Indika Energy Stock Forecast - Naive Prediction

INDY Stock  IDR 1,420  25.00  1.79%   
The Naive Prediction forecasted value of Indika Energy Tbk on the next trading day is expected to be 1,377 with a mean absolute deviation of 30.17 and the sum of the absolute errors of 1,840. Indika Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Indika Energy is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Indika Energy Tbk value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Indika Energy Naive Prediction Price Forecast For the 30th of November

Given 90 days horizon, the Naive Prediction forecasted value of Indika Energy Tbk on the next trading day is expected to be 1,377 with a mean absolute deviation of 30.17, mean absolute percentage error of 1,524, and the sum of the absolute errors of 1,840.
Please note that although there have been many attempts to predict Indika 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 Indika Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Indika Energy Stock Forecast Pattern

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Indika Energy Forecasted Value

In the context of forecasting Indika Energy'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. Indika Energy's downside and upside margins for the forecasting period are 1,374 and 1,380, respectively. We have considered Indika Energy'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
1,420
1,377
Expected Value
1,380
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Indika Energy stock data series using in forecasting. Note that when a statistical model is used to represent Indika Energy 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 Criteria125.4393
BiasArithmetic mean of the errors None
MADMean absolute deviation30.1656
MAPEMean absolute percentage error0.019
SAESum of the absolute errors1840.1022
This model is not at all useful as a medium-long range forecasting tool of Indika Energy Tbk. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Indika Energy. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Indika Energy

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Indika Energy 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
1,3971,4001,403
Details
Intrinsic
Valuation
LowRealHigh
1,2541,2571,540
Details

Other Forecasting Options for Indika Energy

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

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

Indika Energy 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 Indika Energy'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 Indika Energy's current price.

Indika Energy Market Strength Events

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

Indika Energy Risk Indicators

The analysis of Indika Energy'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 Indika Energy's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting indika 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 Indika Stock

Indika Energy financial ratios help investors to determine whether Indika 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 Indika with respect to the benefits of owning Indika Energy security.