Winnergy Medical Stock Forecast - Triple Exponential Smoothing

WINMED Stock  THB 1.98  0.03  1.54%   
The Triple Exponential Smoothing forecasted value of Winnergy Medical Public on the next trading day is expected to be 1.95 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.76. Winnergy Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Winnergy Medical stock prices and determine the direction of Winnergy Medical Public's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Winnergy Medical's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for Winnergy Medical - 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 Winnergy Medical 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 Winnergy Medical price movement. However, neither of these exponential smoothing models address any seasonality of Winnergy Medical Public.

Winnergy Medical Triple Exponential Smoothing Price Forecast For the 23rd of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Winnergy Medical Public on the next trading day is expected to be 1.95 with a mean absolute deviation of 0.03, mean absolute percentage error of 0, and the sum of the absolute errors of 1.76.
Please note that although there have been many attempts to predict Winnergy 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 Winnergy Medical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Winnergy Medical Stock Forecast Pattern

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Winnergy Medical Forecasted Value

In the context of forecasting Winnergy Medical'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. Winnergy Medical's downside and upside margins for the forecasting period are 0.02 and 3.97, respectively. We have considered Winnergy Medical'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
1.98
1.95
Expected Value
3.97
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 Winnergy Medical stock data series using in forecasting. Note that when a statistical model is used to represent Winnergy Medical 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 -5.0E-4
MADMean absolute deviation0.0298
MAPEMean absolute percentage error0.0146
SAESum of the absolute errors1.7608
As with simple exponential smoothing, in triple exponential smoothing models past Winnergy Medical 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 Winnergy Medical Public observations.

Predictive Modules for Winnergy Medical

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Winnergy Medical Public. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Winnergy Medical's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
0.101.953.97
Details
Intrinsic
Valuation
LowRealHigh
0.081.693.71
Details

Other Forecasting Options for Winnergy Medical

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

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

Winnergy Medical Public 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 Winnergy Medical'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 Winnergy Medical's current price.

Winnergy Medical Market Strength Events

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

Winnergy Medical Risk Indicators

The analysis of Winnergy Medical'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 Winnergy Medical's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting winnergy 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 Winnergy Stock

Winnergy Medical financial ratios help investors to determine whether Winnergy 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 Winnergy with respect to the benefits of owning Winnergy Medical security.