Ho Hup Stock Forecast - Simple Exponential Smoothing

5169 Stock   0.16  0.01  6.67%   
The Simple Exponential Smoothing forecasted value of Ho Hup Construction on the next trading day is expected to be 0.16 with a mean absolute deviation of 0 and the sum of the absolute errors of 0.24. 5169 Stock Forecast is based on your current time horizon.
  
Ho Hup simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Ho Hup Construction are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Ho Hup Construction prices get older.

Ho Hup Simple Exponential Smoothing Price Forecast For the 16th of December 2024

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Ho Hup Construction on the next trading day is expected to be 0.16 with a mean absolute deviation of 0, mean absolute percentage error of 0.000063, and the sum of the absolute errors of 0.24.
Please note that although there have been many attempts to predict 5169 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 Ho Hup's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ho Hup Stock Forecast Pattern

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Ho Hup Forecasted Value

In the context of forecasting Ho Hup'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. Ho Hup's downside and upside margins for the forecasting period are 0 and 5.02, respectively. We have considered Ho Hup'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
0.16
0.16
Expected Value
5.02
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Ho Hup stock data series using in forecasting. Note that when a statistical model is used to represent Ho Hup 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 Criteria106.6055
BiasArithmetic mean of the errors -3.0E-4
MADMean absolute deviation0.004
MAPEMean absolute percentage error0.0245
SAESum of the absolute errors0.24
This simple exponential smoothing model begins by setting Ho Hup Construction forecast for the second period equal to the observation of the first period. In other words, recent Ho Hup observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Ho Hup

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ho Hup Construction. 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
0.010.165.06
Details
Intrinsic
Valuation
LowRealHigh
0.010.145.04
Details

Other Forecasting Options for Ho Hup

For every potential investor in 5169, whether a beginner or expert, Ho Hup's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. 5169 Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in 5169. Basic forecasting techniques help filter out the noise by identifying Ho Hup's price trends.

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

Ho Hup Construction 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 Ho Hup'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 Ho Hup's current price.

Ho Hup Market Strength Events

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

Ho Hup Risk Indicators

The analysis of Ho Hup'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 Ho Hup's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting 5169 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in 5169 Stock

Ho Hup financial ratios help investors to determine whether 5169 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 5169 with respect to the benefits of owning Ho Hup security.