Regional Management Stock Forecast - Simple Regression
| RM Stock | USD 30.53 0.31 1.01% |
The Simple Regression forecasted value of Regional Management Corp on the next trading day is expected to be 29.36 with a mean absolute deviation of 0.82 and the sum of the absolute errors of 49.80. Regional Stock Forecast is based on your current time horizon. Although Regional Management's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Regional Management's systematic risk associated with finding meaningful patterns of Regional Management fundamentals over time.
Regional |
Regional Management Simple Regression Price Forecast For the 2nd of December
Given 90 days horizon, the Simple Regression forecasted value of Regional Management Corp on the next trading day is expected to be 29.36 with a mean absolute deviation of 0.82, mean absolute percentage error of 1.00, and the sum of the absolute errors of 49.80.Please note that although there have been many attempts to predict Regional 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 Regional Management's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Regional Management Stock Forecast Pattern
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Regional Management Forecasted Value
In the context of forecasting Regional Management'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. Regional Management's downside and upside margins for the forecasting period are 26.90 and 31.81, respectively. We have considered Regional Management'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.
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 Regional Management stock data series using in forecasting. Note that when a statistical model is used to represent Regional Management 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.| AIC | Akaike Information Criteria | 118.1102 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.8163 |
| MAPE | Mean absolute percentage error | 0.0268 |
| SAE | Sum of the absolute errors | 49.7958 |
Predictive Modules for Regional Management
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Regional Management Corp. 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.Other Forecasting Options for Regional Management
For every potential investor in Regional, whether a beginner or expert, Regional Management's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Regional Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Regional. Basic forecasting techniques help filter out the noise by identifying Regional Management's price trends.Regional Management 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 Regional Management stock to make a market-neutral strategy. Peer analysis of Regional Management could also be used in its relative valuation, which is a method of valuing Regional Management by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Regional Management Corp 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 Regional Management'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 Regional Management's current price.| Cycle Indicators | ||
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Regional Management Market Strength Events
Market strength indicators help investors to evaluate how Regional Management stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Regional Management shares will generate the highest return on investment. By undertsting and applying Regional Management stock market strength indicators, traders can identify Regional Management Corp entry and exit signals to maximize returns.
Regional Management Risk Indicators
The analysis of Regional Management'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 Regional Management's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting regional 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.
| Mean Deviation | 1.75 | |||
| Standard Deviation | 2.47 | |||
| Variance | 6.11 |
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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Is Consumer Finance space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Regional Management. If investors know Regional will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Regional Management listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth (0.17) | Dividend Share 1.2 | Earnings Share 2.37 | Revenue Per Share 58.139 | Quarterly Revenue Growth 0.036 |
The market value of Regional Management Corp is measured differently than its book value, which is the value of Regional that is recorded on the company's balance sheet. Investors also form their own opinion of Regional Management's value that differs from its market value or its book value, called intrinsic value, which is Regional Management's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Regional Management's market value can be influenced by many factors that don't directly affect Regional Management's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Regional Management's value and its price as these two are different measures arrived at by different means. Investors typically determine if Regional Management is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Regional Management'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.