Ismailia Development Stock Forecast - 8 Period Moving Average
| IDRE Stock | 19.60 0.54 2.68% |
Ismailia |
Ismailia Development 8 Period Moving Average Price Forecast For the 1st of February
Given 90 days horizon, the 8 Period Moving Average forecasted value of Ismailia Development and on the next trading day is expected to be 19.98 with a mean absolute deviation of 0.98, mean absolute percentage error of 2.28, and the sum of the absolute errors of 51.86.Please note that although there have been many attempts to predict Ismailia 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 Ismailia Development's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Ismailia Development Stock Forecast Pattern
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Ismailia Development stock data series using in forecasting. Note that when a statistical model is used to represent Ismailia 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.| AIC | Akaike Information Criteria | 104.2305 |
| Bias | Arithmetic mean of the errors | -0.4665 |
| MAD | Mean absolute deviation | 0.9785 |
| MAPE | Mean absolute percentage error | 0.0547 |
| SAE | Sum of the absolute errors | 51.8588 |
Predictive Modules for Ismailia 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 Ismailia Development and. 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.Ismailia 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 Ismailia Development stock to make a market-neutral strategy. Peer analysis of Ismailia Development could also be used in its relative valuation, which is a method of valuing Ismailia Development by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Ismailia Development Market Strength Events
Market strength indicators help investors to evaluate how Ismailia 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 Ismailia Development shares will generate the highest return on investment. By undertsting and applying Ismailia Development stock market strength indicators, traders can identify Ismailia Development and entry and exit signals to maximize returns.