Time Series for Actuaries

By MJ the Fellow Actuary

Ratings 4.43 / 5.00
Time Series for Actuaries

What You Will Learn!

  • Time Series
  • Stationary and Markov Property
  • Autocovariance and Autocorrelation Functions
  • White Noise
  • ARIMA Models
  • GARCH Models
  • R past paper questions for the Actuarial Exams

Description

In this course we look at the theory of Time Series that one needs for the Actuarial Exams. We also then do a past paper question from the CS2B exam.

  • What is a Time Series?

  • The Stationary and Markov Property

  • Autocovariance and Autocorrelation functions

  • Partial Autocorrelation functions

  • White Noise and other common Time Series

  • ARIMA

    • Autoregressive

    • Integrated

    • Moving Average

  • Fitting Time Series to Data

  • GARCH models for measuring volatility

  • R Studio Past Exam Question

This course is provided by MJ the Fellow Actuary

Who Should Attend!

  • Advanced Actuarial Students

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Tags

  • Time Series Analysis

Subscribers

1953

Lectures

12

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