Ever Supreme Stock Forecast - Naive Prediction

6712 Stock  TWD 177.00  0.50  0.28%   
The Naive Prediction forecasted value of Ever Supreme Bio on the next trading day is expected to be 175.49 with a mean absolute deviation of 1.83 and the sum of the absolute errors of 111.93. Ever Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Ever Supreme is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Ever Supreme Bio value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Ever Supreme Naive Prediction Price Forecast For the 30th of December

Given 90 days horizon, the Naive Prediction forecasted value of Ever Supreme Bio on the next trading day is expected to be 175.49 with a mean absolute deviation of 1.83, mean absolute percentage error of 4.82, and the sum of the absolute errors of 111.93.
Please note that although there have been many attempts to predict Ever 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 Ever Supreme's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ever Supreme Stock Forecast Pattern

Backtest Ever SupremeEver Supreme Price PredictionBuy or Sell Advice 

Ever Supreme Forecasted Value

In the context of forecasting Ever Supreme'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. Ever Supreme's downside and upside margins for the forecasting period are 174.73 and 176.26, respectively. We have considered Ever Supreme'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
177.00
174.73
Downside
175.49
Expected Value
176.26
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Ever Supreme stock data series using in forecasting. Note that when a statistical model is used to represent Ever Supreme 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 Criteria119.6823
BiasArithmetic mean of the errors None
MADMean absolute deviation1.8349
MAPEMean absolute percentage error0.0103
SAESum of the absolute errors111.9288
This model is not at all useful as a medium-long range forecasting tool of Ever Supreme Bio. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Ever Supreme. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Ever Supreme

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ever Supreme Bio. 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
176.23177.00177.77
Details
Intrinsic
Valuation
LowRealHigh
176.98177.75178.52
Details

Other Forecasting Options for Ever Supreme

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

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

Ever Supreme Bio 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 Ever Supreme'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 Ever Supreme's current price.

Ever Supreme Market Strength Events

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

Ever Supreme Risk Indicators

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

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 Ever Supreme 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 Ever Supreme will appreciate offsetting losses from the drop in the long position's value.

Moving together with Ever Stock

  0.94743 Oneness BiotechPairCorr
  0.916547 Medigen Vaccine BiologicsPairCorr
  0.824174 OBI PharmaPairCorr

Moving against Ever Stock

  0.812881A Fubon Financial HoldingPairCorr
  0.812891 CTBC Financial HoldingPairCorr
  0.792345 Accton Technology CorpPairCorr
  0.782618 Eva Airways CorpPairCorr
  0.768284 Mitake InformationPairCorr
The ability to find closely correlated positions to Ever Supreme could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Ever Supreme 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 Ever Supreme - 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 Ever Supreme Bio to buy it.
The correlation of Ever Supreme 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 Ever Supreme moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Ever Supreme Bio 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 Ever Supreme 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

Additional Tools for Ever Stock Analysis

When running Ever Supreme's price analysis, check to measure Ever Supreme'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 Ever Supreme is operating at the current time. Most of Ever Supreme's value examination focuses on studying past and present price action to predict the probability of Ever Supreme's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Ever Supreme's price. Additionally, you may evaluate how the addition of Ever Supreme to your portfolios can decrease your overall portfolio volatility.