Vigil Neuroscience Stock Forecast - Simple Regression
| VIGL Stock | USD 2.65 0.19 6.69% |
The Simple Regression forecasted value of Vigil Neuroscience on the next trading day is expected to be 3.16 with a mean absolute deviation of 0.19 and the sum of the absolute errors of 11.44. Vigil Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Vigil Neuroscience stock prices and determine the direction of Vigil Neuroscience's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Vigil Neuroscience's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Vigil Neuroscience's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Vigil Neuroscience's systematic risk associated with finding meaningful patterns of Vigil Neuroscience fundamentals over time.
Check out Historical Fundamental Analysis of Vigil Neuroscience to cross-verify your projections. Vigil |
Most investors in Vigil Neuroscience 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 Vigil Neuroscience's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Vigil Neuroscience's price structures and extracts relationships that further increase the generated results' accuracy.
Simple Regression model is a single variable regression model that attempts to put a straight line through Vigil Neuroscience 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. Vigil Neuroscience Simple Regression Price Forecast For the 24th of April
Given 90 days horizon, the Simple Regression forecasted value of Vigil Neuroscience on the next trading day is expected to be 3.16 with a mean absolute deviation of 0.19, mean absolute percentage error of 0.05, and the sum of the absolute errors of 11.44.Please note that although there have been many attempts to predict Vigil 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 Vigil Neuroscience's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Vigil Neuroscience Stock Forecast Pattern
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Vigil Neuroscience Forecasted Value
In the context of forecasting Vigil Neuroscience'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. Vigil Neuroscience's downside and upside margins for the forecasting period are 0.03 and 8.84, respectively. We have considered Vigil Neuroscience'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 Simple Regression forecasting method's relative quality and the estimations of the prediction error of Vigil Neuroscience stock data series using in forecasting. Note that when a statistical model is used to represent Vigil Neuroscience 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 | 115.0999 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1875 |
| MAPE | Mean absolute percentage error | 0.0616 |
| SAE | Sum of the absolute errors | 11.4357 |
Predictive Modules for Vigil Neuroscience
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Vigil Neuroscience. 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 Vigil Neuroscience'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 Vigil Neuroscience
For every potential investor in Vigil, whether a beginner or expert, Vigil Neuroscience's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Vigil Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Vigil. Basic forecasting techniques help filter out the noise by identifying Vigil Neuroscience's price trends.Vigil Neuroscience 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 Vigil Neuroscience stock to make a market-neutral strategy. Peer analysis of Vigil Neuroscience could also be used in its relative valuation, which is a method of valuing Vigil Neuroscience by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Vigil Neuroscience 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 Vigil Neuroscience'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 Vigil Neuroscience's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Vigil Neuroscience Market Strength Events
Market strength indicators help investors to evaluate how Vigil Neuroscience stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Vigil Neuroscience shares will generate the highest return on investment. By undertsting and applying Vigil Neuroscience stock market strength indicators, traders can identify Vigil Neuroscience entry and exit signals to maximize returns.
Vigil Neuroscience Risk Indicators
The analysis of Vigil Neuroscience'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 Vigil Neuroscience's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting vigil 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 | 4.36 | |||
| Semi Deviation | 4.63 | |||
| Standard Deviation | 5.63 | |||
| Variance | 31.69 | |||
| Downside Variance | 22.12 | |||
| Semi Variance | 21.39 | |||
| Expected Short fall | (4.89) |
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.
Also Currently Popular
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.When determining whether Vigil Neuroscience is a strong investment it is important to analyze Vigil Neuroscience'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 Vigil Neuroscience's future performance. For an informed investment choice regarding Vigil Stock, refer to the following important reports:Check out Historical Fundamental Analysis of Vigil Neuroscience to cross-verify your projections. For more information on how to buy Vigil Stock please use our How to buy in Vigil Stock guide.Note that the Vigil Neuroscience information on this page should be used as a complementary analysis to other Vigil Neuroscience's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Money Flow Index module to determine momentum by analyzing Money Flow Index and other technical indicators.
Complementary Tools for Vigil Stock analysis
When running Vigil Neuroscience's price analysis, check to measure Vigil Neuroscience'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 Vigil Neuroscience is operating at the current time. Most of Vigil Neuroscience's value examination focuses on studying past and present price action to predict the probability of Vigil Neuroscience's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Vigil Neuroscience's price. Additionally, you may evaluate how the addition of Vigil Neuroscience to your portfolios can decrease your overall portfolio volatility.
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Is Vigil Neuroscience'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 Vigil Neuroscience. If investors know Vigil 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 Vigil Neuroscience listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (2.13) | Return On Assets (0.33) | Return On Equity (0.54) |
The market value of Vigil Neuroscience is measured differently than its book value, which is the value of Vigil that is recorded on the company's balance sheet. Investors also form their own opinion of Vigil Neuroscience's value that differs from its market value or its book value, called intrinsic value, which is Vigil Neuroscience'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 Vigil Neuroscience's market value can be influenced by many factors that don't directly affect Vigil Neuroscience'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 Vigil Neuroscience's value and its price as these two are different measures arrived at by different means. Investors typically determine if Vigil Neuroscience is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Vigil Neuroscience'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.