Cyclerion Therapeutics Stock Forecast - 4 Period Moving Average
| CYCN Stock | USD 2.75 0.18 6.14% |
The 4 Period Moving Average forecasted value of Cyclerion Therapeutics on the next trading day is expected to be 2.86 with a mean absolute deviation of 0.21 and the sum of the absolute errors of 11.76. Cyclerion Stock Forecast is based on your current time horizon. Although Cyclerion Therapeutics' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Cyclerion Therapeutics' systematic risk associated with finding meaningful patterns of Cyclerion Therapeutics fundamentals over time.
Cyclerion |
Cyclerion Therapeutics 4 Period Moving Average Price Forecast For the 24th of September
Given 90 days horizon, the 4 Period Moving Average forecasted value of Cyclerion Therapeutics on the next trading day is expected to be 2.86 with a mean absolute deviation of 0.21, mean absolute percentage error of 0.10, and the sum of the absolute errors of 11.76.Please note that although there have been many attempts to predict Cyclerion 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 Cyclerion Therapeutics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Cyclerion Therapeutics Stock Forecast Pattern
| Backtest Cyclerion Therapeutics | Cyclerion Therapeutics Price Prediction | Buy or Sell Advice |
Cyclerion Therapeutics Forecasted Value
In the context of forecasting Cyclerion Therapeutics' 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. Cyclerion Therapeutics' downside and upside margins for the forecasting period are 0.03 and 13.99, respectively. We have considered Cyclerion Therapeutics' 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 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Cyclerion Therapeutics stock data series using in forecasting. Note that when a statistical model is used to represent Cyclerion Therapeutics 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 | 108.4635 |
| Bias | Arithmetic mean of the errors | -0.0243 |
| MAD | Mean absolute deviation | 0.2064 |
| MAPE | Mean absolute percentage error | 0.0668 |
| SAE | Sum of the absolute errors | 11.7625 |
Predictive Modules for Cyclerion Therapeutics
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Cyclerion Therapeutics. 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 Cyclerion Therapeutics' 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 Cyclerion Therapeutics
For every potential investor in Cyclerion, whether a beginner or expert, Cyclerion Therapeutics' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Cyclerion Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Cyclerion. Basic forecasting techniques help filter out the noise by identifying Cyclerion Therapeutics' price trends.View Cyclerion Therapeutics Related Equities
| Risk & Return | Correlation |
Cyclerion Therapeutics 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 Cyclerion Therapeutics' 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 Cyclerion Therapeutics' current price.| Cycle Indicators | ||
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Cyclerion Therapeutics Market Strength Events
Market strength indicators help investors to evaluate how Cyclerion Therapeutics stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Cyclerion Therapeutics shares will generate the highest return on investment. By undertsting and applying Cyclerion Therapeutics stock market strength indicators, traders can identify Cyclerion Therapeutics entry and exit signals to maximize returns.
Cyclerion Therapeutics Risk Indicators
The analysis of Cyclerion Therapeutics' 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 Cyclerion Therapeutics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting cyclerion 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 | 6.96 | |||
| Semi Deviation | 6.97 | |||
| Standard Deviation | 11.13 | |||
| Variance | 123.83 | |||
| Downside Variance | 62.0 | |||
| Semi Variance | 48.64 | |||
| Expected Short fall | (8.09) |
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.
Pair Trading with Cyclerion Therapeutics
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Cyclerion Therapeutics position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Cyclerion Therapeutics will appreciate offsetting losses from the drop in the long position's value.Moving against Cyclerion Stock
| 0.52 | MBIO | Mustang Bio | PairCorr |
| 0.45 | RANI | Rani Therapeutics | PairCorr |
| 0.41 | REVBW | Revelation Biosciences | PairCorr |
| 0.36 | DYAI | Dyadic International | PairCorr |
The ability to find closely correlated positions to Cyclerion Therapeutics could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Cyclerion Therapeutics when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Cyclerion Therapeutics - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Cyclerion Therapeutics to buy it.
The correlation of Cyclerion Therapeutics is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Cyclerion Therapeutics moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Cyclerion Therapeutics moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Cyclerion Therapeutics can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Additional Information and Resources on Investing in Cyclerion Stock
When determining whether Cyclerion Therapeutics offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Cyclerion Therapeutics' 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 Cyclerion Therapeutics Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Cyclerion Therapeutics Stock:Check out Historical Fundamental Analysis of Cyclerion Therapeutics to cross-verify your projections. To learn how to invest in Cyclerion Stock, please use our How to Invest in Cyclerion Therapeutics guide.You can also try the Equity Analysis module to research over 250,000 global equities including funds, stocks and ETFs to find investment opportunities.
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 Cyclerion Therapeutics. If investors know Cyclerion 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 Cyclerion Therapeutics listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (4.29) | Revenue Per Share 0.586 | Quarterly Revenue Growth 0.141 | Return On Assets (0.47) | Return On Equity (1.50) |
The market value of Cyclerion Therapeutics is measured differently than its book value, which is the value of Cyclerion that is recorded on the company's balance sheet. Investors also form their own opinion of Cyclerion Therapeutics' value that differs from its market value or its book value, called intrinsic value, which is Cyclerion Therapeutics' 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 Cyclerion Therapeutics' market value can be influenced by many factors that don't directly affect Cyclerion Therapeutics' 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 Cyclerion Therapeutics' value and its price as these two are different measures arrived at by different means. Investors typically determine if Cyclerion Therapeutics is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Cyclerion Therapeutics' 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.