Bank Bumi Stock Forecast - 4 Period Moving Average
| BNBA Stock | IDR 715.00 40.00 5.93% |
The 4 Period Moving Average forecasted value of Bank Bumi Arta on the next trading day is expected to be 690.00 with a mean absolute deviation of 18.86 and the sum of the absolute errors of 1,075. Bank Stock Forecast is based on your current time horizon.
Bank |
Bank Bumi 4 Period Moving Average Price Forecast For the 27th of November
Given 90 days horizon, the 4 Period Moving Average forecasted value of Bank Bumi Arta on the next trading day is expected to be 690.00 with a mean absolute deviation of 18.86, mean absolute percentage error of 597.59, and the sum of the absolute errors of 1,075.Please note that although there have been many attempts to predict Bank 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 Bank Bumi's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Bank Bumi Stock Forecast Pattern
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Bank Bumi Forecasted Value
In the context of forecasting Bank Bumi'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. Bank Bumi's downside and upside margins for the forecasting period are 687.37 and 692.63, respectively. We have considered Bank Bumi'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 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Bank Bumi stock data series using in forecasting. Note that when a statistical model is used to represent Bank Bumi 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 | 117.1519 |
| Bias | Arithmetic mean of the errors | 3.9035 |
| MAD | Mean absolute deviation | 18.8596 |
| MAPE | Mean absolute percentage error | 0.0267 |
| SAE | Sum of the absolute errors | 1075.0 |
Predictive Modules for Bank Bumi
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Bank Bumi Arta. 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 Bank Bumi
For every potential investor in Bank, whether a beginner or expert, Bank Bumi's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Bank Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Bank. Basic forecasting techniques help filter out the noise by identifying Bank Bumi's price trends.Bank Bumi 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 Bank Bumi stock to make a market-neutral strategy. Peer analysis of Bank Bumi could also be used in its relative valuation, which is a method of valuing Bank Bumi by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Bank Bumi Arta 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 Bank Bumi'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 Bank Bumi's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Bank Bumi Market Strength Events
Market strength indicators help investors to evaluate how Bank Bumi stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Bank Bumi shares will generate the highest return on investment. By undertsting and applying Bank Bumi stock market strength indicators, traders can identify Bank Bumi Arta entry and exit signals to maximize returns.
Bank Bumi Risk Indicators
The analysis of Bank Bumi'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 Bank Bumi's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bank 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 | 1.9 | |||
| Standard Deviation | 2.6 | |||
| Variance | 6.74 |
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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Bank Bumi financial ratios help investors to determine whether Bank 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 Bank with respect to the benefits of owning Bank Bumi security.