Edesa Biotech Stock Forecast - Polynomial Regression
| EDSA Stock | USD 2.30 0.09 4.07% |
The Polynomial Regression forecasted value of Edesa Biotech on the next trading day is expected to be 2.00 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.80. Edesa Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Edesa Biotech stock prices and determine the direction of Edesa Biotech's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Edesa Biotech's historical fundamentals, such as revenue growth or operating cash flow patterns.
Edesa |
Edesa Biotech Polynomial Regression Price Forecast For the 30th of November
Given 90 days horizon, the Polynomial Regression forecasted value of Edesa Biotech on the next trading day is expected to be 2.00 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.04, and the sum of the absolute errors of 9.80.Please note that although there have been many attempts to predict Edesa 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 Edesa Biotech's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Edesa Biotech Stock Forecast Pattern
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Edesa Biotech Forecasted Value
In the context of forecasting Edesa 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. Edesa Biotech's downside and upside margins for the forecasting period are 0.02 and 6.12, respectively. We have considered Edesa 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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Edesa Biotech stock data series using in forecasting. Note that when a statistical model is used to represent Edesa 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 | 114.7647 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1607 |
| MAPE | Mean absolute percentage error | 0.0489 |
| SAE | Sum of the absolute errors | 9.8034 |
Predictive Modules for Edesa 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 Edesa 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 Edesa 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 Edesa Biotech
For every potential investor in Edesa, whether a beginner or expert, Edesa Biotech's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Edesa Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Edesa. Basic forecasting techniques help filter out the noise by identifying Edesa Biotech's price trends.Edesa Biotech 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 Edesa Biotech stock to make a market-neutral strategy. Peer analysis of Edesa Biotech could also be used in its relative valuation, which is a method of valuing Edesa Biotech by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Edesa 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 Edesa 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 Edesa Biotech's current price.| Cycle Indicators | ||
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| Momentum Indicators | ||
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| Volume Indicators |
Edesa Biotech Market Strength Events
Market strength indicators help investors to evaluate how Edesa 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 Edesa Biotech shares will generate the highest return on investment. By undertsting and applying Edesa Biotech stock market strength indicators, traders can identify Edesa Biotech entry and exit signals to maximize returns.
Edesa Biotech Risk Indicators
The analysis of Edesa 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 Edesa Biotech's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting edesa 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 | 2.94 | |||
| Standard Deviation | 4.16 | |||
| Variance | 17.34 |
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 Edesa Biotech offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Edesa 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 Edesa Biotech Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Edesa Biotech Stock:Check out Historical Fundamental Analysis of Edesa Biotech to cross-verify your projections. For information on how to trade Edesa Stock refer to our How to Trade Edesa Stock guide.You can also try the Cryptocurrency Center module to build and monitor diversified portfolio of extremely risky digital assets and cryptocurrency.
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 Edesa Biotech. If investors know Edesa 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 Edesa 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 (19.78) | Quarterly Revenue Growth (1.00) | Return On Assets (0.72) | Return On Equity (1.29) |
The market value of Edesa Biotech is measured differently than its book value, which is the value of Edesa that is recorded on the company's balance sheet. Investors also form their own opinion of Edesa Biotech's value that differs from its market value or its book value, called intrinsic value, which is Edesa 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 Edesa Biotech's market value can be influenced by many factors that don't directly affect Edesa 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 Edesa Biotech's value and its price as these two are different measures arrived at by different means. Investors typically determine if Edesa Biotech is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Edesa 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.