Dhler SA Preferred Stock Forecast - Polynomial Regression

DOHL4 Preferred Stock  BRL 4.00  0.03  0.76%   
The Polynomial Regression forecasted value of Dhler SA on the next trading day is expected to be 4.02 with a mean absolute deviation of 0.04 and the sum of the absolute errors of 2.35. Dhler Preferred Stock Forecast is based on your current time horizon.
  
Dhler SA polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Dhler SA as well as the accuracy indicators are determined from the period prices.

Dhler SA Polynomial Regression Price Forecast For the 23rd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Dhler SA on the next trading day is expected to be 4.02 with a mean absolute deviation of 0.04, mean absolute percentage error of 0, and the sum of the absolute errors of 2.35.
Please note that although there have been many attempts to predict Dhler Preferred 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 Dhler SA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Dhler SA Preferred Stock Forecast Pattern

Backtest Dhler SADhler SA Price PredictionBuy or Sell Advice 

Dhler SA Forecasted Value

In the context of forecasting Dhler SA's Preferred 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. Dhler SA's downside and upside margins for the forecasting period are 2.74 and 5.31, respectively. We have considered Dhler SA'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
4.00
4.02
Expected Value
5.31
Upside

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 Dhler SA preferred stock data series using in forecasting. Note that when a statistical model is used to represent Dhler SA preferred 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 Criteria112.0366
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0385
MAPEMean absolute percentage error0.0095
SAESum of the absolute errors2.3505
A single variable polynomial regression model attempts to put a curve through the Dhler SA historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Dhler SA

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Dhler SA. Regardless of method or technology, however, to accurately forecast the preferred stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the preferred 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
2.714.005.29
Details
Intrinsic
Valuation
LowRealHigh
2.744.035.32
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Dhler SA. Your research has to be compared to or analyzed against Dhler SA's peers to derive any actionable benefits. When done correctly, Dhler SA'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 Dhler SA.

Other Forecasting Options for Dhler SA

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

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

Dhler SA Technical and Predictive Analytics

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

Dhler SA Market Strength Events

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

Dhler SA Risk Indicators

The analysis of Dhler SA'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 Dhler SA's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting dhler preferred 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.

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.

Additional Tools for Dhler Preferred Stock Analysis

When running Dhler SA's price analysis, check to measure Dhler SA'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 Dhler SA is operating at the current time. Most of Dhler SA's value examination focuses on studying past and present price action to predict the probability of Dhler SA's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Dhler SA's price. Additionally, you may evaluate how the addition of Dhler SA to your portfolios can decrease your overall portfolio volatility.