Journey Energy Stock Forecast - Triple Exponential Smoothing

JOY Stock  CAD 2.09  0.02  0.95%   
The Triple Exponential Smoothing forecasted value of Journey Energy on the next trading day is expected to be 2.08 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 2.74. Journey Stock Forecast is based on your current time horizon. Although Journey Energy's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Journey Energy's systematic risk associated with finding meaningful patterns of Journey Energy fundamentals over time.
  
As of the 11th of December 2024, Inventory Turnover is likely to drop to 0.72. In addition to that, Payables Turnover is likely to drop to 1.62. As of the 11th of December 2024, Net Income Applicable To Common Shares is likely to grow to about 187.4 M, while Common Stock Shares Outstanding is likely to drop about 49.5 M.
Triple exponential smoothing for Journey Energy - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Journey Energy prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Journey Energy price movement. However, neither of these exponential smoothing models address any seasonality of Journey Energy.

Journey Energy Triple Exponential Smoothing Price Forecast For the 12th of December 2024

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Journey Energy on the next trading day is expected to be 2.08 with a mean absolute deviation of 0.05, mean absolute percentage error of 0, and the sum of the absolute errors of 2.74.
Please note that although there have been many attempts to predict Journey 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 Journey Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Journey Energy Stock Forecast Pattern

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Journey Energy Forecasted Value

In the context of forecasting Journey 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. Journey Energy's downside and upside margins for the forecasting period are 0.02 and 4.53, respectively. We have considered Journey 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
2.09
2.08
Expected Value
4.53
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Journey Energy stock data series using in forecasting. Note that when a statistical model is used to represent Journey 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 CriteriaHuge
BiasArithmetic mean of the errors 0.0083
MADMean absolute deviation0.0457
MAPEMean absolute percentage error0.0201
SAESum of the absolute errors2.7436
As with simple exponential smoothing, in triple exponential smoothing models past Journey Energy observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Journey Energy observations.

Predictive Modules for Journey 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 Journey Energy. 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
0.102.094.53
Details
Intrinsic
Valuation
LowRealHigh
0.091.864.30
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.000.000.00
Details

Other Forecasting Options for Journey Energy

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

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

Journey Energy 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 Journey 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 Journey Energy's current price.

Journey Energy Market Strength Events

Market strength indicators help investors to evaluate how Journey 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 Journey Energy shares will generate the highest return on investment. By undertsting and applying Journey Energy stock market strength indicators, traders can identify Journey Energy entry and exit signals to maximize returns.

Journey Energy Risk Indicators

The analysis of Journey 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 Journey Energy's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting journey 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.

Pair Trading with Journey Energy

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Journey Energy position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Journey Energy will appreciate offsetting losses from the drop in the long position's value.

Moving against Journey Stock

  0.63ENS E Split CorpPairCorr
  0.61ENS-PA E Split CorpPairCorr
  0.52ENB-PFV Enbridge Pref 5PairCorr
  0.52BUI Buhler IndustriesPairCorr
The ability to find closely correlated positions to Journey Energy could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Journey Energy when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Journey Energy - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Journey Energy to buy it.
The correlation of Journey Energy is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Journey Energy moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Journey Energy moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Journey Energy can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Other Information on Investing in Journey Stock

Journey Energy financial ratios help investors to determine whether Journey Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Journey with respect to the benefits of owning Journey Energy security.