PTT Global Stock Forecast - Simple Regression

PTTGC Stock  THB 25.75  0.50  1.98%   
The Simple Regression forecasted value of PTT Global Chemical on the next trading day is expected to be 26.23 with a mean absolute deviation of 1.95 and the sum of the absolute errors of 119.20. PTT Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast PTT Global stock prices and determine the direction of PTT Global Chemical's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of PTT Global's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through PTT Global price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

PTT Global Simple Regression Price Forecast For the 25th of November

Given 90 days horizon, the Simple Regression forecasted value of PTT Global Chemical on the next trading day is expected to be 26.23 with a mean absolute deviation of 1.95, mean absolute percentage error of 15.53, and the sum of the absolute errors of 119.20.
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 Global's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

PTT Global Stock Forecast Pattern

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PTT Global Forecasted Value

In the context of forecasting PTT Global'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 Global's downside and upside margins for the forecasting period are 0.26 and 152.08, respectively. We have considered PTT Global'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
25.75
26.23
Expected Value
152.08
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of PTT Global stock data series using in forecasting. Note that when a statistical model is used to represent PTT Global 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 Criteria120.8531
BiasArithmetic mean of the errors None
MADMean absolute deviation1.9542
MAPEMean absolute percentage error9.223372036854776E14
SAESum of the absolute errors119.204
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as PTT Global Chemical historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for PTT Global

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 Global Chemical. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of PTT Global's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
1.2925.752,601
Details
Intrinsic
Valuation
LowRealHigh
0.8617.272,592
Details
Bollinger
Band Projection (param)
LowMiddleHigh
25.7525.7525.75
Details

Other Forecasting Options for PTT Global

For every potential investor in PTT, whether a beginner or expert, PTT Global'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 Global's price trends.

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

PTT Global Chemical 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 Global'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 Global's current price.

PTT Global Market Strength Events

Market strength indicators help investors to evaluate how PTT Global 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 Global shares will generate the highest return on investment. By undertsting and applying PTT Global stock market strength indicators, traders can identify PTT Global Chemical entry and exit signals to maximize returns.

PTT Global Risk Indicators

The analysis of PTT Global'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 Global'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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Other Information on Investing in PTT Stock

PTT Global financial ratios help investors to determine whether PTT 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 PTT with respect to the benefits of owning PTT Global security.