Charoen Pokphand Stock Forecast - Triple Exponential Smoothing

CPOF Stock  EUR 0.64  0.01  1.54%   
The Triple Exponential Smoothing forecasted value of Charoen Pokphand Foods on the next trading day is expected to be 0.64 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.41. Charoen Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Charoen Pokphand's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for Charoen Pokphand - 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 Charoen Pokphand 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 Charoen Pokphand price movement. However, neither of these exponential smoothing models address any seasonality of Charoen Pokphand Foods.

Charoen Pokphand Triple Exponential Smoothing Price Forecast For the 24th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Charoen Pokphand Foods on the next trading day is expected to be 0.64 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0001, and the sum of the absolute errors of 0.41.
Please note that although there have been many attempts to predict Charoen 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 Charoen Pokphand's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Charoen Pokphand Stock Forecast Pattern

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Charoen Pokphand Forecasted Value

In the context of forecasting Charoen Pokphand'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. Charoen Pokphand's downside and upside margins for the forecasting period are 0.01 and 2.31, respectively. We have considered Charoen Pokphand'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
0.64
0.64
Expected Value
2.31
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 Charoen Pokphand stock data series using in forecasting. Note that when a statistical model is used to represent Charoen Pokphand 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 -1.0E-4
MADMean absolute deviation0.0069
MAPEMean absolute percentage error0.0103
SAESum of the absolute errors0.4056
As with simple exponential smoothing, in triple exponential smoothing models past Charoen Pokphand 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 Charoen Pokphand Foods observations.

Predictive Modules for Charoen Pokphand

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Charoen Pokphand Foods. 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
0.030.642.31
Details
Intrinsic
Valuation
LowRealHigh
0.030.552.22
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Charoen Pokphand. Your research has to be compared to or analyzed against Charoen Pokphand's peers to derive any actionable benefits. When done correctly, Charoen Pokphand's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Charoen Pokphand Foods.

Other Forecasting Options for Charoen Pokphand

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

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

Charoen Pokphand Foods 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 Charoen Pokphand'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 Charoen Pokphand's current price.

Charoen Pokphand Market Strength Events

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

Charoen Pokphand Risk Indicators

The analysis of Charoen Pokphand'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 Charoen Pokphand's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting charoen 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 Charoen Stock

Charoen Pokphand financial ratios help investors to determine whether Charoen 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 Charoen with respect to the benefits of owning Charoen Pokphand security.