Time Series Analysis (ARIMA) with R

About this guided project

In this project, you will learn to conduct a thorough analysis of a time series data using ARIMA. The project explains the basic concepts of time series analysis and illustrates the same with hands-on activity on R Studio. It describes the types of time series data and its distinct components. The project covers how to conduct diagnostic tests to check for core assumptions of ARIMA, evaluating model process and orders from ACF, PACF graphs. Finally, it derives best fit model to forecast future values.

What skills will you gain?

Time Series Analysis and Forecasting

Statistical Modeling

Data Science

Statistical Analysis

Advanced Analytics

Predictive Analytics

R Programming

Statistical Programming