Shuttle Pharmaceuticals Stock Forecast - Polynomial Regression
| SHPH Stock | USD 0.90 0.01 1.12% |
The Polynomial Regression forecasted value of Shuttle Pharmaceuticals on the next trading day is expected to be 0.81 with a mean absolute deviation of 0.15 and the sum of the absolute errors of 9.36. Shuttle Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Shuttle Pharmaceuticals' historical fundamentals, such as revenue growth or operating cash flow patterns.
Shuttle |
Shuttle Pharmaceuticals Polynomial Regression Price Forecast For the 23rd of November
Given 90 days horizon, the Polynomial Regression forecasted value of Shuttle Pharmaceuticals on the next trading day is expected to be 0.81 with a mean absolute deviation of 0.15, mean absolute percentage error of 0.04, and the sum of the absolute errors of 9.36.Please note that although there have been many attempts to predict Shuttle 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 Shuttle Pharmaceuticals' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Shuttle Pharmaceuticals Stock Forecast Pattern
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Shuttle Pharmaceuticals Forecasted Value
In the context of forecasting Shuttle Pharmaceuticals' 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. Shuttle Pharmaceuticals' downside and upside margins for the forecasting period are 0.01 and 9.11, respectively. We have considered Shuttle Pharmaceuticals' 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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Shuttle Pharmaceuticals stock data series using in forecasting. Note that when a statistical model is used to represent Shuttle Pharmaceuticals 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 | 114.8591 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1534 |
| MAPE | Mean absolute percentage error | 0.1044 |
| SAE | Sum of the absolute errors | 9.3575 |
Predictive Modules for Shuttle Pharmaceuticals
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Shuttle Pharmaceuticals. 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.Other Forecasting Options for Shuttle Pharmaceuticals
For every potential investor in Shuttle, whether a beginner or expert, Shuttle Pharmaceuticals' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Shuttle Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Shuttle. Basic forecasting techniques help filter out the noise by identifying Shuttle Pharmaceuticals' price trends.Shuttle Pharmaceuticals 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 Shuttle Pharmaceuticals stock to make a market-neutral strategy. Peer analysis of Shuttle Pharmaceuticals could also be used in its relative valuation, which is a method of valuing Shuttle Pharmaceuticals by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Shuttle Pharmaceuticals 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 Shuttle Pharmaceuticals' 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 Shuttle Pharmaceuticals' current price.| Cycle Indicators | ||
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Shuttle Pharmaceuticals Market Strength Events
Market strength indicators help investors to evaluate how Shuttle Pharmaceuticals stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Shuttle Pharmaceuticals shares will generate the highest return on investment. By undertsting and applying Shuttle Pharmaceuticals stock market strength indicators, traders can identify Shuttle Pharmaceuticals entry and exit signals to maximize returns.
Shuttle Pharmaceuticals Risk Indicators
The analysis of Shuttle Pharmaceuticals' 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 Shuttle Pharmaceuticals' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting shuttle 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 | 5.75 | |||
| Standard Deviation | 8.33 | |||
| Variance | 69.4 |
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.
Currently Active Assets on Macroaxis
When determining whether Shuttle Pharmaceuticals offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Shuttle Pharmaceuticals' 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 Shuttle Pharmaceuticals Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Shuttle Pharmaceuticals Stock:Check out Historical Fundamental Analysis of Shuttle Pharmaceuticals to cross-verify your projections. For more detail on how to invest in Shuttle Stock please use our How to Invest in Shuttle Pharmaceuticals guide.You can also try the Alpha Finder module to use alpha and beta coefficients to find investment opportunities after accounting for the risk.
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 Shuttle Pharmaceuticals. If investors know Shuttle 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 Shuttle Pharmaceuticals listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (4.25) | Return On Assets (0.62) | Return On Equity (1.86) |
The market value of Shuttle Pharmaceuticals is measured differently than its book value, which is the value of Shuttle that is recorded on the company's balance sheet. Investors also form their own opinion of Shuttle Pharmaceuticals' value that differs from its market value or its book value, called intrinsic value, which is Shuttle Pharmaceuticals' 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 Shuttle Pharmaceuticals' market value can be influenced by many factors that don't directly affect Shuttle Pharmaceuticals' 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 Shuttle Pharmaceuticals' value and its price as these two are different measures arrived at by different means. Investors typically determine if Shuttle Pharmaceuticals is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Shuttle Pharmaceuticals' 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.