Petrosea Tbk Stock Forecast - Triple Exponential Smoothing

PTRO Stock  IDR 21,800  75.00  0.34%   
The Triple Exponential Smoothing forecasted value of Petrosea Tbk on the next trading day is expected to be 22,012 with a mean absolute deviation of 477.30 and the sum of the absolute errors of 28,161. Petrosea Stock Forecast is based on your current time horizon.
  
Triple exponential smoothing for Petrosea Tbk - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Petrosea Tbk 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 trend in Petrosea Tbk price movement. However, neither of these exponential smoothing models address any seasonality of Petrosea Tbk.

Petrosea Tbk Triple Exponential Smoothing Price Forecast For the 4th of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Petrosea Tbk on the next trading day is expected to be 22,012 with a mean absolute deviation of 477.30, mean absolute percentage error of 471,740, and the sum of the absolute errors of 28,161.
Please note that although there have been many attempts to predict Petrosea 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 Petrosea Tbk's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Petrosea Tbk Stock Forecast Pattern

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Petrosea Tbk Forecasted Value

In the context of forecasting Petrosea Tbk'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. Petrosea Tbk's downside and upside margins for the forecasting period are 22,008 and 22,016, respectively. We have considered Petrosea Tbk'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
21,800
22,008
Downside
22,012
Expected Value
22,016
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Petrosea Tbk stock data series using in forecasting. Note that when a statistical model is used to represent Petrosea Tbk 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 -125.1574
MADMean absolute deviation477.2988
MAPEMean absolute percentage error0.0296
SAESum of the absolute errors28160.6305
As with simple exponential smoothing, in triple exponential smoothing models past Petrosea Tbk observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Petrosea Tbk observations.

Predictive Modules for Petrosea Tbk

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Petrosea 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
21,79621,80021,804
Details
Intrinsic
Valuation
LowRealHigh
16,19216,19623,980
Details
Bollinger
Band Projection (param)
LowMiddleHigh
18,39119,48120,571
Details

Other Forecasting Options for Petrosea Tbk

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

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

Petrosea 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 Petrosea Tbk'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 Petrosea Tbk's current price.

Petrosea Tbk Market Strength Events

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

Petrosea Tbk Risk Indicators

The analysis of Petrosea Tbk'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 Petrosea Tbk's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting petrosea 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 Petrosea Stock

Petrosea Tbk financial ratios help investors to determine whether Petrosea 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 Petrosea with respect to the benefits of owning Petrosea Tbk security.