Diebold Nixdorf, Pink Sheet Forecast - Simple Regression

DBD Stock  USD 46.53  0.44  0.94%   
The Simple Regression forecasted value of Diebold Nixdorf, Incorporated on the next trading day is expected to be 45.25 with a mean absolute deviation of 1.80 and the sum of the absolute errors of 109.63. Diebold Pink Sheet Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Diebold Nixdorf, stock prices and determine the direction of Diebold Nixdorf, Incorporated's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Diebold Nixdorf,'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 Diebold Nixdorf, 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.

Diebold Nixdorf, Simple Regression Price Forecast For the 29th of November

Given 90 days horizon, the Simple Regression forecasted value of Diebold Nixdorf, Incorporated on the next trading day is expected to be 45.25 with a mean absolute deviation of 1.80, mean absolute percentage error of 5.12, and the sum of the absolute errors of 109.63.
Please note that although there have been many attempts to predict Diebold 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 Diebold Nixdorf,'s next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Diebold Nixdorf, Pink Sheet Forecast Pattern

Backtest Diebold Nixdorf,Diebold Nixdorf, Price PredictionBuy or Sell Advice 

Diebold Nixdorf, Forecasted Value

In the context of forecasting Diebold Nixdorf,'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. Diebold Nixdorf,'s downside and upside margins for the forecasting period are 42.59 and 47.91, respectively. We have considered Diebold Nixdorf,'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
46.53
45.25
Expected Value
47.91
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 Diebold Nixdorf, pink sheet data series using in forecasting. Note that when a statistical model is used to represent Diebold Nixdorf, 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 Criteria119.7444
BiasArithmetic mean of the errors None
MADMean absolute deviation1.7972
MAPEMean absolute percentage error0.0412
SAESum of the absolute errors109.629
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 Diebold Nixdorf, Incorporated 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 Diebold Nixdorf,

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Diebold Nixdorf,. 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
43.8546.5349.21
Details
Intrinsic
Valuation
LowRealHigh
35.5538.2351.18
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Diebold Nixdorf,. Your research has to be compared to or analyzed against Diebold Nixdorf,'s peers to derive any actionable benefits. When done correctly, Diebold Nixdorf,'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 Diebold Nixdorf,.

Other Forecasting Options for Diebold Nixdorf,

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

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

Diebold Nixdorf, 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 Diebold Nixdorf,'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 Diebold Nixdorf,'s current price.

Diebold Nixdorf, Market Strength Events

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

Diebold Nixdorf, Risk Indicators

The analysis of Diebold Nixdorf,'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 Diebold Nixdorf,'s investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting diebold 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.

Also Currently Popular

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.

Other Information on Investing in Diebold Pink Sheet

Diebold Nixdorf, financial ratios help investors to determine whether Diebold 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 Diebold with respect to the benefits of owning Diebold Nixdorf, security.