Chainqui Construction Stock Forecast - Triple Exponential Smoothing

2509 Stock  TWD 17.75  0.20  1.14%   
The Triple Exponential Smoothing forecasted value of Chainqui Construction Development on the next trading day is expected to be 17.76 with a mean absolute deviation of 0.35 and the sum of the absolute errors of 20.56. Chainqui Stock Forecast is based on your current time horizon.
  
Triple exponential smoothing for Chainqui Construction - 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 Chainqui Construction 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 Chainqui Construction price movement. However, neither of these exponential smoothing models address any seasonality of Chainqui Construction.

Chainqui Construction Triple Exponential Smoothing Price Forecast For the 24th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Chainqui Construction Development on the next trading day is expected to be 17.76 with a mean absolute deviation of 0.35, mean absolute percentage error of 0.26, and the sum of the absolute errors of 20.56.
Please note that although there have been many attempts to predict Chainqui 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 Chainqui Construction's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Chainqui Construction Stock Forecast Pattern

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Chainqui Construction Forecasted Value

In the context of forecasting Chainqui Construction'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. Chainqui Construction's downside and upside margins for the forecasting period are 15.57 and 19.95, respectively. We have considered Chainqui Construction'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
17.75
17.76
Expected Value
19.95
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 Chainqui Construction stock data series using in forecasting. Note that when a statistical model is used to represent Chainqui Construction 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 0.0528
MADMean absolute deviation0.3485
MAPEMean absolute percentage error0.0176
SAESum of the absolute errors20.5614
As with simple exponential smoothing, in triple exponential smoothing models past Chainqui Construction 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 Chainqui Construction Development observations.

Predictive Modules for Chainqui Construction

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Chainqui 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
15.5617.7519.94
Details
Intrinsic
Valuation
LowRealHigh
16.9119.1021.29
Details
Bollinger
Band Projection (param)
LowMiddleHigh
16.8618.4520.04
Details

Other Forecasting Options for Chainqui Construction

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

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

Chainqui 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 Chainqui Construction'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 Chainqui Construction's current price.

Chainqui Construction Market Strength Events

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

Chainqui Construction Risk Indicators

The analysis of Chainqui Construction'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 Chainqui Construction's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting chainqui 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.

Additional Tools for Chainqui Stock Analysis

When running Chainqui Construction's price analysis, check to measure Chainqui Construction's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Chainqui Construction is operating at the current time. Most of Chainqui Construction's value examination focuses on studying past and present price action to predict the probability of Chainqui Construction's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Chainqui Construction's price. Additionally, you may evaluate how the addition of Chainqui Construction to your portfolios can decrease your overall portfolio volatility.