Powszechny Zaklad OTC Stock Forecast - Simple Regression

PWZYF Stock  USD 16.25  0.00  0.00%   
The Simple Regression forecasted value of Powszechny Zaklad Ubezpieczen on the next trading day is expected to be 16.57 with a mean absolute deviation of 0.22 and the sum of the absolute errors of 13.54. Powszechny OTC Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Powszechny Zaklad'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 Powszechny Zaklad 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.

Powszechny Zaklad Simple Regression Price Forecast For the 29th of December

Given 90 days horizon, the Simple Regression forecasted value of Powszechny Zaklad Ubezpieczen on the next trading day is expected to be 16.57 with a mean absolute deviation of 0.22, mean absolute percentage error of 0.07, and the sum of the absolute errors of 13.54.
Please note that although there have been many attempts to predict Powszechny 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 Powszechny Zaklad's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Powszechny Zaklad OTC Stock Forecast Pattern

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Powszechny Zaklad Forecasted Value

In the context of forecasting Powszechny Zaklad'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. Powszechny Zaklad's downside and upside margins for the forecasting period are 15.10 and 18.04, respectively. We have considered Powszechny Zaklad'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
16.25
16.57
Expected Value
18.04
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 Powszechny Zaklad otc stock data series using in forecasting. Note that when a statistical model is used to represent Powszechny Zaklad 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 Criteria115.4669
BiasArithmetic mean of the errors None
MADMean absolute deviation0.222
MAPEMean absolute percentage error0.0141
SAESum of the absolute errors13.5393
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 Powszechny Zaklad Ubezpieczen 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 Powszechny Zaklad

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Powszechny Zaklad. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Powszechny Zaklad's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
14.7816.2517.72
Details
Intrinsic
Valuation
LowRealHigh
14.5115.9817.45
Details
Bollinger
Band Projection (param)
LowMiddleHigh
14.7215.7716.83
Details

Other Forecasting Options for Powszechny Zaklad

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

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

Powszechny Zaklad 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 Powszechny Zaklad'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 Powszechny Zaklad's current price.

Powszechny Zaklad Market Strength Events

Market strength indicators help investors to evaluate how Powszechny Zaklad 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 Powszechny Zaklad shares will generate the highest return on investment. By undertsting and applying Powszechny Zaklad otc stock market strength indicators, traders can identify Powszechny Zaklad Ubezpieczen entry and exit signals to maximize returns.

Powszechny Zaklad Risk Indicators

The analysis of Powszechny Zaklad'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 Powszechny Zaklad's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting powszechny 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.

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Other Information on Investing in Powszechny OTC Stock

Powszechny Zaklad financial ratios help investors to determine whether Powszechny 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 Powszechny with respect to the benefits of owning Powszechny Zaklad security.