Lipocine Stock Forward View - Simple Exponential Smoothing

LPCN Stock  USD 8.41  0.69  8.94%   
Lipocine Stock outlook is based on your current time horizon. Although Lipocine's naive historical forecasting may sometimes provide an important future outlook for the firm, we suggest always cross-verifying it against solid analysis of Lipocine's systematic risk associated with finding meaningful patterns of Lipocine fundamentals over time.
As of today the relative strength index (rsi) of Lipocine's share price is below 20 . This indicates that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Lipocine's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Lipocine, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting Lipocine's stock price prediction:
EPS Estimate Next Quarter
(0.56)
EPS Estimate Current Year
(1.97)
EPS Estimate Next Year
(1.81)
Wall Street Target Price
10.875
EPS Estimate Current Quarter
(0.54)
Using Lipocine hype-based prediction, you can estimate the value of Lipocine from the perspective of Lipocine response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Exponential Smoothing forecasted value of Lipocine on the next trading day is expected to be 8.41 with a mean absolute deviation of 0.30 and the sum of the absolute errors of 18.20.

Lipocine after-hype prediction price

    
  USD 8.64  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of Lipocine to cross-verify your projections.
To learn how to invest in Lipocine Stock, please use our How to Invest in Lipocine guide.

Lipocine Additional Predictive Modules

Most predictive techniques to examine Lipocine price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Lipocine using various technical indicators. When you analyze Lipocine charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Lipocine simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Lipocine are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Lipocine prices get older.

Lipocine Simple Exponential Smoothing Price Forecast For the 7th of February

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Lipocine on the next trading day is expected to be 8.41 with a mean absolute deviation of 0.30, mean absolute percentage error of 0.23, and the sum of the absolute errors of 18.20.
Please note that although there have been many attempts to predict Lipocine Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Lipocine's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Lipocine Stock Forecast Pattern

Backtest Lipocine  Lipocine Price Prediction  Research Analysis  

Lipocine Forecasted Value

In the context of forecasting Lipocine'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. Lipocine's downside and upside margins for the forecasting period are 1.60 and 15.22, respectively. We have considered Lipocine'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
8.41
8.41
Expected Value
15.22
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Lipocine stock data series using in forecasting. Note that when a statistical model is used to represent Lipocine 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 Criteria114.7878
BiasArithmetic mean of the errors -0.092
MADMean absolute deviation0.3033
MAPEMean absolute percentage error0.045
SAESum of the absolute errors18.2
This simple exponential smoothing model begins by setting Lipocine forecast for the second period equal to the observation of the first period. In other words, recent Lipocine observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Lipocine

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lipocine. 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 Lipocine'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
1.838.6415.45
Details
Intrinsic
Valuation
LowRealHigh
1.798.6015.41
Details
Bollinger
Band Projection (param)
LowMiddleHigh
0.666.5012.33
Details
2 Analysts
Consensus
LowTargetHigh
9.9010.8812.07
Details

Lipocine After-Hype Price Density Analysis

As far as predicting the price of Lipocine at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Lipocine or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Lipocine, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Lipocine Estimiated After-Hype Price Volatility

In the context of predicting Lipocine's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Lipocine's historical news coverage. Lipocine's after-hype downside and upside margins for the prediction period are 1.83 and 15.45, respectively. We have considered Lipocine's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models compare with traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
8.41
8.64
After-hype Price
15.45
Upside
Lipocine is moderately volatile at this time. Analysis and calculation of next after-hype price of Lipocine is based on 3 months time horizon.

Lipocine Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Lipocine is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Lipocine backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Lipocine, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  1.87 
6.81
  0.92 
  0.07 
9 Events / Month
6 Events / Month
In about 9 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
8.41
8.64
11.92 
1,390  
Notes

Lipocine Hype Timeline

Lipocine is now traded for 8.41. The entity has historical hype elasticity of 0.92, and average elasticity to hype of competition of -0.07. Lipocine is forecasted to increase in value after the next headline, with the price projected to jump to 8.64 or above. The average volatility of media hype impact on the company the price is over 100%. The price boost on the next news is projected to be 11.92%, whereas the daily expected return is now at 1.87%. The volatility of related hype on Lipocine is about 19457.14%, with the expected price after the next announcement by competition of 8.34. Lipocine currently holds 438.62 K in liabilities with Debt to Equity (D/E) ratio of 0.01, which may suggest the company is not taking enough advantage from borrowing. Lipocine has a current ratio of 21.79, suggesting that it is liquid enough and is able to pay its financial obligations when due. Note, when we think about Lipocine's use of debt, we should always consider it together with its cash and equity.Given the investment horizon of 90 days the next forecasted press release will be in about 9 days.
Check out Historical Fundamental Analysis of Lipocine to cross-verify your projections.
To learn how to invest in Lipocine Stock, please use our How to Invest in Lipocine guide.

