Gabelli Equity Preferred Stock Forecast - Polynomial Regression

GAB-PG Preferred Stock  USD 22.59  0.04  0.18%   
The Polynomial Regression forecasted value of The Gabelli Equity on the next trading day is expected to be 22.79 with a mean absolute deviation of 0.19 and the sum of the absolute errors of 11.75. Gabelli Preferred Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Gabelli Equity's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Gabelli Equity polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for The Gabelli Equity as well as the accuracy indicators are determined from the period prices.

Gabelli Equity Polynomial Regression Price Forecast For the 23rd of November

Given 90 days horizon, the Polynomial Regression forecasted value of The Gabelli Equity on the next trading day is expected to be 22.79 with a mean absolute deviation of 0.19, mean absolute percentage error of 0.05, and the sum of the absolute errors of 11.75.
Please note that although there have been many attempts to predict Gabelli 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 Gabelli Equity's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Gabelli Equity Preferred Stock Forecast Pattern

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Gabelli Equity Forecasted Value

In the context of forecasting Gabelli Equity'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. Gabelli Equity's downside and upside margins for the forecasting period are 21.84 and 23.74, respectively. We have considered Gabelli Equity'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
22.59
22.79
Expected Value
23.74
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 Gabelli Equity preferred stock data series using in forecasting. Note that when a statistical model is used to represent Gabelli Equity 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 Criteria115.1751
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1927
MAPEMean absolute percentage error0.0082
SAESum of the absolute errors11.7543
A single variable polynomial regression model attempts to put a curve through the Gabelli Equity 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 Gabelli Equity

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Gabelli Equity. 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
21.6422.5923.54
Details
Intrinsic
Valuation
LowRealHigh
18.1519.1024.85
Details
Bollinger
Band Projection (param)
LowMiddleHigh
22.4823.2123.94
Details

Other Forecasting Options for Gabelli Equity

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

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

Gabelli Equity 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 Gabelli Equity'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 Gabelli Equity's current price.

Gabelli Equity Market Strength Events

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

Gabelli Equity Risk Indicators

The analysis of Gabelli Equity'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 Gabelli Equity's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting gabelli 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.

Currently Active Assets on Macroaxis

Other Information on Investing in Gabelli Preferred Stock

Gabelli Equity financial ratios help investors to determine whether Gabelli Preferred 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 Gabelli with respect to the benefits of owning Gabelli Equity security.