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Prince Joseph Javier 2021-02-18 21:38:37 +08:00
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06_ConvergentCrossMappingandSugiharaCausality/ccm_sugihara.ipynb
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"cell_type": "markdown",
"metadata": {},
"source": [
"### Why understand causality?\n",
"### Importance of understanding causality\n",
"We define causality as the influence of one variable on another. Understanding causality is important because it allows us to:\n",
"* Explain phenomena that they are not necessarily supernatural/paranormal\n",
"* Anticipate the future and make the necessary adjustments\n",
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"metadata": {},
"source": [
"## Related Concepts\n",
"We briefly discuss key concepts related to CCM.\n",
"We briefly discuss key concepts related to CCM. Many of these concepts have been tackled in depth in the previous chapter: Dynamical Forecasting Methods\n",
"\n",
"### Deterministic Dynamical Systems\n",
"\"Deterministic\" means there's no randomness in the system (even if it may look random, e.g. chaos). \"Dynamical\" means the values or \"states\" of the system change over time. \"System\" means it's a set of things that interact with each other.\n",