Course Name: CH5350 : Applied Time Series Analysis

Description: Introduction to TimeSeries - Analysis: Sampling, Quantization? z-Transforms, Fourier Series and Transforms? Random Processes, Auto-Regressive Moving Average (ARMA) models? Auto and Cross-correlation functions, Partial Auto-Correlation Function: Theory, Estimation and Applications? Power Spectrum: Theory, Estimation and Applications? Data/Measurement: Basics and Design of filters for data cleaning and preprocessing? Kalman filter? Applications to process data.

Slot: F

RoomNo: MSB355

Instructor: Arun Tangirala K

Period: JUL-NOV 2013

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