Delta Djakarta Stock Forecast - Simple Exponential Smoothing

DLTA Stock  IDR 2,130  10.00  0.47%   
The Simple Exponential Smoothing forecasted value of Delta Djakarta Tbk on the next trading day is expected to be 2,130 with a mean absolute deviation of 18.24 and the sum of the absolute errors of 1,095. Delta Stock Forecast is based on your current time horizon.
  
Delta Djakarta simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Delta Djakarta Tbk are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Delta Djakarta Tbk prices get older.

Delta Djakarta Simple Exponential Smoothing Price Forecast For the 25th of November

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Delta Djakarta Tbk on the next trading day is expected to be 2,130 with a mean absolute deviation of 18.24, mean absolute percentage error of 994.33, and the sum of the absolute errors of 1,095.
Please note that although there have been many attempts to predict Delta 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 Delta Djakarta's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Delta Djakarta Stock Forecast Pattern

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Delta Djakarta Forecasted Value

In the context of forecasting Delta Djakarta'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. Delta Djakarta's downside and upside margins for the forecasting period are 2,129 and 2,131, respectively. We have considered Delta Djakarta'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
2,130
2,130
Expected Value
2,131
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Delta Djakarta stock data series using in forecasting. Note that when a statistical model is used to represent Delta Djakarta 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 Criteria123.1747
BiasArithmetic mean of the errors 6.1271
MADMean absolute deviation18.2432
MAPEMean absolute percentage error0.0077
SAESum of the absolute errors1094.5929
This simple exponential smoothing model begins by setting Delta Djakarta Tbk forecast for the second period equal to the observation of the first period. In other words, recent Delta Djakarta observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Delta Djakarta

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Delta Djakarta 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
2,1292,1302,131
Details
Intrinsic
Valuation
LowRealHigh
1,8051,8062,343
Details
Bollinger
Band Projection (param)
LowMiddleHigh
2,1302,1302,130
Details

Other Forecasting Options for Delta Djakarta

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

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

Delta Djakarta 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 Delta Djakarta'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 Delta Djakarta's current price.

Delta Djakarta Market Strength Events

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

Delta Djakarta Risk Indicators

The analysis of Delta Djakarta'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 Delta Djakarta's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting delta 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 Delta Stock

Delta Djakarta financial ratios help investors to determine whether Delta 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 Delta with respect to the benefits of owning Delta Djakarta security.