Icares Medicus Stock Forecast - 4 Period Moving Average

6612 Stock  TWD 120.00  7.00  5.51%   
The 4 Period Moving Average forecasted value of Icares Medicus on the next trading day is expected to be 123.00 with a mean absolute deviation of 3.48 and the sum of the absolute errors of 202.00. Icares Stock Forecast is based on your current time horizon.
  
A four-period moving average forecast model for Icares Medicus is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Icares Medicus 4 Period Moving Average Price Forecast For the 29th of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of Icares Medicus on the next trading day is expected to be 123.00 with a mean absolute deviation of 3.48, mean absolute percentage error of 22.89, and the sum of the absolute errors of 202.00.
Please note that although there have been many attempts to predict Icares 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 Icares Medicus' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Icares Medicus Stock Forecast Pattern

Backtest Icares MedicusIcares Medicus Price PredictionBuy or Sell Advice 

Icares Medicus Forecasted Value

In the context of forecasting Icares Medicus' 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. Icares Medicus' downside and upside margins for the forecasting period are 120.63 and 125.37, respectively. We have considered Icares Medicus' 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
120.00
120.63
Downside
123.00
Expected Value
125.37
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Icares Medicus stock data series using in forecasting. Note that when a statistical model is used to represent Icares Medicus 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 Criteria115.7277
BiasArithmetic mean of the errors 0.8621
MADMean absolute deviation3.4828
MAPEMean absolute percentage error0.0243
SAESum of the absolute errors202.0
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Icares Medicus. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Icares Medicus and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Icares Medicus

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Icares Medicus. 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
117.63120.00122.37
Details
Intrinsic
Valuation
LowRealHigh
104.85107.22132.00
Details
Bollinger
Band Projection (param)
LowMiddleHigh
116.18129.29142.39
Details

Other Forecasting Options for Icares Medicus

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

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

Icares Medicus 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 Icares Medicus' 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 Icares Medicus' current price.

Icares Medicus Market Strength Events

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

Icares Medicus Risk Indicators

The analysis of Icares Medicus' 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 Icares Medicus' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting icares 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 Icares Medicus

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 Icares Medicus 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 Icares Medicus will appreciate offsetting losses from the drop in the long position's value.

Moving against Icares Stock

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  0.524111 Chi Sheng ChemicalPairCorr
The ability to find closely correlated positions to Icares Medicus could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Icares Medicus 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 Icares Medicus - 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 Icares Medicus to buy it.
The correlation of Icares Medicus 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 Icares Medicus moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Icares Medicus 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 Icares Medicus 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 Icares Stock Analysis

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