VIA Technologies Stock Forecast - Naive Prediction

2388 Stock  TWD 108.00  5.00  4.85%   
The Naive Prediction forecasted value of VIA Technologies on the next trading day is expected to be 110.20 with a mean absolute deviation of 2.64 and the sum of the absolute errors of 161.27. VIA Stock Forecast is based on your current time horizon.
  
A naive forecasting model for VIA Technologies is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of VIA Technologies 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.

VIA Technologies Naive Prediction Price Forecast For the 6th of December

Given 90 days horizon, the Naive Prediction forecasted value of VIA Technologies on the next trading day is expected to be 110.20 with a mean absolute deviation of 2.64, mean absolute percentage error of 10.88, and the sum of the absolute errors of 161.27.
Please note that although there have been many attempts to predict VIA 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 VIA Technologies' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

VIA Technologies Stock Forecast Pattern

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VIA Technologies Forecasted Value

In the context of forecasting VIA Technologies' 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. VIA Technologies' downside and upside margins for the forecasting period are 106.88 and 113.52, respectively. We have considered VIA Technologies' 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
108.00
106.88
Downside
110.20
Expected Value
113.52
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 VIA Technologies stock data series using in forecasting. Note that when a statistical model is used to represent VIA Technologies 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 Criteria120.4973
BiasArithmetic mean of the errors None
MADMean absolute deviation2.6437
MAPEMean absolute percentage error0.0216
SAESum of the absolute errors161.2669
This model is not at all useful as a medium-long range forecasting tool of VIA Technologies. 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 VIA Technologies. 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 VIA Technologies

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as VIA Technologies. 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
104.68108.00111.32
Details
Intrinsic
Valuation
LowRealHigh
87.4090.72118.80
Details
Bollinger
Band Projection (param)
LowMiddleHigh
103.01105.56108.10
Details

Other Forecasting Options for VIA Technologies

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

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

VIA Technologies 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 VIA Technologies' 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 VIA Technologies' current price.

VIA Technologies Market Strength Events

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

VIA Technologies Risk Indicators

The analysis of VIA Technologies' 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 VIA Technologies' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting via 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 VIA Stock Analysis

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