Hoa Phat Stock Forecast - Triple Exponential Smoothing

HPG Stock   26,550  100.00  0.38%   
The Triple Exponential Smoothing forecasted value of Hoa Phat Group on the next trading day is expected to be 26,560 with a mean absolute deviation of 277.69 and the sum of the absolute errors of 16,384. Hoa Stock Forecast is based on your current time horizon.
  
Triple exponential smoothing for Hoa Phat - 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 Hoa Phat 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 Hoa Phat price movement. However, neither of these exponential smoothing models address any seasonality of Hoa Phat Group.

Hoa Phat Triple Exponential Smoothing Price Forecast For the 1st of February

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Hoa Phat Group on the next trading day is expected to be 26,560 with a mean absolute deviation of 277.69, mean absolute percentage error of 121,995, and the sum of the absolute errors of 16,384.
Please note that although there have been many attempts to predict Hoa 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 Hoa Phat's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Hoa Phat Stock Forecast Pattern

Backtest Hoa PhatHoa Phat Price PredictionBuy or Sell Advice 

Hoa Phat Forecasted Value

In the context of forecasting Hoa Phat'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. Hoa Phat's downside and upside margins for the forecasting period are 26,559 and 26,562, respectively. We have considered Hoa Phat'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
26,550
26,559
Downside
26,560
Expected Value
26,562
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 Hoa Phat stock data series using in forecasting. Note that when a statistical model is used to represent Hoa Phat 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 -50.9196
MADMean absolute deviation277.6897
MAPEMean absolute percentage error0.0104
SAESum of the absolute errors16383.6918
As with simple exponential smoothing, in triple exponential smoothing models past Hoa Phat 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 Hoa Phat Group observations.

Predictive Modules for Hoa Phat

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Hoa Phat Group. 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
26,54926,55026,551
Details
Intrinsic
Valuation
LowRealHigh
25,28125,28229,205
Details
Bollinger
Band Projection (param)
LowMiddleHigh
25,61726,71227,808
Details

Other Forecasting Options for Hoa Phat

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

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

Hoa Phat Group 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 Hoa Phat'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 Hoa Phat's current price.

Hoa Phat Market Strength Events

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

Hoa Phat Risk Indicators

The analysis of Hoa Phat'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 Hoa Phat's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hoa 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.

Pair Trading with Hoa Phat

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Hoa Phat position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Hoa Phat will appreciate offsetting losses from the drop in the long position's value.

Moving together with Hoa Stock

  0.61AAA An Phat PlasticPairCorr
The ability to find closely correlated positions to Hoa Phat could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Hoa Phat when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Hoa Phat - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Hoa Phat Group to buy it.
The correlation of Hoa Phat is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Hoa Phat moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Hoa Phat Group moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Hoa Phat can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Other Information on Investing in Hoa Stock

Hoa Phat financial ratios help investors to determine whether Hoa 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 Hoa with respect to the benefits of owning Hoa Phat security.