Pacific Gas Preferred Stock Forecast - Simple Moving Average

PCG-PI Preferred Stock  USD 17.25  1.00  5.48%   
The Simple Moving Average forecasted value of Pacific Gas and on the next trading day is expected to be 17.25 with a mean absolute deviation of 0.33 and the sum of the absolute errors of 19.64. Pacific Preferred Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Pacific Gas' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A two period moving average forecast for Pacific Gas is based on an daily price series in which the stock price on a given day is replaced by the mean of that price and the preceding price. This model is best suited to price patterns experiencing average volatility.

Pacific Gas Simple Moving Average Price Forecast For the 26th of November

Given 90 days horizon, the Simple Moving Average forecasted value of Pacific Gas and on the next trading day is expected to be 17.25 with a mean absolute deviation of 0.33, mean absolute percentage error of 0.22, and the sum of the absolute errors of 19.64.
Please note that although there have been many attempts to predict Pacific 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 Pacific Gas' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Pacific Gas Preferred Stock Forecast Pattern

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Pacific Gas Forecasted Value

In the context of forecasting Pacific Gas' 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. Pacific Gas' downside and upside margins for the forecasting period are 15.06 and 19.44, respectively. We have considered Pacific Gas' 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
17.25
17.25
Expected Value
19.44
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of Pacific Gas preferred stock data series using in forecasting. Note that when a statistical model is used to represent Pacific Gas 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 Criteria112.9282
BiasArithmetic mean of the errors -0.0468
MADMean absolute deviation0.3329
MAPEMean absolute percentage error0.0198
SAESum of the absolute errors19.64
The simple moving average model is conceptually a linear regression of the current value of Pacific Gas and price series against current and previous (unobserved) value of Pacific Gas. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future

Predictive Modules for Pacific Gas

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Pacific Gas. 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
15.0617.2519.44
Details
Intrinsic
Valuation
LowRealHigh
12.1214.3118.98
Details
Bollinger
Band Projection (param)
LowMiddleHigh
17.0717.8418.61
Details

Other Forecasting Options for Pacific Gas

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

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

Pacific Gas 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 Pacific Gas' 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 Pacific Gas' current price.

Pacific Gas Market Strength Events

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

Pacific Gas Risk Indicators

The analysis of Pacific Gas' 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 Pacific Gas' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting pacific 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 Pacific Preferred Stock

Pacific Gas financial ratios help investors to determine whether Pacific 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 Pacific with respect to the benefits of owning Pacific Gas security.