Shufersal Pink Sheet Forecast - Double Exponential Smoothing

SHUFF Stock  USD 12.83  6.48  102.05%   
The Double Exponential Smoothing forecasted value of Shufersal on the next trading day is expected to be 12.83 with a mean absolute deviation of 0.11 and the sum of the absolute errors of 6.48. Shufersal Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Shufersal's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
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 Shufersal works best with periods where there are trends or seasonality.

Shufersal Double Exponential Smoothing Price Forecast For the 27th of December

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Shufersal on the next trading day is expected to be 12.83 with a mean absolute deviation of 0.11, mean absolute percentage error of 0.71, and the sum of the absolute errors of 6.48.
Please note that although there have been many attempts to predict Shufersal 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 Shufersal's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Shufersal Pink Sheet Forecast Pattern

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Shufersal Forecasted Value

In the context of forecasting Shufersal'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. Shufersal's downside and upside margins for the forecasting period are 0.07 and 25.59, respectively. We have considered Shufersal'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
12.83
12.83
Expected Value
25.59
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 Shufersal pink sheet data series using in forecasting. Note that when a statistical model is used to represent Shufersal 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 -0.1098
MADMean absolute deviation0.1098
MAPEMean absolute percentage error0.0086
SAESum of the absolute errors6.48
When Shufersal 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 Shufersal 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 Shufersal observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Shufersal

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Shufersal. 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
0.0712.8325.59
Details
Intrinsic
Valuation
LowRealHigh
0.4713.2325.99
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Shufersal. Your research has to be compared to or analyzed against Shufersal's peers to derive any actionable benefits. When done correctly, Shufersal'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 Shufersal.

Other Forecasting Options for Shufersal

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

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

Shufersal 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 Shufersal'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 Shufersal's current price.

Shufersal Market Strength Events

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

Shufersal Risk Indicators

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

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Other Information on Investing in Shufersal Pink Sheet

Shufersal financial ratios help investors to determine whether Shufersal Pink Sheet 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 Shufersal with respect to the benefits of owning Shufersal security.