Hellenic Telecommunicatio Stock Forecast - Naive Prediction

HTO Stock  EUR 13.78  0.02  0.14%   
The Naive Prediction forecasted value of Hellenic Telecommunications Organization on the next trading day is expected to be 13.68 with a mean absolute deviation of  0.15  and the sum of the absolute errors of 9.13. Hellenic Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Hellenic Telecommunicatio stock prices and determine the direction of Hellenic Telecommunications Organization's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Hellenic Telecommunicatio's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Hellenic Telecommunicatio to cross-verify your projections.
  
Most investors in Hellenic Telecommunicatio 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 Hellenic Telecommunicatio's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Hellenic Telecommunicatio's price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Hellenic Telecommunicatio is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Hellenic Telecommunications Organization 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.

Hellenic Telecommunicatio Naive Prediction Price Forecast For the 25th of May

Given 90 days horizon, the Naive Prediction forecasted value of Hellenic Telecommunications Organization on the next trading day is expected to be 13.68 with a mean absolute deviation of 0.15, mean absolute percentage error of 0.03, and the sum of the absolute errors of 9.13.
Please note that although there have been many attempts to predict Hellenic 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 Hellenic Telecommunicatio's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Hellenic Telecommunicatio Stock Forecast Pattern

Backtest Hellenic TelecommunicatioHellenic Telecommunicatio Price PredictionBuy or Sell Advice 

Hellenic Telecommunicatio Forecasted Value

In the context of forecasting Hellenic Telecommunicatio'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. Hellenic Telecommunicatio's downside and upside margins for the forecasting period are 12.27 and 15.08, respectively. We have considered Hellenic Telecommunicatio'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
13.78
13.68
Expected Value
15.08
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 Hellenic Telecommunicatio stock data series using in forecasting. Note that when a statistical model is used to represent Hellenic Telecommunicatio 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 Criteria116.4894
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1473
MAPEMean absolute percentage error0.0106
SAESum of the absolute errors9.1333
This model is not at all useful as a medium-long range forecasting tool of Hellenic Telecommunications Organization. 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 Hellenic Telecommunicatio. 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 Hellenic Telecommunicatio

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Hellenic Telecommunicatio. 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 Hellenic Telecommunicatio'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
12.3913.7815.17
Details
Intrinsic
Valuation
LowRealHigh
10.2411.6315.16
Details
Bollinger
Band Projection (param)
LowMiddleHigh
13.7514.1514.55
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Hellenic Telecommunicatio. Your research has to be compared to or analyzed against Hellenic Telecommunicatio's peers to derive any actionable benefits. When done correctly, Hellenic Telecommunicatio'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 Hellenic Telecommunicatio.

Other Forecasting Options for Hellenic Telecommunicatio

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

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

Hellenic Telecommunicatio 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 Hellenic Telecommunicatio'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 Hellenic Telecommunicatio's current price.

Hellenic Telecommunicatio Market Strength Events

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

Hellenic Telecommunicatio Risk Indicators

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

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

Moving against Hellenic Stock

  0.54OPAP Greek Organization Earnings Call This WeekPairCorr
The ability to find closely correlated positions to Hellenic Telecommunicatio could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Hellenic Telecommunicatio 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 Hellenic Telecommunicatio - 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 Hellenic Telecommunications Organization to buy it.
The correlation of Hellenic Telecommunicatio 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 Hellenic Telecommunicatio moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Hellenic Telecommunicatio 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 Hellenic Telecommunicatio 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
Check out Historical Fundamental Analysis of Hellenic Telecommunicatio to cross-verify your projections.
You can also try the Portfolio Diagnostics module to use generated alerts and portfolio events aggregator to diagnose current holdings.

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When running Hellenic Telecommunicatio's price analysis, check to measure Hellenic Telecommunicatio'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 Hellenic Telecommunicatio is operating at the current time. Most of Hellenic Telecommunicatio's value examination focuses on studying past and present price action to predict the probability of Hellenic Telecommunicatio's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Hellenic Telecommunicatio's price. Additionally, you may evaluate how the addition of Hellenic Telecommunicatio to your portfolios can decrease your overall portfolio volatility.
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Please note, there is a significant difference between Hellenic Telecommunicatio's value and its price as these two are different measures arrived at by different means. Investors typically determine if Hellenic Telecommunicatio is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Hellenic Telecommunicatio'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.