Tin Nghia Stock Forecast - Double Exponential Smoothing

TIP Stock   22,850  50.00  0.22%   
The Double Exponential Smoothing forecasted value of Tin Nghia Industrial on the next trading day is expected to be 22,901 with a mean absolute deviation of 206.29 and the sum of the absolute errors of 12,171. Tin Stock Forecast is based on your current time horizon.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Tin Nghia works best with periods where there are trends or seasonality.

Tin Nghia Double Exponential Smoothing Price Forecast For the 16th of December 2024

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Tin Nghia Industrial on the next trading day is expected to be 22,901 with a mean absolute deviation of 206.29, mean absolute percentage error of 86,759, and the sum of the absolute errors of 12,171.
Please note that although there have been many attempts to predict Tin 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 Tin Nghia's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Tin Nghia Stock Forecast Pattern

Backtest Tin NghiaTin Nghia Price PredictionBuy or Sell Advice 

Tin Nghia Forecasted Value

In the context of forecasting Tin Nghia'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. Tin Nghia's downside and upside margins for the forecasting period are 22,899 and 22,902, respectively. We have considered Tin Nghia'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
22,850
22,899
Downside
22,901
Expected Value
22,902
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Tin Nghia stock data series using in forecasting. Note that when a statistical model is used to represent Tin Nghia 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 28.8657
MADMean absolute deviation206.2858
MAPEMean absolute percentage error0.0092
SAESum of the absolute errors12170.8605
When Tin Nghia Industrial 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 Tin Nghia Industrial trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Tin Nghia observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Tin Nghia

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Tin Nghia Industrial. 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
22,84922,85022,851
Details
Intrinsic
Valuation
LowRealHigh
22,71122,71225,135
Details
Bollinger
Band Projection (param)
LowMiddleHigh
21,22722,21223,196
Details

Other Forecasting Options for Tin Nghia

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

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

Tin Nghia Industrial 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 Tin Nghia'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 Tin Nghia's current price.

Tin Nghia Market Strength Events

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

Tin Nghia Risk Indicators

The analysis of Tin Nghia'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 Tin Nghia's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting tin 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 Tin Nghia

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 Tin Nghia 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 Tin Nghia will appreciate offsetting losses from the drop in the long position's value.

Moving together with Tin Stock

  0.81ADS Damsan JSCPairCorr
  0.88AAA An Phat PlasticPairCorr
  0.7AME Alphanam MEPairCorr
  0.64APG APG Securities JointPairCorr
The ability to find closely correlated positions to Tin Nghia could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Tin Nghia 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 Tin Nghia - 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 Tin Nghia Industrial to buy it.
The correlation of Tin Nghia 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 Tin Nghia moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Tin Nghia Industrial 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 Tin Nghia 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 Tin Stock

Tin Nghia financial ratios help investors to determine whether Tin 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 Tin with respect to the benefits of owning Tin Nghia security.