Asia Cement Stock Forecast - Naive Prediction

1102 Stock  TWD 42.75  0.10  0.23%   
The Naive Prediction forecasted value of Asia Cement Corp on the next trading day is expected to be 44.35 with a mean absolute deviation of 0.47 and the sum of the absolute errors of 29.21. Asia Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Asia Cement is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Asia Cement 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.

Asia Cement Naive Prediction Price Forecast For the 15th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of Asia Cement Corp on the next trading day is expected to be 44.35 with a mean absolute deviation of 0.47, mean absolute percentage error of 0.34, and the sum of the absolute errors of 29.21.
Please note that although there have been many attempts to predict Asia 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 Asia Cement's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Asia Cement Stock Forecast Pattern

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Asia Cement Forecasted Value

In the context of forecasting Asia Cement'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. Asia Cement's downside and upside margins for the forecasting period are 43.20 and 45.50, respectively. We have considered Asia Cement'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
42.75
44.35
Expected Value
45.50
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 Asia Cement stock data series using in forecasting. Note that when a statistical model is used to represent Asia Cement 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 Criteria118.8697
BiasArithmetic mean of the errors None
MADMean absolute deviation0.4711
MAPEMean absolute percentage error0.0104
SAESum of the absolute errors29.207
This model is not at all useful as a medium-long range forecasting tool of Asia Cement 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 Asia Cement. 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 Asia Cement

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Asia Cement Corp. 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
41.6042.7543.90
Details
Intrinsic
Valuation
LowRealHigh
42.6843.8344.98
Details
Bollinger
Band Projection (param)
LowMiddleHigh
40.5744.2847.99
Details

Other Forecasting Options for Asia Cement

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

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

Asia Cement Corp 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 Asia Cement'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 Asia Cement's current price.

Asia Cement Market Strength Events

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

Asia Cement Risk Indicators

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

When running Asia Cement's price analysis, check to measure Asia Cement'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 Asia Cement is operating at the current time. Most of Asia Cement's value examination focuses on studying past and present price action to predict the probability of Asia Cement's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Asia Cement's price. Additionally, you may evaluate how the addition of Asia Cement to your portfolios can decrease your overall portfolio volatility.