Icape Holding Stock Forecast - 4 Period Moving Average

ALICA Stock   7.64  0.06  0.78%   
The 4 Period Moving Average forecasted value of Icape Holding on the next trading day is expected to be 7.75 with a mean absolute deviation of 0.19 and the sum of the absolute errors of 10.71. Investors can use prediction functions to forecast Icape Holding's stock prices and determine the direction of Icape 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 Icape 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 nation.
  
A four-period moving average forecast model for Icape Holding 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.

Icape Holding 4 Period Moving Average Price Forecast For the 5th of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of Icape Holding on the next trading day is expected to be 7.75 with a mean absolute deviation of 0.19, mean absolute percentage error of 0.07, and the sum of the absolute errors of 10.71.
Please note that although there have been many attempts to predict Icape 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 Icape Holding's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Icape Holding Stock Forecast Pattern

Icape Holding Forecasted Value

In the context of forecasting Icape 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. Icape Holding's downside and upside margins for the forecasting period are 5.34 and 10.15, respectively. We have considered Icape 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
7.64
7.75
Expected Value
10.15
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 Icape Holding stock data series using in forecasting. Note that when a statistical model is used to represent Icape 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 Criteria108.1557
BiasArithmetic mean of the errors 0.0881
MADMean absolute deviation0.1879
MAPEMean absolute percentage error0.0229
SAESum of the absolute errors10.71
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 Icape Holding. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Icape Holding and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Icape 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 Icape 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.
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Icape Holding. Your research has to be compared to or analyzed against Icape Holding's peers to derive any actionable benefits. When done correctly, Icape Holding's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Icape Holding.

Other Forecasting Options for Icape Holding

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

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

Icape 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 Icape 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 Icape Holding's current price.

Icape Holding Market Strength Events

Market strength indicators help investors to evaluate how Icape 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 Icape Holding shares will generate the highest return on investment. By undertsting and applying Icape Holding stock market strength indicators, traders can identify Icape Holding entry and exit signals to maximize returns.

Icape Holding Risk Indicators

The analysis of Icape 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 Icape Holding's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting icape 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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Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Tools for Icape Stock Analysis

When running Icape Holding's price analysis, check to measure Icape 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 Icape Holding is operating at the current time. Most of Icape Holding's value examination focuses on studying past and present price action to predict the probability of Icape 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 Icape Holding's price. Additionally, you may evaluate how the addition of Icape Holding to your portfolios can decrease your overall portfolio volatility.