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Time Series
Humanities & Social Sciences Program
Alicante, Spain
Dates: 2/1/21 - 5/27/21
Time Series
OVERVIEW
CEA CAPA Partner Institution: University of Alicante
Location: Alicante, Spain
Primary Subject Area: Mathematics
Instruction in: English
Transcript Source: Partner Institution
Course Details: Level 400
Recommended Semester Credits: 3
Contact Hours: 60
DESCRIPTION
Time series is an optional subject in the itinerary of Mathematics applied to Social Sciences. The objective of the course is to provide an introduction to time series models for univariate time series data. In particular, we will study the class of AutoRegressive Integrated Moving Average (ARIMA) models. Within this class, we will cover the problems of model identification, estimation, selection and model diagnosis and prediction. For computation, visualization and analysis of time series data we will use the free software R. Background on probability and statistical inference will be helpful but not required.
Course will consist of 60hrs of in class work and 90 hrs of independent work outside the classroom.
Course will consist of 60hrs of in class work and 90 hrs of independent work outside the classroom.