QUANT homework

Times Series Introduction

Moving Averages

• Used to smooth the times series such that the trend can be more easily determined

• Simple n-day moving average is calculated by taking the successive averages of n consecutive values in the time series

• Exponential moving average is a weighted average giving more priority to values observed later in the time series