Scandinavian Tobacco Stock Forecast - Triple Exponential Smoothing

STG Stock  DKK 97.40  0.70  0.72%   
The Triple Exponential Smoothing forecasted value of Scandinavian Tobacco Group on the next trading day is expected to be 97.08 with a mean absolute deviation of 0.76 and the sum of the absolute errors of 44.80. Scandinavian Stock Forecast is based on your current time horizon.
  
Triple exponential smoothing for Scandinavian Tobacco - 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 Scandinavian Tobacco 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 Scandinavian Tobacco price movement. However, neither of these exponential smoothing models address any seasonality of Scandinavian Tobacco.

Scandinavian Tobacco Triple Exponential Smoothing Price Forecast For the 24th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Scandinavian Tobacco Group on the next trading day is expected to be 97.08 with a mean absolute deviation of 0.76, mean absolute percentage error of 2.07, and the sum of the absolute errors of 44.80.
Please note that although there have been many attempts to predict Scandinavian 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 Scandinavian Tobacco's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Scandinavian Tobacco Stock Forecast Pattern

Backtest Scandinavian TobaccoScandinavian Tobacco Price PredictionBuy or Sell Advice 

Scandinavian Tobacco Forecasted Value

In the context of forecasting Scandinavian Tobacco'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. Scandinavian Tobacco's downside and upside margins for the forecasting period are 95.77 and 98.40, respectively. We have considered Scandinavian Tobacco'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
97.40
97.08
Expected Value
98.40
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 Scandinavian Tobacco stock data series using in forecasting. Note that when a statistical model is used to represent Scandinavian Tobacco 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 -0.1866
MADMean absolute deviation0.7593
MAPEMean absolute percentage error0.0075
SAESum of the absolute errors44.799
As with simple exponential smoothing, in triple exponential smoothing models past Scandinavian Tobacco 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 Scandinavian Tobacco Group observations.

Predictive Modules for Scandinavian Tobacco

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Scandinavian Tobacco. 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
96.0897.4098.72
Details
Intrinsic
Valuation
LowRealHigh
87.6698.95100.27
Details
Bollinger
Band Projection (param)
LowMiddleHigh
96.5197.1797.83
Details

Other Forecasting Options for Scandinavian Tobacco

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

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

Scandinavian Tobacco 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 Scandinavian Tobacco'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 Scandinavian Tobacco's current price.

Scandinavian Tobacco Market Strength Events

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

Scandinavian Tobacco Risk Indicators

The analysis of Scandinavian Tobacco'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 Scandinavian Tobacco's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting scandinavian 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 Scandinavian Tobacco

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 Scandinavian Tobacco 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 Scandinavian Tobacco will appreciate offsetting losses from the drop in the long position's value.

Moving together with Scandinavian Stock

  0.67JYSK Jyske Bank ASPairCorr

Moving against Scandinavian Stock

  0.77MAERSK-A AP MllerPairCorr
  0.64GRLA GroenlandsbankenPairCorr
  0.48SYDB Sydbank ASPairCorr
The ability to find closely correlated positions to Scandinavian Tobacco could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Scandinavian Tobacco 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 Scandinavian Tobacco - 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 Scandinavian Tobacco Group to buy it.
The correlation of Scandinavian Tobacco 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 Scandinavian Tobacco moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Scandinavian Tobacco 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 Scandinavian Tobacco 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 Scandinavian Stock

Scandinavian Tobacco financial ratios help investors to determine whether Scandinavian 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 Scandinavian with respect to the benefits of owning Scandinavian Tobacco security.