Hedef Holdings Stock Forecast - Simple Regression

HEDEF Stock   3.11  0.09  2.81%   
The Simple Regression forecasted value of Hedef Holdings AS on the next trading day is expected to be 2.93 with a mean absolute deviation of 0.13 and the sum of the absolute errors of 8.13. Hedef Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Hedef Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Hedef Holdings price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Hedef Holdings Simple Regression Price Forecast For the 13th of December 2024

Given 90 days horizon, the Simple Regression forecasted value of Hedef Holdings AS on the next trading day is expected to be 2.93 with a mean absolute deviation of 0.13, mean absolute percentage error of 0.03, and the sum of the absolute errors of 8.13.
Please note that although there have been many attempts to predict Hedef 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 Hedef Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Hedef Holdings Stock Forecast Pattern

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Hedef Holdings Forecasted Value

In the context of forecasting Hedef Holdings' 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. Hedef Holdings' downside and upside margins for the forecasting period are 0.60 and 5.26, respectively. We have considered Hedef Holdings' 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
3.11
2.93
Expected Value
5.26
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Hedef Holdings stock data series using in forecasting. Note that when a statistical model is used to represent Hedef Holdings 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 Criteria114.4286
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1332
MAPEMean absolute percentage error0.0419
SAESum of the absolute errors8.1282
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Hedef Holdings AS historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Hedef Holdings

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Hedef Holdings AS. 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
0.783.115.44
Details
Intrinsic
Valuation
LowRealHigh
0.362.695.02
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Hedef Holdings. Your research has to be compared to or analyzed against Hedef Holdings' peers to derive any actionable benefits. When done correctly, Hedef Holdings' 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 Hedef Holdings AS.

Other Forecasting Options for Hedef Holdings

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

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

Hedef Holdings AS 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 Hedef Holdings' 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 Hedef Holdings' current price.

Hedef Holdings Market Strength Events

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

Hedef Holdings Risk Indicators

The analysis of Hedef Holdings' 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 Hedef Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hedef 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Other Information on Investing in Hedef Stock

Hedef Holdings financial ratios help investors to determine whether Hedef Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Hedef with respect to the benefits of owning Hedef Holdings security.