Jerónimo Martins

Jerónimo Martins SGPS, SA Sociedade Aberta (JM) is a Portuguese corporate group that operates in food distribution and specialised retail. It operates more than 4,400 stores in Portugal, Poland, and Colombia. The group is the majority owner of Jerónimo Martins Retail (JMR), which operates the Pingo Doce super- and hypermarket chain in Portugal. JMR has been run as a 51%-49% joint venture with the Dutch firm Ahold Delhaize since 1982. Jerónimo Martins is listed on Euronext Lisbon, under the code JMT, and is part of the PSI-20 index. (https://en.wikipedia.org/wiki/Jer%C3%B3nimo_Martins)

How does JeronimoMartins develop in the past 12 months?

The graph below shows the history of issued buy and sell signals. The light blue part of the graph below shows the signals for the coming month. A red stop is “buy” and a blue dot is “sell”. The red line between buying and selling provides information about how long the JeronimoMartins fund has been in the portfolio

The graph below shows the buy and sell signals given in relation to the price development. In the table below you can see the date that a signal was issued, the type of signal (buy versus sell), whether the signal was issued in the forecast period, and the closing price of the stock on that day. The graph below, therefore, resembles the graph above to a certain extent, only without the forecast.


The PSI20 is a weighted average of the most important 18 companies whose shares can be traded on the Lisbon Stock Exchange. It is now interesting to see how JeronimoMartins share compares with the PSI20. In the graph above, we do this by starting both prices at the same level. That is, the price is indexed to “1”.

How well is the Trading Robot doing? For this, we make a simulation of 12 months each time. We calculate the return the trading robot would have made if you had followed signals for this fund. And we compare the result with if you would do nothing. That is, on day one you buy the fund and 365 days you sell the stock.


This simulation is repeated 31 times. The difference is that with each subsequent simulation the period shifts by one month. When shifting the 12 months, the simulation only looks at the buy and sell signals from that particular period.
The return of the Trading Robot is calculated as follows.

  1. the difference between the price of the fund between selling and buying (of 1 share of the relevant fund)
  2. we calculate the cumulative difference for multiple buy and sell signals
  3. if there has been no sell signal at the end of the 12-month period, we use the price on the last day of the 12-month period
  4. we calculate the average price value of a buy signal
  5. the cumulative difference divided by the average price is the return over the 12 months

The Profit HR (Trading Robot Profit) is the cumulative difference between buy and sell signals of 1 share of the relevant fund
The return of the Trading Robot is the Profit over the last 12 month divided by the price value of the first day of a 12-month period of the relevant fund