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Fixed typos #24

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Fixed typos #24

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20 changes: 5 additions & 15 deletions modern_7_timeseries.ipynb
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
{
in{
"cells": [
{
"cell_type": "markdown",
Expand All @@ -9,7 +9,7 @@
"Pandas started out in the financial world, so naturally it has strong timeseries support.\n",
"\n",
"The first half of this post will look at pandas' capabilities for manipulating time series data.\n",
"The second half will discuss modelling time series data with statsmodels."
"The second half will discuss modeling time series data with statsmodels."
]
},
{
Expand Down Expand Up @@ -1227,8 +1227,6 @@
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
Expand All @@ -1243,13 +1241,13 @@
"## Modeling Time Series\n",
"\n",
"The rest of this post will focus on time series in the econometric sense.\n",
"My indented reader for this section isn't all that clear, so I apologize upfront for any sudden shifts in complexity.\n",
"My intended reader for this section isn't all that clear, so I apologize upfront for any sudden shifts in complexity.\n",
"I'm roughly targeting material that could be presented in a first or second semester applied statisctics course.\n",
"What follows certainly isn't a replacement for that.\n",
"Any formality will be restricted to footnotes for the curious.\n",
"I've put a whole bunch of resources at the end for people earger to learn more.\n",
"I've put a whole bunch of resources at the end for people eager to learn more.\n",
"\n",
"We'll focus on modelling Average Monthly Flights. Let's download the data.\n",
"We'll focus on modeling Average Monthly Flights. Let's download the data.\n",
"If you've been following along in the series, you've seen most of this code before, so feel free to skip."
]
},
Expand Down Expand Up @@ -2122,14 +2120,6 @@
"It's made up of three components, and is typically written as $\\mathrm{ARIMA}(p, d, q)$."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"ARIMA stands for AutoRegressive Integrated Moving Average, and it's a relatively simple way of modeling univariate time series.\n",
"It's made up of three components, and is typically written as $\\mathrm{ARIMA}(p, d, q)$."
]
},
{
"cell_type": "markdown",
"metadata": {},
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