Streamline Health Stock Forward View - Polynomial Regression

STRMDelisted Stock  USD 5.33  0.01  0.19%   
Streamline Stock outlook is based on your current time horizon.
As of now the value of rsi of Streamline Health's share price is below 20 . This usually implies 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 Streamline Health's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of Streamline Health and does not consider all of the tangible or intangible factors available from Streamline Health's fundamental data. We analyze noise-free headlines and recent hype associated with Streamline Health Solutions, which may create opportunities for some arbitrage if properly timed.
Using Streamline Health hype-based prediction, you can estimate the value of Streamline Health Solutions from the perspective of Streamline Health response to recently generated media hype and the effects of current headlines on its competitors.
The Polynomial Regression forecasted value of Streamline Health Solutions on the next trading day is expected to be 5.71 with a mean absolute deviation of 0.31 and the sum of the absolute errors of 18.99.

Streamline Health after-hype prediction price

    
  USD 5.33  
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 delisted stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out World Market Map to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in inflation.

Streamline Health Additional Predictive Modules

Most predictive techniques to examine Streamline price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Streamline using various technical indicators. When you analyze Streamline 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.
Streamline Health polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Streamline Health Solutions as well as the accuracy indicators are determined from the period prices.

Streamline Health Polynomial Regression Price Forecast For the 6th of February

Given 90 days horizon, the Polynomial Regression forecasted value of Streamline Health Solutions on the next trading day is expected to be 5.71 with a mean absolute deviation of 0.31, mean absolute percentage error of 0.22, and the sum of the absolute errors of 18.99.
Please note that although there have been many attempts to predict Streamline 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 Streamline Health's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Streamline Health Stock Forecast Pattern

Backtest Streamline Health  Streamline Health Price Prediction  Research Analysis  

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 Streamline Health stock data series using in forecasting. Note that when a statistical model is used to represent Streamline Health 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 Criteria116.5974
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3112
MAPEMean absolute percentage error0.0883
SAESum of the absolute errors18.9855
A single variable polynomial regression model attempts to put a curve through the Streamline Health 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 Streamline Health

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Streamline Health. 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.
Hype
Prediction
LowEstimatedHigh
5.335.335.33
Details
Intrinsic
Valuation
LowRealHigh
3.863.865.86
Details

Streamline Health After-Hype Price Density Analysis

As far as predicting the price of Streamline Health 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 Streamline Health 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 Streamline Health, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Streamline Health Estimiated After-Hype Price Volatility

In the context of predicting Streamline Health's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Streamline Health's historical news coverage. Streamline Health's after-hype downside and upside margins for the prediction period are 5.33 and 5.33, respectively. We have considered Streamline Health'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
5.33
5.33
After-hype Price
5.33
Upside
Streamline Health is very steady at this time. Analysis and calculation of next after-hype price of Streamline Health is based on 3 months time horizon.

Streamline Health Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Streamline Health is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Streamline Health 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 Delisted 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 Streamline Health, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
 0.00  
0.00
 0.00  
 0.00  
5 Events / Month
4 Events / Month
In about 5 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
5.33
5.33
0.00 
0.00  
Notes

Streamline Health Hype Timeline

Streamline Health is at this time traded for 5.33. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Streamline is projected not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is projected to be very small, whereas the daily expected return is at this time at 0.0%. %. The volatility of related hype on Streamline Health is about 0.0%, with the expected price after the next announcement by competition of 5.33. About 17.0% of the company outstanding shares are owned by corporate insiders. The book value of Streamline Health was at this time reported as 0.75. The company has Price/Earnings (P/E) ratio of 321.67. Streamline Health recorded a loss per share of 2.22. The entity last dividend was issued on the 30th of September 2010. The firm had 1:15 split on the 4th of October 2024. Given the investment horizon of 90 days the next projected press release will be in about 5 days.
Check out World Market Map to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in inflation.

Streamline Health Related Hype Analysis

Having access to credible news sources related to Streamline Health's direct competition is more important than ever and may enhance your ability to predict Streamline Health's future price movements. Getting to know how Streamline Health'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 Streamline Health 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
RNLXRenalytix AI 0.00 0 per month 0.00  0.00  0.00  0.00  0.00 
MSPRMSP Recovery(0.02)9 per month 15.49  0.0007  46.34 (27.27) 200.36 
ELUTElutia Inc 0.11 6 per month 5.11  0.03  9.52 (7.27) 33.48 
CYTHCyclo Therapeutics 0.03 7 per month 5.50  0.05  10.00 (10.14) 76.39 
IVCInvacare 0.00 0 per month 0.00  0.00  0.00  0.00  0.00 
ELEVElevation Oncology 0.00 6 per month 3.35  0.05  9.09 (6.67) 29.95 
PHXMPHAXIAM Therapeutics SA 0.00 0 per month 0.00  0.00  0.00  0.00  0.00 
TRAWTraws Pharma(0.79)9 per month 0.00 (0.01) 17.70 (12.90) 58.96 
AKUAkumin Inc 0.00 0 per month 0.00  0.00  0.00  0.00  0.00 
LSBLakeShore Biopharma Co(0.03)7 per month 8.14  0.02  12.33 (12.50) 91.99 

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

Streamline Health Market Strength Events

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

Streamline Health Risk Indicators

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

The number of cover stories for Streamline Health depends on current market conditions and Streamline Health's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Streamline Health 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 Streamline Health's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Streamline Health Short Properties

Streamline Health's future price predictability will typically decrease when Streamline Health's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Streamline Health Solutions often depends not only on the future outlook of the potential Streamline Health'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. Streamline Health's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares OutstandingM
Cash And Short Term Investments2.2 M
Check out World Market Map to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in inflation.
You can also try the Analyst Advice module to analyst recommendations and target price estimates broken down by several categories.

Other Consideration for investing in Streamline Stock

If you are still planning to invest in Streamline Health check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Streamline Health's history and understand the potential risks before investing.
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