Tourmaline Oil Stock Forecast - 4 Period Moving Average

TOU Stock  CAD 65.24  0.84  1.27%   
The 4 Period Moving Average forecasted value of Tourmaline Oil Corp on the next trading day is expected to be 65.74 with a mean absolute deviation of 1.13 and the sum of the absolute errors of 64.18. Tourmaline Stock Forecast is based on your current time horizon. Although Tourmaline Oil's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Tourmaline Oil's systematic risk associated with finding meaningful patterns of Tourmaline Oil fundamentals over time.
  
As of the 2nd of December 2024, Payables Turnover is likely to grow to 3.06, while Inventory Turnover is likely to drop (4.69). . As of the 2nd of December 2024, Net Income Applicable To Common Shares is likely to grow to about 5.4 B, while Common Stock Shares Outstanding is likely to drop about 252.3 M.
A four-period moving average forecast model for Tourmaline Oil Corp is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Tourmaline Oil 4 Period Moving Average Price Forecast For the 3rd of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of Tourmaline Oil Corp on the next trading day is expected to be 65.74 with a mean absolute deviation of 1.13, mean absolute percentage error of 2.11, and the sum of the absolute errors of 64.18.
Please note that although there have been many attempts to predict Tourmaline 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 Tourmaline Oil's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Tourmaline Oil Stock Forecast Pattern

Backtest Tourmaline OilTourmaline Oil Price PredictionBuy or Sell Advice 

Tourmaline Oil Forecasted Value

In the context of forecasting Tourmaline 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. Tourmaline Oil's downside and upside margins for the forecasting period are 64.07 and 67.41, respectively. We have considered Tourmaline 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
65.24
65.74
Expected Value
67.41
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Tourmaline Oil stock data series using in forecasting. Note that when a statistical model is used to represent Tourmaline 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 Criteria111.5068
BiasArithmetic mean of the errors -0.3407
MADMean absolute deviation1.1259
MAPEMean absolute percentage error0.0177
SAESum of the absolute errors64.175
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Tourmaline Oil. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Tourmaline Oil Corp and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Tourmaline 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 Tourmaline Oil 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.
Hype
Prediction
LowEstimatedHigh
64.1865.8467.50
Details
Intrinsic
Valuation
LowRealHigh
52.3854.0472.69
Details
Bollinger
Band Projection (param)
LowMiddleHigh
60.5064.0067.50
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.810.810.81
Details

Other Forecasting Options for Tourmaline Oil

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

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

Tourmaline Oil 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 Tourmaline 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 Tourmaline Oil's current price.

Tourmaline Oil Market Strength Events

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

Tourmaline Oil Risk Indicators

The analysis of Tourmaline 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 Tourmaline Oil's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting tourmaline 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 Tourmaline Oil

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 Tourmaline Oil 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 Tourmaline Oil will appreciate offsetting losses from the drop in the long position's value.

Moving together with Tourmaline Stock

  0.79ENB-PFV Enbridge Pref 5PairCorr
  0.64ENB-PFC Enbridge Pref 11PairCorr
  0.65ENB-PFU Enbridge Pref LPairCorr
  0.68ENS E Split CorpPairCorr
  0.7ENS-PA E Split CorpPairCorr

Moving against Tourmaline Stock

  0.77DII-B Dorel IndustriesPairCorr
  0.72TC Tucows IncPairCorr
  0.66SLF-PH Sun Lif NonPairCorr
  0.61AIM Aimia IncPairCorr
  0.51SAGE Sage Potash CorpPairCorr
The ability to find closely correlated positions to Tourmaline Oil could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Tourmaline Oil 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 Tourmaline Oil - 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 Tourmaline Oil Corp to buy it.
The correlation of Tourmaline Oil 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 Tourmaline Oil moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Tourmaline Oil Corp 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 Tourmaline Oil 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 Tourmaline Stock

Tourmaline Oil financial ratios help investors to determine whether Tourmaline 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 Tourmaline with respect to the benefits of owning Tourmaline Oil security.