Highwealth Construction Stock Forecast - Naive Prediction

2542 Stock  TWD 46.65  0.75  1.58%   
The Naive Prediction forecasted value of Highwealth Construction Corp on the next trading day is expected to be 44.76 with a mean absolute deviation of 0.71 and the sum of the absolute errors of 44.00. Highwealth Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Highwealth Construction is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Highwealth Construction Corp value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Highwealth Construction Naive Prediction Price Forecast For the 12th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of Highwealth Construction Corp on the next trading day is expected to be 44.76 with a mean absolute deviation of 0.71, mean absolute percentage error of 1.28, and the sum of the absolute errors of 44.00.
Please note that although there have been many attempts to predict Highwealth 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 Highwealth Construction's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Highwealth Construction Stock Forecast Pattern

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Highwealth Construction Forecasted Value

In the context of forecasting Highwealth 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. Highwealth Construction's downside and upside margins for the forecasting period are 41.81 and 47.71, respectively. We have considered Highwealth 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
46.65
44.76
Expected Value
47.71
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Highwealth Construction stock data series using in forecasting. Note that when a statistical model is used to represent Highwealth 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 Criteria120.1966
BiasArithmetic mean of the errors None
MADMean absolute deviation0.7096
MAPEMean absolute percentage error0.0156
SAESum of the absolute errors43.9971
This model is not at all useful as a medium-long range forecasting tool of Highwealth Construction Corp. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Highwealth Construction. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Highwealth 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 Highwealth 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
43.7046.6549.60
Details
Intrinsic
Valuation
LowRealHigh
44.0046.9549.90
Details
Bollinger
Band Projection (param)
LowMiddleHigh
38.2643.6749.09
Details

Other Forecasting Options for Highwealth Construction

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

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

Highwealth 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 Highwealth 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 Highwealth Construction's current price.

Highwealth Construction Market Strength Events

Market strength indicators help investors to evaluate how Highwealth 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 Highwealth Construction shares will generate the highest return on investment. By undertsting and applying Highwealth Construction stock market strength indicators, traders can identify Highwealth Construction Corp entry and exit signals to maximize returns.

Highwealth Construction Risk Indicators

The analysis of Highwealth 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 Highwealth Construction's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting highwealth 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 Highwealth Stock Analysis

When running Highwealth Construction's price analysis, check to measure Highwealth 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 Highwealth Construction is operating at the current time. Most of Highwealth Construction's value examination focuses on studying past and present price action to predict the probability of Highwealth 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 Highwealth Construction's price. Additionally, you may evaluate how the addition of Highwealth Construction to your portfolios can decrease your overall portfolio volatility.