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---
title: "7. Statistical Analysis and Modelling"
---
# 1: Time Series Analysis
[1. Time Series Analysis Using Forecast Library (Mon/Wed)](https://youtu.be/iCt8uBjFEjo)
[2. Introduction to ARIMA, SARIMA and Parameters Selection (Tues/Thurs)](https://youtu.be/qxEn68VXSNo)
[3. Detecting Outliers in Time Series: 'anomaly', 'tsoutliers', and 'checkresiduals' (Tues/Thurs)](https://youtu.be/ZYdfLpoBVjU)
# 2: Miscellaneous
[4. Sentiment Analysis in Tweets about Fast Fashion (Mon/Wed)](https://youtu.be/xk7L7xJhOyQ)
[5. Causal Inference with Sandwich Package in R (Mon/Wed)](https://youtu.be/r7xCvHttgi0)
[6. Caret Package for Machine Learning (Tues/Thurs)](https://www.youtube.com/watch?v=WDSP9KGcFAA)
[7. Correlation between Google keyword searches and stock prices via regression (Tues/Thurs)](https://youtu.be/J8RPf7fpeio)
[8. Modelling of Body Fat Percentage (Tues/Thurs)](https://youtu.be/UxGtp_KIkL0)