IDeA Indonesia Stock Forecast - 20 Period Moving Average
| IDEA Stock | 35.00 1.00 2.78% |
The 20 Period Moving Average forecasted value of IDeA Indonesia Akademi on the next trading day is expected to be 34.35 with a mean absolute deviation of 1.20 and the sum of the absolute errors of 49.40. IDeA Stock Forecast is based on your current time horizon.
IDeA |
IDeA Indonesia 20 Period Moving Average Price Forecast For the 29th of November
Given 90 days horizon, the 20 Period Moving Average forecasted value of IDeA Indonesia Akademi on the next trading day is expected to be 34.35 with a mean absolute deviation of 1.20, mean absolute percentage error of 2.17, and the sum of the absolute errors of 49.40.Please note that although there have been many attempts to predict IDeA 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 IDeA Indonesia's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
IDeA Indonesia Stock Forecast Pattern
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IDeA Indonesia Forecasted Value
In the context of forecasting IDeA Indonesia'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. IDeA Indonesia's downside and upside margins for the forecasting period are 30.55 and 38.15, respectively. We have considered IDeA Indonesia'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of IDeA Indonesia stock data series using in forecasting. Note that when a statistical model is used to represent IDeA Indonesia 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 | 82.1273 |
| Bias | Arithmetic mean of the errors | -0.2268 |
| MAD | Mean absolute deviation | 1.2049 |
| MAPE | Mean absolute percentage error | 0.0344 |
| SAE | Sum of the absolute errors | 49.4 |
Predictive Modules for IDeA Indonesia
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as IDeA Indonesia Akademi. 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 IDeA Indonesia
For every potential investor in IDeA, whether a beginner or expert, IDeA Indonesia's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. IDeA Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in IDeA. Basic forecasting techniques help filter out the noise by identifying IDeA Indonesia's price trends.IDeA Indonesia 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 IDeA Indonesia stock to make a market-neutral strategy. Peer analysis of IDeA Indonesia could also be used in its relative valuation, which is a method of valuing IDeA Indonesia by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
IDeA Indonesia Akademi 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 IDeA Indonesia'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 IDeA Indonesia's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
IDeA Indonesia Market Strength Events
Market strength indicators help investors to evaluate how IDeA Indonesia stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading IDeA Indonesia shares will generate the highest return on investment. By undertsting and applying IDeA Indonesia stock market strength indicators, traders can identify IDeA Indonesia Akademi entry and exit signals to maximize returns.
IDeA Indonesia Risk Indicators
The analysis of IDeA Indonesia'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 IDeA Indonesia's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting idea 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.
| Mean Deviation | 2.65 | |||
| Semi Deviation | 2.97 | |||
| Standard Deviation | 3.67 | |||
| Variance | 13.43 | |||
| Downside Variance | 20.86 | |||
| Semi Variance | 8.85 | |||
| Expected Short fall | (4.32) |
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.
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IDeA Indonesia financial ratios help investors to determine whether IDeA 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 IDeA with respect to the benefits of owning IDeA Indonesia security.