PTT Exploration Stock Forecast - 8 Period Moving Average

PTTEP-R Stock  THB 128.50  26.21  16.94%   
The 8 Period Moving Average forecasted value of PTT Exploration and on the next trading day is expected to be 148.16 with a mean absolute deviation of 6.77 and the sum of the absolute errors of 358.56. PTT Stock Forecast is based on your current time horizon.
  
An 8-period moving average forecast model for PTT Exploration is based on an artificially constructed time series of PTT Exploration daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

PTT Exploration 8 Period Moving Average Price Forecast For the 5th of December

Given 90 days horizon, the 8 Period Moving Average forecasted value of PTT Exploration and on the next trading day is expected to be 148.16 with a mean absolute deviation of 6.77, mean absolute percentage error of 530.94, and the sum of the absolute errors of 358.56.
Please note that although there have been many attempts to predict PTT 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 PTT Exploration's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

PTT Exploration Stock Forecast Pattern

Backtest PTT ExplorationPTT Exploration Price PredictionBuy or Sell Advice 

PTT Exploration Forecasted Value

In the context of forecasting PTT Exploration'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. PTT Exploration's downside and upside margins for the forecasting period are 21.29 and 275.02, respectively. We have considered PTT Exploration'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
128.50
148.16
Expected Value
275.02
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of PTT Exploration stock data series using in forecasting. Note that when a statistical model is used to represent PTT Exploration 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 Criteria109.6821
BiasArithmetic mean of the errors 0.9272
MADMean absolute deviation6.7654
MAPEMean absolute percentage error9.223372036854776E14
SAESum of the absolute errors358.5638
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. PTT Exploration and 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for PTT Exploration

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as PTT Exploration. 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
6.30126.0012,726
Details
Intrinsic
Valuation
LowRealHigh
4.8396.5912,697
Details
Bollinger
Band Projection (param)
LowMiddleHigh
137.31147.35157.40
Details

Other Forecasting Options for PTT Exploration

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

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

PTT Exploration 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 PTT Exploration'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 PTT Exploration's current price.

PTT Exploration Market Strength Events

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

PTT Exploration Risk Indicators

The analysis of PTT Exploration'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 PTT Exploration's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ptt 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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Additional Tools for PTT Stock Analysis

When running PTT Exploration's price analysis, check to measure PTT Exploration's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy PTT Exploration is operating at the current time. Most of PTT Exploration's value examination focuses on studying past and present price action to predict the probability of PTT Exploration's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move PTT Exploration's price. Additionally, you may evaluate how the addition of PTT Exploration to your portfolios can decrease your overall portfolio volatility.