Clene Stock Forecast - Polynomial Regression

CLNN Stock  USD 0.43  0.01  2.38%   
The Polynomial Regression forecasted value of Clene Inc on the next trading day is expected to be 0.48 with a mean absolute deviation of  0.02  and the sum of the absolute errors of 1.46. Clene Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Clene stock prices and determine the direction of Clene Inc's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Clene's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Clene's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Clene's systematic risk associated with finding meaningful patterns of Clene fundamentals over time.
Check out Historical Fundamental Analysis of Clene to cross-verify your projections.
  
At this time, Clene's Inventory Turnover is very stable compared to the past year. As of the 28th of March 2024, Payables Turnover is likely to grow to 1.27, while Asset Turnover is likely to drop 0.01. . As of the 28th of March 2024, Common Stock Shares Outstanding is likely to drop to about 58.7 M. In addition to that, Net Loss is likely to drop to about (28.3 M).

Open Interest Against 2024-04-19 Clene Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Clene's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Clene's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Clene stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Clene's open interest, investors have to compare it to Clene's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Clene is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Clene. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Clene 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 Clene's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Clene's price structures and extracts relationships that further increase the generated results' accuracy.
Clene polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Clene Inc as well as the accuracy indicators are determined from the period prices.

Clene Polynomial Regression Price Forecast For the 29th of March

Given 90 days horizon, the Polynomial Regression forecasted value of Clene Inc on the next trading day is expected to be 0.48 with a mean absolute deviation of 0.02, mean absolute percentage error of 0, and the sum of the absolute errors of 1.46.
Please note that although there have been many attempts to predict Clene 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 Clene's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Clene Stock Forecast Pattern

Backtest CleneClene Price PredictionBuy or Sell Advice 

Clene Forecasted Value

In the context of forecasting Clene'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. Clene's downside and upside margins for the forecasting period are 0 and 6.73, respectively. We have considered Clene'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.
Market Value
0.43
0.48
Expected Value
6.73
Upside

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 Clene stock data series using in forecasting. Note that when a statistical model is used to represent Clene 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.
AICAkaike Information Criteria111.2197
BiasArithmetic mean of the errors None
MADMean absolute deviation0.024
MAPEMean absolute percentage error0.0561
SAESum of the absolute errors1.4611
A single variable polynomial regression model attempts to put a curve through the Clene historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Clene

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Clene Inc. 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 Clene'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.
Hype
Prediction
LowEstimatedHigh
0.020.416.67
Details
Intrinsic
Valuation
LowRealHigh
0.091.768.02
Details
5 Analysts
Consensus
LowTargetHigh
5.315.836.47
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Clene. Your research has to be compared to or analyzed against Clene's peers to derive any actionable benefits. When done correctly, Clene's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Clene Inc.

Other Forecasting Options for Clene

For every potential investor in Clene, whether a beginner or expert, Clene's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Clene Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Clene. Basic forecasting techniques help filter out the noise by identifying Clene's price trends.

Clene 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 Clene stock to make a market-neutral strategy. Peer analysis of Clene could also be used in its relative valuation, which is a method of valuing Clene by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Clene Inc 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 Clene'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 Clene's current price.

Clene Market Strength Events

Market strength indicators help investors to evaluate how Clene stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Clene shares will generate the highest return on investment. By undertsting and applying Clene stock market strength indicators, traders can identify Clene Inc entry and exit signals to maximize returns.

Clene Risk Indicators

The analysis of Clene'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 Clene's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting clene 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.
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 Clene

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 Clene 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 Clene will appreciate offsetting losses from the drop in the long position's value.

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The ability to find closely correlated positions to Clene could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Clene 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 Clene - 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 Clene Inc to buy it.
The correlation of Clene 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 Clene moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Clene Inc 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 Clene 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.
Pair CorrelationCorrelation Matching
When determining whether Clene Inc is a strong investment it is important to analyze Clene'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 Clene's future performance. For an informed investment choice regarding Clene Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Clene to cross-verify your projections.
You can also try the Portfolio Manager module to state of the art Portfolio Manager to monitor and improve performance of your invested capital.

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Is Clene'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 Clene. If investors know Clene 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 Clene listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
0.614
Earnings Share
(0.47)
Revenue Per Share
0.006
Quarterly Revenue Growth
(0.27)
Return On Assets
(0.52)
The market value of Clene Inc is measured differently than its book value, which is the value of Clene that is recorded on the company's balance sheet. Investors also form their own opinion of Clene's value that differs from its market value or its book value, called intrinsic value, which is Clene'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 Clene's market value can be influenced by many factors that don't directly affect Clene'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 Clene's value and its price as these two are different measures arrived at by different means. Investors typically determine if Clene is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Clene'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.