Wayside Technology Stock Forecast - Double Exponential Smoothing

PYA Stock  EUR 135.00  5.00  3.85%   
The Double Exponential Smoothing forecasted value of Wayside Technology Group on the next trading day is expected to be 135.50 with a mean absolute deviation of 2.37 and the sum of the absolute errors of 142.20. Wayside Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Wayside Technology'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 Wayside Technology works best with periods where there are trends or seasonality.

Wayside Technology Double Exponential Smoothing Price Forecast For the 27th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Wayside Technology Group on the next trading day is expected to be 135.50 with a mean absolute deviation of 2.37, mean absolute percentage error of 10.24, and the sum of the absolute errors of 142.20.
Please note that although there have been many attempts to predict Wayside 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 Wayside Technology's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Wayside Technology Stock Forecast Pattern

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Wayside Technology Forecasted Value

In the context of forecasting Wayside Technology'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. Wayside Technology's downside and upside margins for the forecasting period are 132.31 and 138.69, respectively. We have considered Wayside Technology'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
135.00
132.31
Downside
135.50
Expected Value
138.69
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 Wayside Technology stock data series using in forecasting. Note that when a statistical model is used to represent Wayside Technology 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 -0.327
MADMean absolute deviation2.37
MAPEMean absolute percentage error0.0242
SAESum of the absolute errors142.2
When Wayside Technology 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 Wayside Technology 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 Wayside Technology observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Wayside Technology

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Wayside Technology. 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
131.86135.00138.14
Details
Intrinsic
Valuation
LowRealHigh
121.50142.45145.59
Details
Bollinger
Band Projection (param)
LowMiddleHigh
103.49119.50135.51
Details

Other Forecasting Options for Wayside Technology

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

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

Wayside Technology 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 Wayside Technology'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 Wayside Technology's current price.

Wayside Technology Market Strength Events

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

Wayside Technology Risk Indicators

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

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Other Information on Investing in Wayside Stock

Wayside Technology financial ratios help investors to determine whether Wayside 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 Wayside with respect to the benefits of owning Wayside Technology security.