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  "Description": "Methods for extracting various features from time series\ndata. The features provided are those from Hyndman, Wang and\nLaptev (2013) <doi:10.1109/ICDMW.2015.104>, Kang, Hyndman and\nSmith-Miles (2017) <doi:10.1016/j.ijforecast.2016.09.004> and\nfrom Fulcher, Little and Jones (2013)\n<doi:10.1098/rsif.2013.0048>. Features include spectral\nentropy, autocorrelations, measures of the strength of\nseasonality and trend, and so on. Users can also define their\nown feature functions.",
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  "Maintainer": "Rob Hyndman <Rob.Hyndman@monash.edu>",
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    "trev_num",
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      "page": "ac_9",
      "title": "Autocorrelation at lag 9. Included for completion and consistency.",
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      "title": "Autocorrelation-based features",
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      "title": "ARCH LM Statistic",
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      "title": "Convert mts object to list of time series",
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        "stability"
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      "title": "Introduction to the tsfeatures package",
      "author": "Yangzhuoran Yang and Rob J Hyndman",
      "engine": "knitr::rmarkdown",
      "headings": [
        "tsfeatures",
        "Installation",
        "Usage",
        "List of features",
        "acf_features",
        "arch_stat",
        "autocorr_features",
        "binarize_mean",
        "compengine feature set",
        "crossing_points",
        "dist_features",
        "entropy",
        "firstzero_ac",
        "flat_spots",
        "heterogeneity",
        "holt_parameters and hw_parameters",
        "hurst",
        "lumpiness and stability",
        "max_level_shift, max_var_shift and max_kl_shift",
        "nonlinearity",
        "pacf_features",
        "pred_features",
        "scal_features",
        "station_features",
        "stl_features",
        "unitroot_kpss and unitroot_pp",
        "zero_proportion",
        "Reproducing papers",
        "Hyndman, Wang and Laptev (ICDM 2015)",
        "Kang, Hyndman & Smith-Miles (IJF 2017)",
        "Resources",
        "License"
      ],
      "created": "2018-10-24 23:12:45",
      "modified": "2026-01-02 03:56:02",
      "commits": 21
    }
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