Ablerex Electronics Stock Forecast - Naive Prediction

3628 Stock  TWD 47.35  3.75  7.34%   
The Naive Prediction forecasted value of Ablerex Electronics Co on the next trading day is expected to be 49.32 with a mean absolute deviation of 0.77 and the sum of the absolute errors of 47.06. Ablerex Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Ablerex Electronics is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Ablerex Electronics Co 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.

Ablerex Electronics Naive Prediction Price Forecast For the 29th of November

Given 90 days horizon, the Naive Prediction forecasted value of Ablerex Electronics Co on the next trading day is expected to be 49.32 with a mean absolute deviation of 0.77, mean absolute percentage error of 1.10, and the sum of the absolute errors of 47.06.
Please note that although there have been many attempts to predict Ablerex 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 Ablerex Electronics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ablerex Electronics Stock Forecast Pattern

Backtest Ablerex ElectronicsAblerex Electronics Price PredictionBuy or Sell Advice 

Ablerex Electronics Forecasted Value

In the context of forecasting Ablerex Electronics' 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. Ablerex Electronics' downside and upside margins for the forecasting period are 47.18 and 51.45, respectively. We have considered Ablerex Electronics' 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
47.35
49.32
Expected Value
51.45
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 Ablerex Electronics stock data series using in forecasting. Note that when a statistical model is used to represent Ablerex Electronics 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 Criteria118.2082
BiasArithmetic mean of the errors None
MADMean absolute deviation0.7715
MAPEMean absolute percentage error0.0175
SAESum of the absolute errors47.0587
This model is not at all useful as a medium-long range forecasting tool of Ablerex Electronics Co. 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 Ablerex Electronics. 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 Ablerex Electronics

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ablerex Electronics. 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
45.2147.3549.49
Details
Intrinsic
Valuation
LowRealHigh
36.9939.1352.09
Details

Other Forecasting Options for Ablerex Electronics

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

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

Ablerex Electronics 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 Ablerex Electronics' 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 Ablerex Electronics' current price.

Ablerex Electronics Market Strength Events

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

Ablerex Electronics Risk Indicators

The analysis of Ablerex Electronics' 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 Ablerex Electronics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ablerex 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 Ablerex Electronics

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 Ablerex Electronics 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 Ablerex Electronics will appreciate offsetting losses from the drop in the long position's value.

Moving against Ablerex Stock

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  0.412409 AU OptronicsPairCorr
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  0.312327 Yageo CorpPairCorr
The ability to find closely correlated positions to Ablerex Electronics could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Ablerex Electronics 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 Ablerex Electronics - 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 Ablerex Electronics Co to buy it.
The correlation of Ablerex Electronics 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 Ablerex Electronics moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Ablerex Electronics 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 Ablerex Electronics 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 Ablerex Stock Analysis

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