Orascom Development Stock Forecast - Simple Regression

ODHN Stock   5.09  0.00  0.00%   
The Simple Regression forecasted value of Orascom Development Holding on the next trading day is expected to be 5.09 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. Investors can use prediction functions to forecast Orascom Development's stock prices and determine the direction of Orascom Development Holding's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of Orascom Development's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out Your Equity Center 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 board of governors.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Orascom Development 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.

Orascom Development Simple Regression Price Forecast For the 23rd of November

Given 90 days horizon, the Simple Regression forecasted value of Orascom Development Holding on the next trading day is expected to be 5.09 with a mean absolute deviation of 0, mean absolute percentage error of 0, and the sum of the absolute errors of 0.
Please note that although there have been many attempts to predict Orascom 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 Orascom Development's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Orascom Development Stock Forecast Pattern

Orascom Development Forecasted Value

In the context of forecasting Orascom Development'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. Orascom Development's downside and upside margins for the forecasting period are 5.09 and 5.09, respectively. We have considered Orascom Development'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
5.09
5.09
Expected Value
5.09
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 Orascom Development stock data series using in forecasting. Note that when a statistical model is used to represent Orascom Development 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 Criteria50.1821
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.0
SAESum of the absolute errors0.0
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 Orascom Development Holding 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 Orascom Development

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Orascom Development. 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.

Other Forecasting Options for Orascom Development

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

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

Orascom Development 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 Orascom Development'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 Orascom Development's current price.

Orascom Development Market Strength Events

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

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.