Senao Networks Stock Forecast - Naive Prediction

3558 Stock  TWD 199.00  9.50  4.56%   
The Naive Prediction forecasted value of Senao Networks on the next trading day is expected to be 203.54 with a mean absolute deviation of 4.96 and the sum of the absolute errors of 302.74. Senao Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Senao Networks is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Senao Networks 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.

Senao Networks Naive Prediction Price Forecast For the 28th of November

Given 90 days horizon, the Naive Prediction forecasted value of Senao Networks on the next trading day is expected to be 203.54 with a mean absolute deviation of 4.96, mean absolute percentage error of 35.27, and the sum of the absolute errors of 302.74.
Please note that although there have been many attempts to predict Senao 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 Senao Networks' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Senao Networks Stock Forecast Pattern

Backtest Senao NetworksSenao Networks Price PredictionBuy or Sell Advice 

Senao Networks Forecasted Value

In the context of forecasting Senao Networks' 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. Senao Networks' downside and upside margins for the forecasting period are 200.17 and 206.90, respectively. We have considered Senao Networks' 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
199.00
200.17
Downside
203.54
Expected Value
206.90
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 Senao Networks stock data series using in forecasting. Note that when a statistical model is used to represent Senao Networks 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 Criteria121.6735
BiasArithmetic mean of the errors None
MADMean absolute deviation4.963
MAPEMean absolute percentage error0.0302
SAESum of the absolute errors302.7424
This model is not at all useful as a medium-long range forecasting tool of Senao Networks. 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 Senao Networks. 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 Senao Networks

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Senao Networks. 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
205.13208.50211.87
Details
Intrinsic
Valuation
LowRealHigh
187.65239.77243.15
Details
Bollinger
Band Projection (param)
LowMiddleHigh
126.49173.00219.51
Details

Other Forecasting Options for Senao Networks

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

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

Senao Networks 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 Senao Networks' 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 Senao Networks' current price.

Senao Networks Market Strength Events

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

Senao Networks Risk Indicators

The analysis of Senao Networks' 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 Senao Networks' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting senao 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 Senao Networks

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 Senao Networks 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 Senao Networks will appreciate offsetting losses from the drop in the long position's value.

Moving against Senao Stock

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The ability to find closely correlated positions to Senao Networks could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Senao Networks 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 Senao Networks - 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 Senao Networks to buy it.
The correlation of Senao Networks 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 Senao Networks moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Senao Networks 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 Senao Networks 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 Senao Stock Analysis

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