Map Boga Stock Forecast - Simple Moving Average

MAPB Stock  IDR 1,380  50.00  3.50%   
The Simple Moving Average forecasted value of Map Boga Adiperkasa on the next trading day is expected to be 1,380 with a mean absolute deviation of 11.78 and the sum of the absolute errors of 695.00. Map Stock Forecast is based on your current time horizon.
  
A two period moving average forecast for Map Boga is based on an daily price series in which the stock price on a given day is replaced by the mean of that price and the preceding price. This model is best suited to price patterns experiencing average volatility.

Map Boga Simple Moving Average Price Forecast For the 27th of November

Given 90 days horizon, the Simple Moving Average forecasted value of Map Boga Adiperkasa on the next trading day is expected to be 1,380 with a mean absolute deviation of 11.78, mean absolute percentage error of 1,285, and the sum of the absolute errors of 695.00.
Please note that although there have been many attempts to predict Map 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 Map Boga's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Map Boga Stock Forecast Pattern

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Map Boga Forecasted Value

In the context of forecasting Map Boga'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. Map Boga's downside and upside margins for the forecasting period are 1,378 and 1,382, respectively. We have considered Map Boga'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
1,380
1,380
Expected Value
1,382
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of Map Boga stock data series using in forecasting. Note that when a statistical model is used to represent Map Boga 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 Criteria121.5931
BiasArithmetic mean of the errors 10.0
MADMean absolute deviation11.7797
MAPEMean absolute percentage error0.0079
SAESum of the absolute errors695.0
The simple moving average model is conceptually a linear regression of the current value of Map Boga Adiperkasa price series against current and previous (unobserved) value of Map Boga. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future

Predictive Modules for Map Boga

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Map Boga Adiperkasa. 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.
Hype
Prediction
LowEstimatedHigh
1,3781,3801,382
Details
Intrinsic
Valuation
LowRealHigh
1,2461,2471,518
Details

Other Forecasting Options for Map Boga

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

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

Map Boga Adiperkasa 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 Map Boga'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 Map Boga's current price.

Map Boga Market Strength Events

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

Map Boga Risk Indicators

The analysis of Map Boga'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 Map Boga's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting map 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.
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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Other Information on Investing in Map Stock

Map Boga financial ratios help investors to determine whether Map 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 Map with respect to the benefits of owning Map Boga security.