Fusion Pharm Stock Forecast - Simple Regression

FSPM Stock  USD 0.0001  0.00  0.00%   
The Simple Regression forecasted value of Fusion Pharm on the next trading day is expected to be 0.0001 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. Fusion Stock Forecast is based on your current time horizon. Although Fusion Pharm's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Fusion Pharm's systematic risk associated with finding meaningful patterns of Fusion Pharm fundamentals over time.
  
At this time, Fusion Pharm's Other Current Liabilities is very stable compared to the past year. As of the 25th of November 2024, Other Assets is likely to grow to 311.54, while Total Current Liabilities is likely to drop 5,325.
Simple Regression model is a single variable regression model that attempts to put a straight line through Fusion Pharm price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Fusion Pharm Simple Regression Price Forecast For the 26th of November

Given 90 days horizon, the Simple Regression forecasted value of Fusion Pharm on the next trading day is expected to be 0.0001 with a mean absolute deviation of 0, mean absolute percentage error of 0, and the sum of the absolute errors of 0.
Please note that although there have been many attempts to predict Fusion 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 Fusion Pharm's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Fusion Pharm Stock Forecast Pattern

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Fusion Pharm Forecasted Value

In the context of forecasting Fusion Pharm'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. Fusion Pharm's downside and upside margins for the forecasting period are 0.0001 and 0.0001, respectively. We have considered Fusion Pharm'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
0.0001
0.0001
Downside
0.0001
Expected Value
0.0001
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Fusion Pharm stock data series using in forecasting. Note that when a statistical model is used to represent Fusion Pharm 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 Criteria30.3989
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.0
SAESum of the absolute errors0.0
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Fusion Pharm historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Fusion Pharm

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Fusion Pharm. 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
0.000.00010.00
Details
Intrinsic
Valuation
LowRealHigh
0.000.0000840.00
Details
Bollinger
Band Projection (param)
LowMiddleHigh
0.00010.00010.0001
Details

Other Forecasting Options for Fusion Pharm

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

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

Fusion Pharm 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 Fusion Pharm'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 Fusion Pharm's current price.

Fusion Pharm Market Strength Events

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

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When determining whether Fusion Pharm is a strong investment it is important to analyze Fusion Pharm's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Fusion Pharm's future performance. For an informed investment choice regarding Fusion Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Fusion Pharm to cross-verify your projections.
To learn how to invest in Fusion Stock, please use our How to Invest in Fusion Pharm guide.
You can also try the FinTech Suite module to use AI to screen and filter profitable investment opportunities.
Is Consumer Staples Distribution & Retail 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 Fusion Pharm. If investors know Fusion 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 Fusion Pharm listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
(0.15)
Revenue Per Share
0.133
Return On Assets
(1.38)
The market value of Fusion Pharm is measured differently than its book value, which is the value of Fusion that is recorded on the company's balance sheet. Investors also form their own opinion of Fusion Pharm's value that differs from its market value or its book value, called intrinsic value, which is Fusion Pharm'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 Fusion Pharm's market value can be influenced by many factors that don't directly affect Fusion Pharm'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 Fusion Pharm's value and its price as these two are different measures arrived at by different means. Investors typically determine if Fusion Pharm is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Fusion Pharm'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.