SOUTHERN Forecast - Simple Regression

842400GE7   78.09  0.30  0.39%   
The Simple Regression forecasted value of SOUTHERN CALIF EDISON on the next trading day is expected to be 75.80 with a mean absolute deviation of 1.12 and the sum of the absolute errors of 69.42. SOUTHERN Bond Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast SOUTHERN stock prices and determine the direction of SOUTHERN CALIF EDISON's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of SOUTHERN'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 SOUTHERN 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.

SOUTHERN Simple Regression Price Forecast For the 6th of December

Given 90 days horizon, the Simple Regression forecasted value of SOUTHERN CALIF EDISON on the next trading day is expected to be 75.80 with a mean absolute deviation of 1.12, mean absolute percentage error of 1.56, and the sum of the absolute errors of 69.42.
Please note that although there have been many attempts to predict SOUTHERN Bond 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 SOUTHERN's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

SOUTHERN Bond Forecast Pattern

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SOUTHERN Forecasted Value

In the context of forecasting SOUTHERN's Bond 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. SOUTHERN's downside and upside margins for the forecasting period are 74.97 and 76.64, respectively. We have considered SOUTHERN'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
78.09
75.80
Expected Value
76.64
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 SOUTHERN bond data series using in forecasting. Note that when a statistical model is used to represent SOUTHERN bond, 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 Criteria120.3915
BiasArithmetic mean of the errors None
MADMean absolute deviation1.1197
MAPEMean absolute percentage error0.0144
SAESum of the absolute errors69.4223
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 SOUTHERN CALIF EDISON 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 SOUTHERN

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as SOUTHERN CALIF EDISON. Regardless of method or technology, however, to accurately forecast the bond market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the bond 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
77.2578.0978.93
Details
Intrinsic
Valuation
LowRealHigh
64.5465.3885.90
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as SOUTHERN. Your research has to be compared to or analyzed against SOUTHERN's peers to derive any actionable benefits. When done correctly, SOUTHERN'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 SOUTHERN CALIF EDISON.

Other Forecasting Options for SOUTHERN

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

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

SOUTHERN CALIF EDISON Technical and Predictive Analytics

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

SOUTHERN Market Strength Events

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

SOUTHERN Risk Indicators

The analysis of SOUTHERN'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 SOUTHERN's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting southern bond 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. One of the essential factors to consider when estimating the risk of default for a bond instrument is its duration, which is the bond's price sensitivity to changes in interest rates. The duration of SOUTHERN CALIF EDISON bond is primarily affected by its yield, coupon rate, and time to maturity. The duration of a bond will be higher the lower its coupon, lower its yield, and longer the time left to maturity.
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.

Other Information on Investing in SOUTHERN Bond

SOUTHERN financial ratios help investors to determine whether SOUTHERN Bond 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 SOUTHERN with respect to the benefits of owning SOUTHERN security.