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add link to new forecasting book
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_list_of_lectures.Rmd

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@@ -77,7 +77,7 @@ forecast <- list(
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html = c("Lectures/Week 2/lec_04_Fitting_ARMA.html", "Lectures/Week 2/lec_04_Forecasting_ARIMA.html"),
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video = "[2025 Video](https://youtu.be/aUX9o3vfZxc)",
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youtube = "",
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reading = c("[HA18: Chap 8.6-8.9](https://otexts.org/fpp2/arima.html)", "[HA18: Chap 7](https://otexts.com/fpp2/expsmooth.html)", "[H18: ARIMA Models](https://fish-forecast.github.io/Fish-Forecast-Bookdown/3-arima-models.html)", "[CM09: Chap 7.1-7.2](Files/Introductory_Time_Series_With_R.pdf)", "[Video 1 2021](https://youtu.be/ML1l4Zk_5Vo)", "[Video 2 2021](https://youtu.be/HOVDmx_juMk)"),
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reading = c("[HA18: Chap 8.6-8.9](https://otexts.org/fpp2/arima.html)", "[HA18: Chap 7](https://otexts.com/fpp2/expsmooth.html)", "[H18: ARIMA Models](https://fish-forecast.github.io/Fish-Forecast-Bookdown/3-arima-models.html)", "[CM09: Chap 7.1-7.2](Files/Introductory_Time_Series_With_R.pdf)", "[Video 1 2021](https://youtu.be/ML1l4Zk_5Vo)", "[Video 2 2021](https://youtu.be/HOVDmx_juMk)", "[Forecasting and Analytics](https://openforecast.org/adam/)"),
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instructor = "Eli"
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)
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```

docs/index.html

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@@ -349,7 +349,7 @@ <h2>
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</center>
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<p><br></p>
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<center>
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<em>This site was last updated at 12:55 on 22 Apr 2025</em>
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<em>This site was last updated at 08:08 on 23 Apr 2025</em>
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</center>
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docs/lectures.html

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ARIMA Models</a> <br><a
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href="Files/Introductory_Time_Series_With_R.pdf">CM09: Chap 7.1-7.2</a>
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<br><a href="https://youtu.be/ML1l4Zk_5Vo">Video 1 2021</a> <br><a
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href="https://youtu.be/HOVDmx_juMk">Video 2 2021</a> <br>
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href="https://youtu.be/HOVDmx_juMk">Video 2 2021</a> <br><a
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href="https://openforecast.org/adam/">Forecasting and Analytics</a> <br>
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</td>
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</tr>
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<tr>

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