Lipocine Related Hype Analysis

Having access to credible news sources related to Lipocine's direct competition is more important than ever and may enhance your ability to predict Lipocine's future price movements. Getting to know how Lipocine's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Lipocine may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
OSRHOSR Holdings 0.02 8 per month 0.00 (0.02) 15.25 (11.11) 43.23 
ADAPAdaptimmune Therapeutics Plc(0.01)6 per month 15.04  0.03  22.82 (18.18) 168.52 
ANLAdlai Nortye Ltd 0.19 7 per month 5.43  0.25  25.00 (12.79) 100.98 
BLRXBioLineRx 0.05 7 per month 0.00 (0.08) 5.20 (5.26) 13.04 
GOVXGeoVax Labs 0.65 9 per month 0.00 (0.29) 9.38 (13.70) 42.89 
EDSAEdesa Biotech(0.01)8 per month 0.00 (0.19) 5.13 (6.47) 21.29 
PMNProMIS Neurosciences(0.25)9 per month 6.02  0.08  13.32 (9.37) 38.10 
ERNAEterna Therapeutics(0.03)6 per month 0.00 (0.21) 6.90 (8.11) 41.43 
LNAILunai Bioworks(0.12)6 per month 0.00 (0.01) 12.62 (8.82) 55.92 
MBRXMoleculin Biotech(0.84)10 per month 0.00 (0.21) 9.37 (11.73) 41.63 

Other Forecasting Options for Lipocine

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

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

Lipocine Market Strength Events

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

Lipocine Risk Indicators

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

Story Coverage note for Lipocine

The number of cover stories for Lipocine depends on current market conditions and Lipocine's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Lipocine is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Lipocine's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Lipocine Short Properties

Lipocine's future price predictability will typically decrease when Lipocine's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Lipocine often depends not only on the future outlook of the potential Lipocine's investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. Lipocine's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding5.4 M
Cash And Short Term Investments21.6 M
When determining whether Lipocine offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Lipocine'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 Lipocine Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Lipocine Stock:
Check out Historical Fundamental Analysis of Lipocine to cross-verify your projections.
To learn how to invest in Lipocine Stock, please use our How to Invest in Lipocine guide.
You can also try the Price Ceiling Movement module to calculate and plot Price Ceiling Movement for different equity instruments.
Will Pharmaceuticals sector continue expanding? Could Lipocine diversify its offerings? Factors like these will boost the valuation of Lipocine. Expected growth trajectory for Lipocine significantly influences the price investors are willing to assign. Accurate valuation requires analyzing both current fundamentals and future growth trajectories. Every Lipocine data point contributes insight, yet successful analysis hinges on identifying the most consequential variables.
Earnings Share
(0.99)
Revenue Per Share
0.806
Quarterly Revenue Growth
5.954
Return On Assets
(0.21)
Return On Equity
(0.33)
Understanding Lipocine requires distinguishing between market price and book value, where the latter reflects Lipocine's accounting equity. The concept of intrinsic value - what Lipocine's is actually worth based on fundamentals - guides informed investors toward better entry and exit points. Seasoned market participants apply comprehensive analytical frameworks to derive fundamental worth and identify mispriced opportunities. Market sentiment, economic cycles, and investor behavior can push Lipocine's price substantially above or below its fundamental value.
Understanding that Lipocine's value differs from its trading price is crucial, as each reflects different aspects of the company. Evaluating whether Lipocine represents a sound investment requires analyzing earnings trends, revenue growth, technical signals, industry dynamics, and expert forecasts. In contrast, Lipocine's trading price reflects the actual exchange value where willing buyers and sellers reach mutual agreement.