Diagnostic Medical Stock Forecast - Naive Prediction

0RIA Stock   1.43  0.02  1.38%   
Diagnostic Stock outlook is based on your current time horizon.
The relative strength index (RSI) of Diagnostic Medical's share price is above 70 at the present time. This suggests that the stock is becoming overbought or overvalued. The idea behind Relative Strength Index (RSI) is that it helps to track how fast people are buying or selling Diagnostic, making its price go up or down.

Momentum 79

 Buy Stretched

 
Oversold
 
Overbought
The successful prediction of Diagnostic Medical'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 Diagnostic Medical and does not consider all of the tangible or intangible factors available from Diagnostic Medical's fundamental data. We analyze noise-free headlines and recent hype associated with Diagnostic Medical Systems, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting Diagnostic Medical's stock price prediction:
Quarterly Revenue Growth
0.026
Using Diagnostic Medical hype-based prediction, you can estimate the value of Diagnostic Medical Systems from the perspective of Diagnostic Medical response to recently generated media hype and the effects of current headlines on its competitors.
The Naive Prediction forecasted value of Diagnostic Medical Systems on the next trading day is expected to be 1.48 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.86.

Diagnostic Medical after-hype prediction price

    
  EUR 1.43  
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 Diagnostic Medical to cross-verify your projections.

Diagnostic Medical Additional Predictive Modules

Most predictive techniques to examine Diagnostic price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Diagnostic using various technical indicators. When you analyze Diagnostic 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.
A naive forecasting model for Diagnostic Medical is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Diagnostic Medical Systems value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Diagnostic Medical Naive Prediction Price Forecast For the 30th of January

Given 90 days horizon, the Naive Prediction forecasted value of Diagnostic Medical Systems on the next trading day is expected to be 1.48 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0004, and the sum of the absolute errors of 0.86.
Please note that although there have been many attempts to predict Diagnostic 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 Diagnostic Medical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Diagnostic Medical Stock Forecast Pattern

Backtest Diagnostic Medical  Diagnostic Medical Price Prediction  Buy or Sell Advice  

Diagnostic Medical Forecasted Value

In the context of forecasting Diagnostic Medical'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. Diagnostic Medical's downside and upside margins for the forecasting period are 0.01 and 3.10, respectively. We have considered Diagnostic Medical'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
1.43
1.48
Expected Value
3.10
Upside

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 Diagnostic Medical stock data series using in forecasting. Note that when a statistical model is used to represent Diagnostic Medical 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 Criteria112.1464
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0139
MAPEMean absolute percentage error0.0105
SAESum of the absolute errors0.8618
This model is not at all useful as a medium-long range forecasting tool of Diagnostic Medical Systems. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Diagnostic Medical. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Diagnostic Medical

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Diagnostic Medical. 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
0.071.433.05
Details
Intrinsic
Valuation
LowRealHigh
0.061.202.82
Details

Diagnostic Medical After-Hype Price Density Analysis

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

Diagnostic Medical Estimiated After-Hype Price Volatility

In the context of predicting Diagnostic Medical's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Diagnostic Medical's historical news coverage. Diagnostic Medical's after-hype downside and upside margins for the prediction period are 0.07 and 3.05, respectively. We have considered Diagnostic Medical'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 outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
1.43
1.43
After-hype Price
3.05
Upside
Diagnostic Medical is risky at this time. Analysis and calculation of next after-hype price of Diagnostic Medical is based on 3 months time horizon.

Diagnostic Medical Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Diagnostic Medical is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Diagnostic Medical 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 Diagnostic Medical, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.14 
1.62
 0.00  
  0.58 
4 Events / Month
1 Events / Month
In about 4 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
1.43
1.43
0.00 
0.00  
Notes

Diagnostic Medical Hype Timeline

Diagnostic Medical is presently traded for 1.43on London Exchange of UK. The entity stock is not elastic to its hype. The average elasticity to hype of competition is -0.58. Diagnostic 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 presently at 0.14%. %. The volatility of related hype on Diagnostic Medical is about 39.12%, with the expected price after the next announcement by competition of 0.85. About 33.0% of the company shares are owned by insiders or employees . The company recorded a loss per share of 0.24. Diagnostic Medical had not issued any dividends in recent years. The entity had 0.1:1 split on the 21st of July 2016. Assuming the 90 days trading horizon the next projected press release will be in about 4 days.
Check out Historical Fundamental Analysis of Diagnostic Medical to cross-verify your projections.

Diagnostic Medical Related Hype Analysis

Having access to credible news sources related to Diagnostic Medical's direct competition is more important than ever and may enhance your ability to predict Diagnostic Medical's future price movements. Getting to know how Diagnostic Medical'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 Diagnostic Medical may potentially react to the hype associated with one of its peers.

Other Forecasting Options for Diagnostic Medical

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

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

Diagnostic Medical Market Strength Events

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

Diagnostic Medical Risk Indicators

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

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

Other Macroaxis Stories

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Additional Tools for Diagnostic Stock Analysis

When running Diagnostic Medical's price analysis, check to measure Diagnostic Medical'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 Diagnostic Medical is operating at the current time. Most of Diagnostic Medical's value examination focuses on studying past and present price action to predict the probability of Diagnostic Medical's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Diagnostic Medical's price. Additionally, you may evaluate how the addition of Diagnostic Medical to your portfolios can decrease your overall portfolio volatility.