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
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Hi I'm MJ the Fellow Actuary. I've been making educational videos since 2013 on YouTube. I've passed all the actuarial exams and am here to help you do the same. I've majored in Mathematical Statistics and have published research in the South African Journal of Science on Artificial Intelligence. I've also done a Ted Talk on advanced studying methods. As your instructor my purpose is to make sure you understand every concept in these courses. If you get stuck with anything, send me a message, I'm here to help. I'm passionate about philosophy and theology and hope to bring an actuarial angle to these exciting subjects.
