EMS-CHEMIE HOLDING Pink Sheet Forecast - Simple Regression

EMSHF Stock  USD 702.84  0.00  0.00%   
The Simple Regression forecasted value of EMS CHEMIE HOLDING AG on the next trading day is expected to be 722.74 with a mean absolute deviation of 15.32 and the sum of the absolute errors of 934.58. EMS-CHEMIE Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of EMS-CHEMIE HOLDING's historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 4th of January 2026 the relative strength index (rsi) of EMS-CHEMIE HOLDING's share price is below 20 suggesting that the pink sheet is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of EMS-CHEMIE HOLDING's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of EMS-CHEMIE HOLDING and does not consider all of the tangible or intangible factors available from EMS-CHEMIE HOLDING's fundamental data. We analyze noise-free headlines and recent hype associated with EMS CHEMIE HOLDING AG, which may create opportunities for some arbitrage if properly timed.
Using EMS-CHEMIE HOLDING hype-based prediction, you can estimate the value of EMS CHEMIE HOLDING AG from the perspective of EMS-CHEMIE HOLDING response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of EMS CHEMIE HOLDING AG on the next trading day is expected to be 722.74 with a mean absolute deviation of 15.32 and the sum of the absolute errors of 934.58.

EMS-CHEMIE HOLDING after-hype prediction price

    
  USD 702.84  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as pink sheet price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of EMS-CHEMIE HOLDING to cross-verify your projections.

EMS-CHEMIE HOLDING Additional Predictive Modules

Most predictive techniques to examine EMS-CHEMIE price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for EMS-CHEMIE using various technical indicators. When you analyze EMS-CHEMIE charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Simple Regression model is a single variable regression model that attempts to put a straight line through EMS-CHEMIE HOLDING 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.

EMS-CHEMIE HOLDING Simple Regression Price Forecast For the 5th of January

Given 90 days horizon, the Simple Regression forecasted value of EMS CHEMIE HOLDING AG on the next trading day is expected to be 722.74 with a mean absolute deviation of 15.32, mean absolute percentage error of 318.78, and the sum of the absolute errors of 934.58.
Please note that although there have been many attempts to predict EMS-CHEMIE 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 EMS-CHEMIE HOLDING's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

EMS-CHEMIE HOLDING Pink Sheet Forecast Pattern

Backtest EMS-CHEMIE HOLDINGEMS-CHEMIE HOLDING Price PredictionBuy or Sell Advice 

EMS-CHEMIE HOLDING Forecasted Value

In the context of forecasting EMS-CHEMIE HOLDING'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. EMS-CHEMIE HOLDING's downside and upside margins for the forecasting period are 721.72 and 723.76, respectively. We have considered EMS-CHEMIE HOLDING'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
702.84
721.72
Downside
722.74
Expected Value
723.76
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 EMS-CHEMIE HOLDING pink sheet data series using in forecasting. Note that when a statistical model is used to represent EMS-CHEMIE HOLDING 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 Criteria123.875
BiasArithmetic mean of the errors None
MADMean absolute deviation15.321
MAPEMean absolute percentage error0.0206
SAESum of the absolute errors934.5832
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 EMS CHEMIE HOLDING 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 EMS-CHEMIE HOLDING

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as EMS CHEMIE HOLDING. 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
701.82702.84703.86
Details
Intrinsic
Valuation
LowRealHigh
617.48618.50773.12
Details
Bollinger
Band Projection (param)
LowMiddleHigh
679.32740.00800.69
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as EMS-CHEMIE HOLDING. Your research has to be compared to or analyzed against EMS-CHEMIE HOLDING's peers to derive any actionable benefits. When done correctly, EMS-CHEMIE HOLDING'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 EMS CHEMIE HOLDING.

Other Forecasting Options for EMS-CHEMIE HOLDING

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

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

EMS CHEMIE HOLDING 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 EMS-CHEMIE HOLDING'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 EMS-CHEMIE HOLDING's current price.

EMS-CHEMIE HOLDING Market Strength Events

Market strength indicators help investors to evaluate how EMS-CHEMIE HOLDING 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 EMS-CHEMIE HOLDING shares will generate the highest return on investment. By undertsting and applying EMS-CHEMIE HOLDING pink sheet market strength indicators, traders can identify EMS CHEMIE HOLDING AG entry and exit signals to maximize returns.

EMS-CHEMIE HOLDING Risk Indicators

The analysis of EMS-CHEMIE HOLDING'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 EMS-CHEMIE HOLDING's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ems-chemie 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.
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.

Currently Active Assets on Macroaxis

Other Information on Investing in EMS-CHEMIE Pink Sheet

EMS-CHEMIE HOLDING financial ratios help investors to determine whether EMS-CHEMIE 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 EMS-CHEMIE with respect to the benefits of owning EMS-CHEMIE HOLDING security.