Henkel AG Pink Sheet Forecast - Polynomial Regression
| HELKF Stock | USD 81.29 2.31 2.76% |
The Polynomial Regression forecasted value of Henkel AG Co on the next trading day is expected to be 85.57 with a mean absolute deviation of 0.98 and the sum of the absolute errors of 60.07. Henkel Pink Sheet Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Henkel AG stock prices and determine the direction of Henkel AG Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Henkel AG's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Henkel AG to cross-verify your projections. Henkel |
Most investors in Henkel AG cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Henkel AG's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Henkel AG's price structures and extracts relationships that further increase the generated results' accuracy.
Henkel AG polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Henkel AG Co as well as the accuracy indicators are determined from the period prices. Henkel AG Polynomial Regression Price Forecast For the 24th of May
Given 90 days horizon, the Polynomial Regression forecasted value of Henkel AG Co on the next trading day is expected to be 85.57 with a mean absolute deviation of 0.98, mean absolute percentage error of 1.98, and the sum of the absolute errors of 60.07.Please note that although there have been many attempts to predict Henkel 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 Henkel AG's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Henkel AG Pink Sheet Forecast Pattern
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Henkel AG Forecasted Value
In the context of forecasting Henkel AG'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. Henkel AG's downside and upside margins for the forecasting period are 83.40 and 87.74, respectively. We have considered Henkel AG'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Henkel AG pink sheet data series using in forecasting. Note that when a statistical model is used to represent Henkel AG 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.| AIC | Akaike Information Criteria | 118.7922 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.9848 |
| MAPE | Mean absolute percentage error | 0.0137 |
| SAE | Sum of the absolute errors | 60.07 |
Predictive Modules for Henkel AG
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Henkel AG. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Henkel AG's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for Henkel AG
For every potential investor in Henkel, whether a beginner or expert, Henkel AG's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Henkel Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Henkel. Basic forecasting techniques help filter out the noise by identifying Henkel AG's price trends.Henkel AG 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 Henkel AG pink sheet to make a market-neutral strategy. Peer analysis of Henkel AG could also be used in its relative valuation, which is a method of valuing Henkel AG by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Henkel AG 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 Henkel AG'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 Henkel AG's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Henkel AG Market Strength Events
Market strength indicators help investors to evaluate how Henkel AG 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 Henkel AG shares will generate the highest return on investment. By undertsting and applying Henkel AG pink sheet market strength indicators, traders can identify Henkel AG Co entry and exit signals to maximize returns.
| Accumulation Distribution | 9.0E-4 | |||
| Daily Balance Of Power | (33.00) | |||
| Rate Of Daily Change | 0.97 | |||
| Day Median Price | 81.33 | |||
| Day Typical Price | 81.31 | |||
| Market Facilitation Index | 0.07 | |||
| Price Action Indicator | (1.19) | |||
| Period Momentum Indicator | (2.31) |
Henkel AG Risk Indicators
The analysis of Henkel AG'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 Henkel AG's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting henkel pink sheet 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.
| Mean Deviation | 1.03 | |||
| Standard Deviation | 2.12 | |||
| Variance | 4.5 |
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.
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Check out Historical Fundamental Analysis of Henkel AG to cross-verify your projections. You can also try the Headlines Timeline module to stay connected to all market stories and filter out noise. Drill down to analyze hype elasticity.
Complementary Tools for Henkel Pink Sheet analysis
When running Henkel AG's price analysis, check to measure Henkel AG'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 Henkel AG is operating at the current time. Most of Henkel AG's value examination focuses on studying past and present price action to predict the probability of Henkel AG's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Henkel AG's price. Additionally, you may evaluate how the addition of Henkel AG to your portfolios can decrease your overall portfolio volatility.
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