Scandinavian Tobacco Pink Sheet Forecast - Double Exponential Smoothing

STBGY Stock  USD 7.16  0.40  5.29%   
The Double Exponential Smoothing forecasted value of Scandinavian Tobacco Group on the next trading day is expected to be 7.16 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 0.98. Scandinavian Pink Sheet Forecast is based on your current time horizon.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Scandinavian Tobacco works best with periods where there are trends or seasonality.

Scandinavian Tobacco Double Exponential Smoothing Price Forecast For the 23rd of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Scandinavian Tobacco Group on the next trading day is expected to be 7.16 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.01, and the sum of the absolute errors of 0.98.
Please note that although there have been many attempts to predict Scandinavian Pink Sheet 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 Pink Sheet Forecast Pattern

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Scandinavian Tobacco Forecasted Value

In the context of forecasting Scandinavian Tobacco's Pink Sheet 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 6.25 and 8.07, 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
7.16
7.16
Expected Value
8.07
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Scandinavian Tobacco pink sheet data series using in forecasting. Note that when a statistical model is used to represent Scandinavian Tobacco pink sheet, 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 0.0058
MADMean absolute deviation0.0166
MAPEMean absolute percentage error0.0022
SAESum of the absolute errors0.98
When Scandinavian Tobacco Group 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 Scandinavian Tobacco Group trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Scandinavian Tobacco observations are given relatively more weight in forecasting than the older 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 pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
6.257.168.07
Details
Intrinsic
Valuation
LowRealHigh
6.427.338.24
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Scandinavian Tobacco. Your research has to be compared to or analyzed against Scandinavian Tobacco's peers to derive any actionable benefits. When done correctly, Scandinavian Tobacco'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 Scandinavian Tobacco.

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 Pink Sheet 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 pink sheet 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 pink sheet 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 pink sheet 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 pink sheet 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 pink sheet 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 Tools for Scandinavian Pink Sheet Analysis

When running Scandinavian Tobacco's price analysis, check to measure Scandinavian Tobacco's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Scandinavian Tobacco is operating at the current time. Most of Scandinavian Tobacco's value examination focuses on studying past and present price action to predict the probability of Scandinavian Tobacco's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Scandinavian Tobacco's price. Additionally, you may evaluate how the addition of Scandinavian Tobacco to your portfolios can decrease your overall portfolio volatility.