Cocrystal Pharma Stock Forecast - Naive Prediction
| COCP Stock | USD 2.07 0.04 1.90% |
The Naive Prediction forecasted value of Cocrystal Pharma on the next trading day is expected to be 2.17 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 5.58. Cocrystal Stock Forecast is based on your current time horizon. Although Cocrystal Pharma's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Cocrystal Pharma's systematic risk associated with finding meaningful patterns of Cocrystal Pharma fundamentals over time.
Cocrystal |
Cocrystal Pharma Cash Forecast
Forecasting financial indicators like cash flow involves analysts applying various statistical methods, techniques, and algorithms. These tools reveal hidden trends within the Cocrystal Pharma's financial statements to estimate their effects on upcoming price movements.
Cash | First Reported 2007-09-30 | Previous Quarter 18.1 M | Current Value 13 M | Quarterly Volatility 17.3 M |
Cocrystal Pharma Naive Prediction Price Forecast For the 4th of December
Given 90 days horizon, the Naive Prediction forecasted value of Cocrystal Pharma on the next trading day is expected to be 2.17 with a mean absolute deviation of 0.09, mean absolute percentage error of 0.01, and the sum of the absolute errors of 5.58.Please note that although there have been many attempts to predict Cocrystal 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 Cocrystal Pharma's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Cocrystal Pharma Stock Forecast Pattern
| Backtest Cocrystal Pharma | Cocrystal Pharma Price Prediction | Buy or Sell Advice |
Cocrystal Pharma Forecasted Value
In the context of forecasting Cocrystal Pharma'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. Cocrystal Pharma's downside and upside margins for the forecasting period are 0.02 and 7.20, respectively. We have considered Cocrystal Pharma'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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Cocrystal Pharma stock data series using in forecasting. Note that when a statistical model is used to represent Cocrystal Pharma 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 | 113.7655 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0915 |
| MAPE | Mean absolute percentage error | 0.0483 |
| SAE | Sum of the absolute errors | 5.5812 |
Predictive Modules for Cocrystal Pharma
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Cocrystal Pharma. 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 Cocrystal Pharma'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 Cocrystal Pharma
For every potential investor in Cocrystal, whether a beginner or expert, Cocrystal Pharma's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Cocrystal Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Cocrystal. Basic forecasting techniques help filter out the noise by identifying Cocrystal Pharma's price trends.View Cocrystal Pharma Related Equities
| Risk & Return | Correlation |
Cocrystal Pharma 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 Cocrystal Pharma'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 Cocrystal Pharma's current price.| Cycle Indicators | ||
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Cocrystal Pharma Market Strength Events
Market strength indicators help investors to evaluate how Cocrystal Pharma stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Cocrystal Pharma shares will generate the highest return on investment. By undertsting and applying Cocrystal Pharma stock market strength indicators, traders can identify Cocrystal Pharma entry and exit signals to maximize returns.
Cocrystal Pharma Risk Indicators
The analysis of Cocrystal Pharma'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 Cocrystal Pharma's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting cocrystal 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 | 3.27 | |||
| Semi Deviation | 3.39 | |||
| Standard Deviation | 5.15 | |||
| Variance | 26.52 | |||
| Downside Variance | 12.83 | |||
| Semi Variance | 11.5 | |||
| Expected Short fall | (4.13) |
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 Cocrystal Pharma
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 Cocrystal Pharma 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 Cocrystal Pharma will appreciate offsetting losses from the drop in the long position's value.Moving against Cocrystal Stock
| 0.68 | EYEN | Eyenovia | PairCorr |
| 0.53 | ENVB | Enveric Biosciences | PairCorr |
| 0.52 | A | Agilent Technologies | PairCorr |
| 0.48 | FATE | Fate Therapeutics | PairCorr |
| 0.47 | VRPX | Virpax Pharmaceuticals | PairCorr |
The ability to find closely correlated positions to Cocrystal Pharma could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Cocrystal Pharma 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 Cocrystal Pharma - 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 Cocrystal Pharma to buy it.
The correlation of Cocrystal Pharma 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 Cocrystal Pharma moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Cocrystal Pharma 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 Cocrystal Pharma 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 Tools for Cocrystal Stock Analysis
When running Cocrystal Pharma's price analysis, check to measure Cocrystal Pharma'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 Cocrystal Pharma is operating at the current time. Most of Cocrystal Pharma's value examination focuses on studying past and present price action to predict the probability of Cocrystal Pharma's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Cocrystal Pharma's price. Additionally, you may evaluate how the addition of Cocrystal Pharma to your portfolios can decrease your overall portfolio volatility.