Elma Electronic Stock Forecast - Simple Regression

Simple Regression model is a single variable regression model that attempts to put a straight line through Elma 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.

Elma Electronic Simple Regression Price Forecast For the 23rd of December

Given 90 days horizon, the Simple Regression forecasted value of Elma Electronic AG on the next trading day is expected to be 1,044 with a mean absolute deviation of 8.89, mean absolute percentage error of 127.76, and the sum of the absolute errors of 542.15.

Elma 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 Elma Electronic stock data series using in forecasting. Note that when a statistical model is used to represent Elma 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. 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 Elma Electronic AG 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 Elma 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 Elma Electronic AG. 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 Low Estimated High 1,049 1,050 1,051 Details

Intrinsic Valuation Low Real High 950.27 951.05 1,155 Details

Bollinger Band Projection (param) Low Middle High 1,020 1,039 1,058 Details

Other Forecasting Options for Elma Electronic

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

Elma Electronic Related Equities

Risk & Return

Correlation

Elma Electronic AG 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 Elma Electronic'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 Elma Electronic's current price.

Elma Electronic Market Strength Events

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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.

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