github.com/business-science/timetk/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/business-science/timetk |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| In views: | TimeSeries |
| CRAN checks: | timetk results |
| Reference manual: | timetk.pdf |
| Vignettes: |
Time Series Coercion Using timetk Working with the Time Series Index using timetk Making a Future Time Series Index using timetk Forecasting Using a Time Series Signature with timetk |
| Package source: | timetk_0.1.2.tar.gz |
| Windows binaries: | r-devel: timetk_0.1.2.zip, r-devel-gcc8: timetk_0.1.2.zip, r-release: timetk_0.1.2.zip, r-oldrel: timetk_0.1.2.zip |
| OS X binaries: | r-release: timetk_0.1.2.tgz, r-oldrel: timetk_0.1.2.tgz |
| Old sources: | timetk archive |
| Reverse imports: | alphavantager, anomalize, sweep, tidyquant |
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