Garuda Metalindo Stock Forecast - 20 Period Moving Average

BOLT Stock  IDR 1,200  85.00  7.62%   
The 20 Period Moving Average forecasted value of Garuda Metalindo Tbk on the next trading day is expected to be 1,120 with a mean absolute deviation of 44.70 and the sum of the absolute errors of 1,878. Garuda Stock Forecast is based on your current time horizon.
  
A commonly used 20-period moving average forecast model for Garuda Metalindo Tbk is based on a synthetically constructed Garuda Metalindodaily price series in which the value for a trading day is replaced by the mean of that value and the values for 20 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Garuda Metalindo 20 Period Moving Average Price Forecast For the 24th of November

Given 90 days horizon, the 20 Period Moving Average forecasted value of Garuda Metalindo Tbk on the next trading day is expected to be 1,120 with a mean absolute deviation of 44.70, mean absolute percentage error of 2,467, and the sum of the absolute errors of 1,878.
Please note that although there have been many attempts to predict Garuda 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 Garuda Metalindo's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Garuda Metalindo Stock Forecast Pattern

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Garuda Metalindo Forecasted Value

In the context of forecasting Garuda Metalindo'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. Garuda Metalindo's downside and upside margins for the forecasting period are 1,118 and 1,122, respectively. We have considered Garuda Metalindo'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
1,200
1,120
Expected Value
1,122
Upside

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 Garuda Metalindo stock data series using in forecasting. Note that when a statistical model is used to represent Garuda Metalindo 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 Criteria91.0016
BiasArithmetic mean of the errors -18.7738
MADMean absolute deviation44.7024
MAPEMean absolute percentage error0.0394
SAESum of the absolute errors1877.5
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Garuda Metalindo Tbk 20-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Garuda Metalindo

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Garuda Metalindo Tbk. 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
1,1981,2001,202
Details
Intrinsic
Valuation
LowRealHigh
967.33969.151,320
Details
Bollinger
Band Projection (param)
LowMiddleHigh
1,0631,1431,223
Details

Other Forecasting Options for Garuda Metalindo

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

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

Garuda Metalindo Tbk 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 Garuda Metalindo'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 Garuda Metalindo's current price.

Garuda Metalindo Market Strength Events

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

Garuda Metalindo Risk Indicators

The analysis of Garuda Metalindo'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 Garuda Metalindo's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting garuda 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 Garuda Stock

Garuda Metalindo financial ratios help investors to determine whether Garuda 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 Garuda with respect to the benefits of owning Garuda Metalindo security.