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Category: Time series

Visualizing Time Series in R

Posted on May 16, 2020May 17, 2020 by Alex

In this post we describe several methods for visualizing time series data. Time series visualization…

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Stationarity and Non-stationary Time Series with Applications in R

Posted on May 10, 2020May 20, 2020 by Alex

In this post we describe stationary and non-stationary time series. We first ask why we…

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An Introduction to Time Series Smoothing in R

Posted on May 4, 2020May 20, 2020 by Alex

In this post we describe the basics of time series smoothing in R. We first…

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The Autoregressive (AR) Model

Posted on March 1, 2020May 20, 2020 by Alex

In this post we describe the autoregressive (AR) time series model. We define it, describe…

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Testing Predictive Value in Time Series: Granger Causality in R

Posted on November 4, 2019September 13, 2020 by Alex

In this post, we describe Granger causality, which helps us answer the question of whether…

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  • hypothesis testing
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  • Longitudinal Data Analysis
  • Missing Data
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  • Time series
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