Which of the following states the objective of time series analysis?

to uncover a pattern in a time series and then extrapolate the pattern into the future

to use present variable values to study what should have been the ideal past values

to analyze the cause$-$and$-$effect relationship of a dependent variable with a time series and one or more other variables

to predict the values of a time series based on one or more other variables