EGX 33 Index Forecast - Simple Regression

SHARIAH Index   3,130  28.16  0.91%   
The Simple Regression forecasted value of EGX 33 Shariah on the next trading day is expected to be 3,270 with a mean absolute deviation of 66.27 and the sum of the absolute errors of 4,042. Investors can use prediction functions to forecast EGX 33's index prices and determine the direction of EGX 33 Shariah's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading.
Simple Regression model is a single variable regression model that attempts to put a straight line through EGX 33 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.

EGX 33 Simple Regression Price Forecast For the 3rd of December

Given 90 days horizon, the Simple Regression forecasted value of EGX 33 Shariah on the next trading day is expected to be 3,270 with a mean absolute deviation of 66.27, mean absolute percentage error of 6,150, and the sum of the absolute errors of 4,042.
Please note that although there have been many attempts to predict EGX Index 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 EGX 33's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

EGX 33 Index Forecast Pattern

EGX 33 Forecasted Value

In the context of forecasting EGX 33's Index 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. EGX 33's downside and upside margins for the forecasting period are 3,269 and 3,271, respectively. We have considered EGX 33'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
3,130
3,270
Expected Value
3,271
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 EGX 33 index data series using in forecasting. Note that when a statistical model is used to represent EGX 33 index, 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 Criteria126.8347
BiasArithmetic mean of the errors None
MADMean absolute deviation66.2673
MAPEMean absolute percentage error0.0215
SAESum of the absolute errors4042.3059
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 EGX 33 Shariah 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 EGX 33

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as EGX 33 Shariah. Regardless of method or technology, however, to accurately forecast the index market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the index 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 EGX 33

For every potential investor in EGX, whether a beginner or expert, EGX 33's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. EGX Index price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in EGX. Basic forecasting techniques help filter out the noise by identifying EGX 33's price trends.

EGX 33 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 EGX 33 index to make a market-neutral strategy. Peer analysis of EGX 33 could also be used in its relative valuation, which is a method of valuing EGX 33 by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

EGX 33 Shariah Technical and Predictive Analytics

The index market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of EGX 33'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 EGX 33's current price.

EGX 33 Market Strength Events

Market strength indicators help investors to evaluate how EGX 33 index reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading EGX 33 shares will generate the highest return on investment. By undertsting and applying EGX 33 index market strength indicators, traders can identify EGX 33 Shariah entry and exit signals to maximize returns.

EGX 33 Risk Indicators

The analysis of EGX 33'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 EGX 33's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting egx index 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.

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.