Fortress Biotech Stock Forecast - Naive Prediction
| FBIO Stock | USD 1.97 0.01 0.51% |
The Naive Prediction forecasted value of Fortress Biotech on the next trading day is expected to be 1.95 with a mean absolute deviation of 0.04 and the sum of the absolute errors of 2.75. Fortress Stock Forecast is based on your current time horizon. Although Fortress Biotech's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Fortress Biotech's systematic risk associated with finding meaningful patterns of Fortress Biotech fundamentals over time.
Fortress |
Open Interest Against 2024-06-21 Fortress Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Fortress Biotech's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Fortress Biotech's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Fortress Biotech stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Fortress Biotech's open interest, investors have to compare it to Fortress Biotech's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Fortress Biotech is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Fortress. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Fortress Biotech 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 Fortress Biotech's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Fortress Biotech's price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Fortress Biotech is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Fortress Biotech 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. Fortress Biotech Naive Prediction Price Forecast For the 13th of June 2024
Given 90 days horizon, the Naive Prediction forecasted value of Fortress Biotech on the next trading day is expected to be 1.95 with a mean absolute deviation of 0.04, mean absolute percentage error of 0, and the sum of the absolute errors of 2.75.Please note that although there have been many attempts to predict Fortress 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 Fortress Biotech's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Fortress Biotech Stock Forecast Pattern
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Fortress Biotech Forecasted Value
In the context of forecasting Fortress Biotech'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. Fortress Biotech's downside and upside margins for the forecasting period are 0.02 and 5.83, respectively. We have considered Fortress Biotech'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.
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 Fortress Biotech stock data series using in forecasting. Note that when a statistical model is used to represent Fortress Biotech 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.| AIC | Akaike Information Criteria | 114.2577 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0444 |
| MAPE | Mean absolute percentage error | 0.0238 |
| SAE | Sum of the absolute errors | 2.7518 |
Predictive Modules for Fortress Biotech
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Fortress Biotech. 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 Fortress Biotech'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.
Other Forecasting Options for Fortress Biotech
For every potential investor in Fortress, whether a beginner or expert, Fortress Biotech's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Fortress Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Fortress. Basic forecasting techniques help filter out the noise by identifying Fortress Biotech's price trends.View Fortress Biotech Related Equities
| Risk & Return | Correlation |
Fortress Biotech 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 Fortress Biotech'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 Fortress Biotech's current price.| Cycle Indicators | ||
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| Momentum Indicators | ||
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| Volume Indicators |
Fortress Biotech Market Strength Events
Market strength indicators help investors to evaluate how Fortress Biotech stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Fortress Biotech shares will generate the highest return on investment. By undertsting and applying Fortress Biotech stock market strength indicators, traders can identify Fortress Biotech entry and exit signals to maximize returns.
| Accumulation Distribution | 4171.12 | |||
| Daily Balance Of Power | 0.1 | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 1.92 | |||
| Day Typical Price | 1.94 | |||
| Price Action Indicator | 0.055 | |||
| Period Momentum Indicator | 0.01 |
Fortress Biotech Risk Indicators
The analysis of Fortress Biotech'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 Fortress Biotech's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting fortress 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.
| Mean Deviation | 2.72 | |||
| Standard Deviation | 4.02 | |||
| Variance | 16.13 |
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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When determining whether Fortress Biotech offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Fortress Biotech'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 Fortress Biotech Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Fortress Biotech Stock:Check out Historical Fundamental Analysis of Fortress Biotech to cross-verify your projections. To learn how to invest in Fortress Stock, please use our How to Invest in Fortress Biotech guide.You can also try the Positions Ratings module to determine portfolio positions ratings based on digital equity recommendations. Macroaxis instant position ratings are based on combination of fundamental analysis and risk-adjusted market performance.
Is Biotechnology space 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 Fortress Biotech. If investors know Fortress 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 Fortress Biotech listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (6.03) | Revenue Per Share 7.954 | Quarterly Revenue Growth 0.048 | Return On Assets (0.34) | Return On Equity (17.40) |
The market value of Fortress Biotech is measured differently than its book value, which is the value of Fortress that is recorded on the company's balance sheet. Investors also form their own opinion of Fortress Biotech's value that differs from its market value or its book value, called intrinsic value, which is Fortress Biotech'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 Fortress Biotech's market value can be influenced by many factors that don't directly affect Fortress Biotech'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 Fortress Biotech's value and its price as these two are different measures arrived at by different means. Investors typically determine if Fortress Biotech is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Fortress Biotech'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.