Genius Electronic Stock Forecast - Simple Regression

3406 Stock  TWD 451.00  14.50  3.11%   
The Simple Regression forecasted value of Genius Electronic Optical on the next trading day is expected to be 479.32 with a mean absolute deviation of 11.46 and the sum of the absolute errors of 698.93. Genius Stock Forecast is based on your current time horizon.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Genius Electronic price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Genius Electronic Simple Regression Price Forecast For the 1st of February

Given 90 days horizon, the Simple Regression forecasted value of Genius Electronic Optical on the next trading day is expected to be 479.32 with a mean absolute deviation of 11.46, mean absolute percentage error of 244.07, and the sum of the absolute errors of 698.93.
Please note that although there have been many attempts to predict Genius 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 Genius Electronic's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Genius Electronic Stock Forecast Pattern

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Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Genius Electronic stock data series using in forecasting. Note that when a statistical model is used to represent Genius Electronic 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 Criteria123.608
BiasArithmetic mean of the errors None
MADMean absolute deviation11.4578
MAPEMean absolute percentage error0.0243
SAESum of the absolute errors698.9255
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Genius Electronic Optical historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Genius Electronic

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Genius Electronic Optical. 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
448.85451.00453.15
Details
Intrinsic
Valuation
LowRealHigh
388.87391.02496.10
Details
Bollinger
Band Projection (param)
LowMiddleHigh
437.21474.03510.86
Details

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

Genius Electronic Market Strength Events

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

Genius Electronic Risk Indicators

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

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