$($Ref$.$ Unit $1$ Slide $13)$ Which of the following is not correct about a market value$-$weighted index?

It is the methodological base of the S&P $500$ Index

Larger firms have a bigger representation in the index

The weight of each stock in the index is proportional to the market value of the stock

It is equivalent to purchasing an equal number of shares of stocks to create a portfolio