Adata Technology Stock Forecast - Naive Prediction

3260 Stock  TWD 90.40  0.50  0.55%   
The Naive Prediction forecasted value of Adata Technology Co on the next trading day is expected to be 89.20 with a mean absolute deviation of 0.95 and the sum of the absolute errors of 58.73. Adata Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Adata Technology is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Adata Technology Co 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.

Adata Technology Naive Prediction Price Forecast For the 27th of November

Given 90 days horizon, the Naive Prediction forecasted value of Adata Technology Co on the next trading day is expected to be 89.20 with a mean absolute deviation of 0.95, mean absolute percentage error of 1.26, and the sum of the absolute errors of 58.73.
Please note that although there have been many attempts to predict Adata 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 Adata Technology's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Adata Technology Stock Forecast Pattern

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Adata Technology Forecasted Value

In the context of forecasting Adata Technology'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. Adata Technology's downside and upside margins for the forecasting period are 88.03 and 90.36, respectively. We have considered Adata Technology'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
90.40
89.20
Expected Value
90.36
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 Adata Technology stock data series using in forecasting. Note that when a statistical model is used to represent Adata Technology 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 Criteria120.1824
BiasArithmetic mean of the errors None
MADMean absolute deviation0.9473
MAPEMean absolute percentage error0.0107
SAESum of the absolute errors58.7296
This model is not at all useful as a medium-long range forecasting tool of Adata Technology Co. 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 Adata Technology. 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 Adata Technology

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Adata Technology. 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
89.2390.4091.57
Details
Intrinsic
Valuation
LowRealHigh
88.8189.9791.15
Details
Bollinger
Band Projection (param)
LowMiddleHigh
88.3289.7191.10
Details

Other Forecasting Options for Adata Technology

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

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

Adata Technology 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 Adata Technology'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 Adata Technology's current price.

Adata Technology Market Strength Events

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

Adata Technology Risk Indicators

The analysis of Adata Technology'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 Adata Technology's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting adata 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.

Pair Trading with Adata Technology

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Adata Technology position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Adata Technology will appreciate offsetting losses from the drop in the long position's value.

Moving against Adata Stock

  0.472882 Cathay Financial HoldingPairCorr
  0.322891 CTBC Financial HoldingPairCorr
  0.322891B CTBC Financial HoldingPairCorr
  0.312883 China Development Earnings Call TodayPairCorr
The ability to find closely correlated positions to Adata Technology could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Adata Technology when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Adata Technology - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Adata Technology Co to buy it.
The correlation of Adata Technology is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Adata Technology moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Adata Technology moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Adata Technology can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Additional Tools for Adata Stock Analysis

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