Question $7(3$ points$)$

Use the data provided in the table and the chart $($the chart graphs the data represented in the table$)$ to answer the question.

Examine the provided dataset, which contains historical values across a time series. Your task is to develop a model capable of forecasting future data points. The data exhibits certain characteristics which are apparent in the provided table and chart.

Year

Quarter

Sales $($Volume$)$

$2014$

$1$

$52$

$2014$

$2$

$65$

$2014$

$3$

$80$

$2014$

$4$

$60$

$2015$

$1$

$58$

$2015$

$2$

$74$

$2015$

$3$

$87$

$2015$

$4$

$61$

$2016$

$1$

$59$

$2016$

$2$

$76$

$2016$

$3$

$70$

$2016$

$4$

$63$

$2017$

$1$

$62$

$2017$

$2$

$71$

$2017$

$3$

$81$

$2017$

$4$

$64$

$2018$

$1$

$67$

$2018$

$2$

$84$

$2018$

$3$

$87$

$2018$

$4$

$70$

Identify the most appropriate forecasting technique$($s$)$ to model the given data.

Question $7$ options:

Linear Regression

Decomposition

Multiple regression

Moving Average