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Kynotic Academy

Smarter Learning. Distilled Chapters.

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Browse Faculties
Business, Economics & Management
Finance & Quantitative Finance
Financial Time Series Analysis

COURSE·FQF3007

Financial Time Series Analysis

Quantitative Methods & Mathematics

9 Chapters

Offered in

Finance & Quantitative FinanceFQF3007coreQuantitative Finance
EconomicsECON4001electiveFinancial Economics, Quantitative Economics

Chapters

Fundamentals of Stationary Stochastic Processes

Model Building with ARIMA Processes

Ch 3

The Linear State‑Space Framework

17 min

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Ch 4

Recursive Estimation with the Kalman Filter

10 min

Ch 5

Smoothing, Imputation, and Disturbance Recovery

13 min

Ch 6

Maximum Likelihood Parameter Estimation

12 min

Ch 7

Bayesian Inference via Markov Chain Monte Carlo

15 min

Ch 8

Models for Heteroskedasticity and Structural Change

13 min

Ch 9

Forecasting and Predictive Evaluation

17 min