Energi Mega Stock Forecast - Double Exponential Smoothing

ENRG Stock  IDR 242.00  16.00  6.20%   
The Double Exponential Smoothing forecasted value of Energi Mega Persada on the next trading day is expected to be 241.26 with a mean absolute deviation of 8.27 and the sum of the absolute errors of 496.38. Energi Stock Forecast is based on your current time horizon.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Energi Mega works best with periods where there are trends or seasonality.

Energi Mega Double Exponential Smoothing Price Forecast For the 30th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Energi Mega Persada on the next trading day is expected to be 241.26 with a mean absolute deviation of 8.27, mean absolute percentage error of 129.46, and the sum of the absolute errors of 496.38.
Please note that although there have been many attempts to predict Energi 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 Energi Mega's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Energi Mega Stock Forecast Pattern

Backtest Energi MegaEnergi Mega Price PredictionBuy or Sell Advice 

Energi Mega Forecasted Value

In the context of forecasting Energi Mega'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. Energi Mega's downside and upside margins for the forecasting period are 236.89 and 245.62, respectively. We have considered Energi Mega'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
242.00
236.89
Downside
241.26
Expected Value
245.62
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Energi Mega stock data series using in forecasting. Note that when a statistical model is used to represent Energi Mega 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 CriteriaHuge
BiasArithmetic mean of the errors -1.1622
MADMean absolute deviation8.2729
MAPEMean absolute percentage error0.0334
SAESum of the absolute errors496.3758
When Energi Mega Persada prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any Energi Mega Persada trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Energi Mega observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Energi Mega

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Energi Mega Persada. 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
237.67242.00246.33
Details
Intrinsic
Valuation
LowRealHigh
203.15207.48266.20
Details
Bollinger
Band Projection (param)
LowMiddleHigh
239.04266.25293.46
Details

Other Forecasting Options for Energi Mega

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

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

Energi Mega Persada 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 Energi Mega'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 Energi Mega's current price.

Energi Mega Market Strength Events

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

Energi Mega Risk Indicators

The analysis of Energi Mega'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 Energi Mega's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting energi 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.

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 Architect

Other Information on Investing in Energi Stock

Energi Mega financial ratios help investors to determine whether Energi 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 Energi with respect to the benefits of owning Energi Mega security.