Companhia Paranaense Stock Forecast - Simple Regression

ELPA Stock  EUR 1.45  0.27  22.88%   
The Simple Regression forecasted value of Companhia Paranaense de on the next trading day is expected to be 1.23 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 3.25. Companhia Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Companhia Paranaense'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 Companhia Paranaense 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.

Companhia Paranaense Simple Regression Price Forecast For the 15th of December 2024

Given 90 days horizon, the Simple Regression forecasted value of Companhia Paranaense de on the next trading day is expected to be 1.23 with a mean absolute deviation of 0.05, mean absolute percentage error of 0, and the sum of the absolute errors of 3.25.
Please note that although there have been many attempts to predict Companhia 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 Companhia Paranaense's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Companhia Paranaense Stock Forecast Pattern

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Companhia Paranaense Forecasted Value

In the context of forecasting Companhia Paranaense's 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. Companhia Paranaense's downside and upside margins for the forecasting period are 0.01 and 5.76, respectively. We have considered Companhia Paranaense'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
1.45
1.23
Expected Value
5.76
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 Companhia Paranaense stock data series using in forecasting. Note that when a statistical model is used to represent Companhia Paranaense 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 Criteria112.638
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0532
MAPEMean absolute percentage error0.0408
SAESum of the absolute errors3.245
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 Companhia Paranaense de 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 Companhia Paranaense

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Companhia Paranaense. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the 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
0.071.455.98
Details
Intrinsic
Valuation
LowRealHigh
0.061.165.69
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Companhia Paranaense. Your research has to be compared to or analyzed against Companhia Paranaense's peers to derive any actionable benefits. When done correctly, Companhia Paranaense'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 Companhia Paranaense.

Other Forecasting Options for Companhia Paranaense

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

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

Companhia Paranaense Technical and Predictive Analytics

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

Companhia Paranaense Market Strength Events

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

Companhia Paranaense Risk Indicators

The analysis of Companhia Paranaense'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 Companhia Paranaense's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting companhia 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.

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Additional Information and Resources on Investing in Companhia Stock

When determining whether Companhia Paranaense offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Companhia Paranaense's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Companhia Paranaense De Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Companhia Paranaense De Stock:
Check out Historical Fundamental Analysis of Companhia Paranaense to cross-verify your projections.
You can also try the CEOs Directory module to screen CEOs from public companies around the world.
Please note, there is a significant difference between Companhia Paranaense's value and its price as these two are different measures arrived at by different means. Investors typically determine if Companhia Paranaense is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Companhia Paranaense's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.