Risk & Return Analysis for ARTO, JPFA, and MAPI using Mean Variance Frontier Method
- Jeremy Mikael
- Sep 15, 2021
- 1 min read
Updated: Sep 22, 2021
Our Finance & Consumer Goods sector analyst, Jeremy Mikael, made an analysis of Risk and Return using a Mean Variance Frontier method for 3 companies. These companies are PT Bank Jago Tbk (ARTO) from Banking sector, PT Japfa Comfeed Indonesia Tbk (JPFA) from Primary Consumer Goods sector, and PT Mitra Adiperkasa Tbk (MAPI) from Non-Primary Consumer Goods sector. This analysis use daily return based on adjusted closing price in 1 year time frame from 22 September 2020 to 22 September 2021.
The final result are shown below:

From the Mean Variance Frontier graph, we can see that all of these 3 stocks always generate positive return, as seen from the y-axis, there isn't any single point with negative expected return. We suggest to highly consider ARTO, JPFA, and MAPI to your investment portofolio.
Further details regarding the daily return of these 3 companies as well as the full calculation can be accessed through the Microsoft Excel file below:
Thank you.

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