Bayer AG OTC Stock Forecast - Naive Prediction

BAYZF Stock  USD 51.95  3.17  6.50%   
The Naive Prediction forecasted value of Bayer AG on the next trading day is expected to be 55.31 with a mean absolute deviation of 0.88 and the sum of the absolute errors of 53.61. Bayer OTC Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Bayer AG's historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 19th of January 2026 the value of rsi of Bayer AG's share price is below 20 suggesting that the otc stock 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
Bayer AG stock price prediction is an act of determining the future value of Bayer AG shares using few different conventional methods such as EPS estimation, analyst consensus, or fundamental intrinsic valuation. The successful prediction of Bayer AG'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 Bayer AG and does not consider all of the tangible or intangible factors available from Bayer AG's fundamental data. We analyze noise-free headlines and recent hype associated with Bayer AG, which may create opportunities for some arbitrage if properly timed.
It is a matter of debate whether otc price prediction based on information in financial news can generate a strong buy or sell signal. We use our internally-built news screening methodology to estimate the value of Bayer AG based on different types of headlines from major news networks to social media. Using Bayer AG hype-based prediction, you can estimate the value of Bayer AG from the perspective of Bayer AG response to recently generated media hype and the effects of current headlines on its competitors.
The Naive Prediction forecasted value of Bayer AG on the next trading day is expected to be 55.31 with a mean absolute deviation of 0.88 and the sum of the absolute errors of 53.61.

Bayer AG after-hype prediction price

    
  USD 51.8  
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 otc price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Bayer AG to cross-verify your projections.

Bayer AG Additional Predictive Modules

Most predictive techniques to examine Bayer price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Bayer using various technical indicators. When you analyze Bayer 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.
A naive forecasting model for Bayer AG is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Bayer AG value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Bayer AG Naive Prediction Price Forecast For the 20th of January

Given 90 days horizon, the Naive Prediction forecasted value of Bayer AG on the next trading day is expected to be 55.31 with a mean absolute deviation of 0.88, mean absolute percentage error of 1.19, and the sum of the absolute errors of 53.61.
Please note that although there have been many attempts to predict Bayer OTC 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 Bayer AG's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Bayer AG OTC Stock Forecast Pattern

Backtest Bayer AGBayer AG Price PredictionBuy or Sell Advice 

Bayer AG Forecasted Value

In the context of forecasting Bayer AG's OTC Stock 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. Bayer AG's downside and upside margins for the forecasting period are 52.48 and 58.14, respectively. We have considered Bayer 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.
Market Value
51.95
55.31
Expected Value
58.14
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Bayer AG otc stock data series using in forecasting. Note that when a statistical model is used to represent Bayer AG otc 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 Criteria118.2822
BiasArithmetic mean of the errors None
MADMean absolute deviation0.8789
MAPEMean absolute percentage error0.0234
SAESum of the absolute errors53.6131
This model is not at all useful as a medium-long range forecasting tool of Bayer AG. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Bayer AG. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Bayer 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 Bayer AG. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc 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
48.9751.8054.63
Details
Intrinsic
Valuation
LowRealHigh
51.9554.7857.61
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Bayer AG. Your research has to be compared to or analyzed against Bayer AG's peers to derive any actionable benefits. When done correctly, Bayer AG'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 Bayer AG.

Other Forecasting Options for Bayer AG

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

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

Bayer AG Technical and Predictive Analytics

The otc stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Bayer 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 Bayer AG's current price.

Bayer AG Market Strength Events

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

Bayer AG Risk Indicators

The analysis of Bayer 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 Bayer AG's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bayer otc 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.

Currently Active Assets on Macroaxis

Other Information on Investing in Bayer OTC Stock

Bayer AG financial ratios help investors to determine whether Bayer OTC Stock 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 Bayer with respect to the benefits of owning Bayer AG security.