Jungheinrich Aktiengesellscha Pink Sheet Forecast - Simple Regression

JGHAF Stock  USD 33.84  0.00  0.00%   
The Simple Regression forecasted value of Jungheinrich Aktiengesellschaft on the next trading day is expected to be 33.84 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. Jungheinrich Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Jungheinrich Aktiengesellscha's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Jungheinrich Aktiengesellscha 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.

Jungheinrich Aktiengesellscha Simple Regression Price Forecast For the 28th of December

Given 90 days horizon, the Simple Regression forecasted value of Jungheinrich Aktiengesellschaft on the next trading day is expected to be 33.84 with a mean absolute deviation of 0, mean absolute percentage error of 0, and the sum of the absolute errors of 0.
Please note that although there have been many attempts to predict Jungheinrich Pink Sheet 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 Jungheinrich Aktiengesellscha's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Jungheinrich Aktiengesellscha Pink Sheet Forecast Pattern

Backtest Jungheinrich AktiengesellschaJungheinrich Aktiengesellscha Price PredictionBuy or Sell Advice 

Jungheinrich Aktiengesellscha Forecasted Value

In the context of forecasting Jungheinrich Aktiengesellscha's Pink Sheet 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. Jungheinrich Aktiengesellscha's downside and upside margins for the forecasting period are 33.84 and 33.84, respectively. We have considered Jungheinrich Aktiengesellscha'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
33.84
33.84
Expected Value
33.84
Upside

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 Jungheinrich Aktiengesellscha pink sheet data series using in forecasting. Note that when a statistical model is used to represent Jungheinrich Aktiengesellscha pink sheet, 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 Criteria57.1328
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.0
SAESum of the absolute errors0.0
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 Jungheinrich Aktiengesellschaft 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 Jungheinrich Aktiengesellscha

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Jungheinrich Aktiengesellscha. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
33.8433.8433.84
Details
Intrinsic
Valuation
LowRealHigh
33.8433.8433.84
Details
Bollinger
Band Projection (param)
LowMiddleHigh
33.8433.8433.84
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Jungheinrich Aktiengesellscha. Your research has to be compared to or analyzed against Jungheinrich Aktiengesellscha's peers to derive any actionable benefits. When done correctly, Jungheinrich Aktiengesellscha's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Jungheinrich Aktiengesellscha.

Other Forecasting Options for Jungheinrich Aktiengesellscha

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

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

Jungheinrich Aktiengesellscha Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Jungheinrich Aktiengesellscha'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 Jungheinrich Aktiengesellscha's current price.

Jungheinrich Aktiengesellscha Market Strength Events

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

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Other Information on Investing in Jungheinrich Pink Sheet

Jungheinrich Aktiengesellscha financial ratios help investors to determine whether Jungheinrich Pink Sheet is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Jungheinrich with respect to the benefits of owning Jungheinrich Aktiengesellscha security.