Vista Oil Stock Forecast - Naive Prediction

VISTAA Stock  MXN 1,122  47.82  4.09%   
The Naive Prediction forecasted value of Vista Oil Gas on the next trading day is expected to be 1,093 with a mean absolute deviation of 24.22 and the sum of the absolute errors of 1,477. Vista Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Vista Oil stock prices and determine the direction of Vista Oil Gas's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Vista Oil's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Vista Oil is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Vista Oil Gas value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Vista Oil Naive Prediction Price Forecast For the 20th of December

Given 90 days horizon, the Naive Prediction forecasted value of Vista Oil Gas on the next trading day is expected to be 1,093 with a mean absolute deviation of 24.22, mean absolute percentage error of 981.30, and the sum of the absolute errors of 1,477.
Please note that although there have been many attempts to predict Vista Stock 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 Vista Oil's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Vista Oil Stock Forecast Pattern

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Vista Oil Forecasted Value

In the context of forecasting Vista Oil's Stock 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. Vista Oil's downside and upside margins for the forecasting period are 1,090 and 1,097, respectively. We have considered Vista Oil'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
1,122
1,093
Expected Value
1,097
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Vista Oil stock data series using in forecasting. Note that when a statistical model is used to represent Vista Oil stock, 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 Criteria124.9994
BiasArithmetic mean of the errors None
MADMean absolute deviation24.2201
MAPEMean absolute percentage error0.0241
SAESum of the absolute errors1477.4253
This model is not at all useful as a medium-long range forecasting tool of Vista Oil Gas. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Vista Oil. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Vista Oil

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Vista Oil Gas. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock 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
1,1661,1701,173
Details
Intrinsic
Valuation
LowRealHigh
906.88910.411,287
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Vista Oil. Your research has to be compared to or analyzed against Vista Oil's peers to derive any actionable benefits. When done correctly, Vista Oil's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Vista Oil Gas.

Other Forecasting Options for Vista Oil

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

Vista Oil 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 Vista Oil stock to make a market-neutral strategy. Peer analysis of Vista Oil could also be used in its relative valuation, which is a method of valuing Vista Oil by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Vista Oil Gas Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Vista Oil'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 Vista Oil's current price.

Vista Oil Market Strength Events

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

Vista Oil Risk Indicators

The analysis of Vista Oil'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 Vista Oil's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting vista stock 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 Information and Resources on Investing in Vista Stock

When determining whether Vista Oil Gas is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if Vista Stock is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Vista Oil Gas Stock. Highlighted below are key reports to facilitate an investment decision about Vista Oil Gas Stock:
Check out Historical Fundamental Analysis of Vista Oil to cross-verify your projections.
You can also try the Economic Indicators module to top statistical indicators that provide insights into how an economy is performing.
Please note, there is a significant difference between Vista Oil's value and its price as these two are different measures arrived at by different means. Investors typically determine if Vista Oil is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Vista Oil's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.