Petro Rio Pink Sheet Forecast - Simple Exponential Smoothing

PTRRY Stock  USD 7.15  0.11  1.56%   
The Simple Exponential Smoothing forecasted value of Petro Rio SA on the next trading day is expected to be 7.13 with a mean absolute deviation of 0.19 and the sum of the absolute errors of 11.40. Petro Pink Sheet Forecast is based on your current time horizon.
  
Petro Rio simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Petro Rio SA are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Petro Rio SA prices get older.

Petro Rio Simple Exponential Smoothing Price Forecast For the 29th of December

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Petro Rio SA on the next trading day is expected to be 7.13 with a mean absolute deviation of 0.19, mean absolute percentage error of 0.06, and the sum of the absolute errors of 11.40.
Please note that although there have been many attempts to predict Petro Pink Sheet prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Petro Rio's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Petro Rio Pink Sheet Forecast Pattern

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Petro Rio Forecasted Value

In the context of forecasting Petro Rio's Pink Sheet value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Petro Rio's downside and upside margins for the forecasting period are 3.47 and 10.78, respectively. We have considered Petro Rio's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
7.15
7.13
Expected Value
10.78
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Petro Rio pink sheet data series using in forecasting. Note that when a statistical model is used to represent Petro Rio pink sheet, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria113.4542
BiasArithmetic mean of the errors 0.0087
MADMean absolute deviation0.19
MAPEMean absolute percentage error0.0265
SAESum of the absolute errors11.4018
This simple exponential smoothing model begins by setting Petro Rio SA forecast for the second period equal to the observation of the first period. In other words, recent Petro Rio observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Petro Rio

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Petro Rio SA. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
3.507.1510.80
Details
Intrinsic
Valuation
LowRealHigh
2.436.089.73
Details

Other Forecasting Options for Petro Rio

For every potential investor in Petro, whether a beginner or expert, Petro Rio's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Petro Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Petro. Basic forecasting techniques help filter out the noise by identifying Petro Rio's price trends.

Petro Rio Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Petro Rio pink sheet to make a market-neutral strategy. Peer analysis of Petro Rio could also be used in its relative valuation, which is a method of valuing Petro Rio by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Petro Rio SA Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Petro Rio's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Petro Rio's current price.

Petro Rio Market Strength Events

Market strength indicators help investors to evaluate how Petro Rio pink sheet reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Petro Rio shares will generate the highest return on investment. By undertsting and applying Petro Rio pink sheet market strength indicators, traders can identify Petro Rio SA entry and exit signals to maximize returns.

Petro Rio Risk Indicators

The analysis of Petro Rio's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Petro Rio's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting petro pink sheet prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Tools for Petro Pink Sheet Analysis

When running Petro Rio's price analysis, check to measure Petro Rio's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Petro Rio is operating at the current time. Most of Petro Rio's value examination focuses on studying past and present price action to predict the probability of Petro Rio's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Petro Rio's price. Additionally, you may evaluate how the addition of Petro Rio to your portfolios can decrease your overall portfolio volatility.