Immunic Stock Forecast - 4 Period Moving Average

IMUX Stock  USD 1.30  0.02  1.56%   
The 4 Period Moving Average forecasted value of Immunic on the next trading day is expected to be 1.29 with a mean absolute deviation of  0.05  and the sum of the absolute errors of 2.88. Immunic Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Immunic stock prices and determine the direction of Immunic's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Immunic's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Immunic to cross-verify your projections.
For more information on how to buy Immunic Stock please use our How to Invest in Immunic guide.
  
Most investors in Immunic cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Immunic's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Immunic's price structures and extracts relationships that further increase the generated results' accuracy.
A four-period moving average forecast model for Immunic 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.

Immunic 4 Period Moving Average Price Forecast For the 29th of March

Given 90 days horizon, the 4 Period Moving Average forecasted value of Immunic on the next trading day is expected to be 1.29 with a mean absolute deviation of 0.05, mean absolute percentage error of 0, and the sum of the absolute errors of 2.88.
Please note that although there have been many attempts to predict Immunic 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 Immunic's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Immunic Stock Forecast Pattern

Backtest ImmunicImmunic Price PredictionBuy or Sell Advice 

Immunic Forecasted Value

In the context of forecasting Immunic'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. Immunic's downside and upside margins for the forecasting period are 0.01 and 5.09, respectively. We have considered Immunic'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
1.30
1.29
Expected Value
5.09
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 Immunic stock data series using in forecasting. Note that when a statistical model is used to represent Immunic 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 Criteria105.2943
BiasArithmetic mean of the errors 0.0053
MADMean absolute deviation0.0506
MAPEMean absolute percentage error0.0387
SAESum of the absolute errors2.885
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 Immunic. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Immunic and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Immunic

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Immunic. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Immunic's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
0.071.305.10
Details
Intrinsic
Valuation
LowRealHigh
0.061.265.06
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Immunic. Your research has to be compared to or analyzed against Immunic's peers to derive any actionable benefits. When done correctly, Immunic'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 Immunic.

Other Forecasting Options for Immunic

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

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

Immunic 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 Immunic'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 Immunic's current price.

Immunic Market Strength Events

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

Immunic Risk Indicators

The analysis of Immunic'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 Immunic's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting immunic 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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Immunic in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Immunic's short interest history, or implied volatility extrapolated from Immunic options trading.

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When determining whether Immunic offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Immunic's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Immunic Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Immunic Stock:
Check out Historical Fundamental Analysis of Immunic to cross-verify your projections.
For more information on how to buy Immunic Stock please use our How to Invest in Immunic guide.
You can also try the Pattern Recognition module to use different Pattern Recognition models to time the market across multiple global exchanges.

Complementary Tools for Immunic Stock analysis

When running Immunic's price analysis, check to measure Immunic'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 Immunic is operating at the current time. Most of Immunic's value examination focuses on studying past and present price action to predict the probability of Immunic's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Immunic's price. Additionally, you may evaluate how the addition of Immunic to your portfolios can decrease your overall portfolio volatility.
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Is Immunic's industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Immunic. If investors know Immunic will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Immunic listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of Immunic is measured differently than its book value, which is the value of Immunic that is recorded on the company's balance sheet. Investors also form their own opinion of Immunic's value that differs from its market value or its book value, called intrinsic value, which is Immunic's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Immunic's market value can be influenced by many factors that don't directly affect Immunic's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Immunic's value and its price as these two are different measures arrived at by different means. Investors typically determine if Immunic is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Immunic's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.