ACON Holding Stock Forecast - Naive Prediction

3710 Stock   5.97  0.07  1.19%   
The Naive Prediction forecasted value of ACON Holding on the next trading day is expected to be 5.46 with a mean absolute deviation of 0.25 and the sum of the absolute errors of 15.51. Investors can use prediction functions to forecast ACON Holding's stock prices and determine the direction of ACON Holding's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of ACON Holding's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in employment. The value of RSI of ACON Holding's stock price is slightly above 66. This suggests that the stock is rather overbought by investors as of today. The main point of the Relative Strength Index (RSI) is to track how fast people are buying or selling ACON, making its price go up or down.

Momentum 66

 Buy Stretched

 
Oversold
 
Overbought
The successful prediction of ACON Holding's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of ACON Holding and does not consider all of the tangible or intangible factors available from ACON Holding's fundamental data. We analyze noise-free headlines and recent hype associated with ACON Holding, which may create opportunities for some arbitrage if properly timed.
Using ACON Holding hype-based prediction, you can estimate the value of ACON Holding from the perspective of ACON Holding response to recently generated media hype and the effects of current headlines on its competitors.
The Naive Prediction forecasted value of ACON Holding on the next trading day is expected to be 5.46 with a mean absolute deviation of 0.25 and the sum of the absolute errors of 15.51.

ACON Holding after-hype prediction price

    
  TWD 5.97  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in employment.

ACON Holding Additional Predictive Modules

Most predictive techniques to examine ACON price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for ACON using various technical indicators. When you analyze ACON charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
A naive forecasting model for ACON Holding is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of ACON Holding 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.

ACON Holding Naive Prediction Price Forecast For the 5th of January

Given 90 days horizon, the Naive Prediction forecasted value of ACON Holding on the next trading day is expected to be 5.46 with a mean absolute deviation of 0.25, mean absolute percentage error of 0.14, and the sum of the absolute errors of 15.51.
Please note that although there have been many attempts to predict ACON 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 ACON Holding's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ACON Holding Stock Forecast Pattern

ACON Holding Forecasted Value

In the context of forecasting ACON Holding'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. ACON Holding's downside and upside margins for the forecasting period are 2.41 and 8.50, respectively. We have considered ACON Holding'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
5.97
5.46
Expected Value
8.50
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 ACON Holding stock data series using in forecasting. Note that when a statistical model is used to represent ACON Holding 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 Criteria116.1432
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2543
MAPEMean absolute percentage error0.039
SAESum of the absolute errors15.5104
This model is not at all useful as a medium-long range forecasting tool of ACON Holding. 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 ACON Holding. 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 ACON Holding

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ACON Holding. 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.

Other Forecasting Options for ACON Holding

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

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

ACON Holding 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 ACON Holding'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 ACON Holding's current price.

ACON Holding Market Strength Events

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

ACON Holding Risk Indicators

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

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 ACON Holding 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 ACON Holding will appreciate offsetting losses from the drop in the long position's value.

Moving against ACON Stock

  0.731303 Nan Ya PlasticsPairCorr
  0.646505 Formosa PetrochemicalPairCorr
  0.572882 Cathay Financial HoldingPairCorr
  0.472303 United MicroelectronicsPairCorr
  0.461301 Formosa Plastics CorpPairCorr
The ability to find closely correlated positions to ACON Holding could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace ACON Holding 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 ACON Holding - 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 ACON Holding to buy it.
The correlation of ACON Holding 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 ACON Holding moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if ACON Holding 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 ACON Holding 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 ACON Stock Analysis

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