Baytex Energy Stock Forecast - Naive Prediction

BTE Stock  USD 3.02  0.02  0.67%   
The Naive Prediction forecasted value of Baytex Energy Corp on the next trading day is expected to be 2.90 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 4.89. Baytex Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Baytex Energy stock prices and determine the direction of Baytex Energy Corp's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Baytex Energy's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Baytex Energy is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Baytex Energy Corp 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.

Baytex Energy Naive Prediction Price Forecast For the 26th of November

Given 90 days horizon, the Naive Prediction forecasted value of Baytex Energy Corp on the next trading day is expected to be 2.90 with a mean absolute deviation of 0.08, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.89.
Please note that although there have been many attempts to predict Baytex 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 Baytex Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Baytex Energy Stock Forecast Pattern

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Baytex Energy Forecasted Value

In the context of forecasting Baytex Energy'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. Baytex Energy's downside and upside margins for the forecasting period are 0.34 and 5.46, respectively. We have considered Baytex Energy'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
3.02
2.90
Expected Value
5.46
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 Baytex Energy stock data series using in forecasting. Note that when a statistical model is used to represent Baytex Energy 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 Criteria113.5046
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0802
MAPEMean absolute percentage error0.0263
SAESum of the absolute errors4.8936
This model is not at all useful as a medium-long range forecasting tool of Baytex Energy Corp. 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 Baytex Energy. 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 Baytex Energy

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Baytex Energy Corp. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Baytex Energy's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
0.432.995.55
Details
Intrinsic
Valuation
LowRealHigh
1.103.666.22
Details

Other Forecasting Options for Baytex Energy

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

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

Baytex Energy Corp 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 Baytex Energy'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 Baytex Energy's current price.

Baytex Energy Market Strength Events

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

Baytex Energy Risk Indicators

The analysis of Baytex Energy'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 Baytex Energy's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting baytex 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.
When determining whether Baytex Energy Corp is a strong investment it is important to analyze Baytex Energy's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Baytex Energy's future performance. For an informed investment choice regarding Baytex Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Baytex Energy to cross-verify your projections.
You can also try the Volatility Analysis module to get historical volatility and risk analysis based on latest market data.
Is Oil & Gas Exploration & Production space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Baytex Energy. If investors know Baytex will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Baytex Energy listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of Baytex Energy Corp is measured differently than its book value, which is the value of Baytex that is recorded on the company's balance sheet. Investors also form their own opinion of Baytex Energy's value that differs from its market value or its book value, called intrinsic value, which is Baytex Energy's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Baytex Energy's market value can be influenced by many factors that don't directly affect Baytex Energy's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Baytex Energy's value and its price as these two are different measures arrived at by different means. Investors typically determine if Baytex Energy is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Baytex Energy'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.