Limas Indonesia Stock Forecast - 8 Period Moving Average
| LMAS Stock | IDR 50.00 0.00 0.00% |
The 8 Period Moving Average forecasted value of Limas Indonesia Makmur on the next trading day is expected to be 50.00 with a mean absolute deviation of 0.00 and the sum of the absolute errors of 0.00. Limas Stock Forecast is based on your current time horizon.
Limas |
Limas Indonesia 8 Period Moving Average Price Forecast For the 2nd of December
Given 90 days horizon, the 8 Period Moving Average forecasted value of Limas Indonesia Makmur on the next trading day is expected to be 50.00 with a mean absolute deviation of 0.00, mean absolute percentage error of 0.00, and the sum of the absolute errors of 0.00.Please note that although there have been many attempts to predict Limas 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 Limas Indonesia's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Limas Indonesia Stock Forecast Pattern
| Backtest Limas Indonesia | Limas Indonesia Price Prediction | Buy or Sell Advice |
Limas Indonesia Forecasted Value
In the context of forecasting Limas 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. Limas Indonesia's downside and upside margins for the forecasting period are 50.00 and 50.00, respectively. We have considered Limas 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 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Limas Indonesia stock data series using in forecasting. Note that when a statistical model is used to represent Limas 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 | -9.223372036854776E14 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0 |
| MAPE | Mean absolute percentage error | 0.0 |
| SAE | Sum of the absolute errors | 0.0 |
Predictive Modules for Limas 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 Limas Indonesia Makmur. 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 Limas Indonesia
For every potential investor in Limas, whether a beginner or expert, Limas Indonesia's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Limas Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Limas. Basic forecasting techniques help filter out the noise by identifying Limas Indonesia's price trends.Limas 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 Limas Indonesia stock to make a market-neutral strategy. Peer analysis of Limas Indonesia could also be used in its relative valuation, which is a method of valuing Limas Indonesia by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Limas Indonesia Makmur 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 Limas 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 Limas Indonesia's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Limas Indonesia Market Strength Events
Market strength indicators help investors to evaluate how Limas 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 Limas Indonesia shares will generate the highest return on investment. By undertsting and applying Limas Indonesia stock market strength indicators, traders can identify Limas Indonesia Makmur entry and exit signals to maximize returns.
Building efficient market-beating portfolios requires time, education, and a lot of computing power!
The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.
Try AI Portfolio ArchitectOther Information on Investing in Limas Stock
Limas Indonesia financial ratios help investors to determine whether Limas 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 Limas with respect to the benefits of owning Limas Indonesia security.