a) Provide the moving average representation of a random walk model (without a drift component). What does this representation suggest? [6 marks]
b) When comparing the goodness of fit of two possible models, you note that model A provides an Akaike Information Criterion (AIC) value of 65.3, whilst model B provides value of 55.2. Which model is more likely to be responsible for the underlying data- generating-process?