Cikarang Listrindo Stock Forecast - 4 Period Moving Average

POWR Stock  IDR 700.00  10.00  1.41%   
The 4 Period Moving Average forecasted value of Cikarang Listrindo Tbk on the next trading day is expected to be 702.50 with a mean absolute deviation of 4.48 and the sum of the absolute errors of 260.00. Cikarang Stock Forecast is based on your current time horizon.
  
A four-period moving average forecast model for Cikarang Listrindo Tbk is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Cikarang Listrindo 4 Period Moving Average Price Forecast For the 28th of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of Cikarang Listrindo Tbk on the next trading day is expected to be 702.50 with a mean absolute deviation of 4.48, mean absolute percentage error of 34.81, and the sum of the absolute errors of 260.00.
Please note that although there have been many attempts to predict Cikarang 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 Cikarang Listrindo's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Cikarang Listrindo Stock Forecast Pattern

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Cikarang Listrindo Forecasted Value

In the context of forecasting Cikarang Listrindo'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. Cikarang Listrindo's downside and upside margins for the forecasting period are 701.66 and 703.34, respectively. We have considered Cikarang Listrindo'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
700.00
701.66
Downside
702.50
Expected Value
703.34
Upside

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 Cikarang Listrindo stock data series using in forecasting. Note that when a statistical model is used to represent Cikarang Listrindo 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 Criteria116.1467
BiasArithmetic mean of the errors -1.0776
MADMean absolute deviation4.4828
MAPEMean absolute percentage error0.0064
SAESum of the absolute errors260.0
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Cikarang Listrindo. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Cikarang Listrindo Tbk and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Cikarang Listrindo

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Cikarang Listrindo 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
699.16700.00700.84
Details
Intrinsic
Valuation
LowRealHigh
697.91698.75770.00
Details

Other Forecasting Options for Cikarang Listrindo

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

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

Cikarang Listrindo 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 Cikarang Listrindo'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 Cikarang Listrindo's current price.

Cikarang Listrindo Market Strength Events

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

Cikarang Listrindo Risk Indicators

The analysis of Cikarang Listrindo'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 Cikarang Listrindo's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting cikarang 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 Cikarang Stock

Cikarang Listrindo financial ratios help investors to determine whether Cikarang 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 Cikarang with respect to the benefits of owning Cikarang Listrindo security.