Dollar General Stock Forecast - Simple Exponential Smoothing
| DG Stock | USD 76.59 1.66 2.22% |
The Simple Exponential Smoothing forecasted value of Dollar General on the next trading day is expected to be 76.59 with a mean absolute deviation of 1.07 and the sum of the absolute errors of 64.08. Dollar Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Dollar General's historical fundamentals, such as revenue growth or operating cash flow patterns.
Dollar |
Dollar General Simple Exponential Smoothing Price Forecast For the 26th of November
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Dollar General on the next trading day is expected to be 76.59 with a mean absolute deviation of 1.07, mean absolute percentage error of 2.00, and the sum of the absolute errors of 64.08.Please note that although there have been many attempts to predict Dollar 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 Dollar General's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Dollar General Stock Forecast Pattern
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Dollar General Forecasted Value
In the context of forecasting Dollar General'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. Dollar General's downside and upside margins for the forecasting period are 72.25 and 80.93, respectively. We have considered Dollar General'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 Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Dollar General stock data series using in forecasting. Note that when a statistical model is used to represent Dollar General 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 | 116.9641 |
| Bias | Arithmetic mean of the errors | 0.0967 |
| MAD | Mean absolute deviation | 1.068 |
| MAPE | Mean absolute percentage error | 0.0133 |
| SAE | Sum of the absolute errors | 64.08 |
Predictive Modules for Dollar General
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Dollar General. 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 Dollar General
For every potential investor in Dollar, whether a beginner or expert, Dollar General's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Dollar Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Dollar. Basic forecasting techniques help filter out the noise by identifying Dollar General's price trends.Dollar General 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 Dollar General stock to make a market-neutral strategy. Peer analysis of Dollar General could also be used in its relative valuation, which is a method of valuing Dollar General by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Dollar General 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 Dollar General'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 Dollar General's current price.| Cycle Indicators | ||
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| Math Transform | ||
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| Overlap Studies | ||
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| Volume Indicators |
Dollar General Market Strength Events
Market strength indicators help investors to evaluate how Dollar General stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Dollar General shares will generate the highest return on investment. By undertsting and applying Dollar General stock market strength indicators, traders can identify Dollar General entry and exit signals to maximize returns.
Dollar General Risk Indicators
The analysis of Dollar General'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 Dollar General's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting dollar 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 | 1.8 | |||
| Standard Deviation | 4.28 | |||
| Variance | 18.29 |
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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Check out Historical Fundamental Analysis of Dollar General to cross-verify your projections. For more detail on how to invest in Dollar Stock please use our How to Invest in Dollar General guide.You can also try the Portfolio Center module to all portfolio management and optimization tools to improve performance of your portfolios.
Is Consumer Staples Distribution & Retail 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 Dollar General. If investors know Dollar 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 Dollar General 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 (0.20) | Dividend Share 2.36 | Earnings Share 6.43 | Revenue Per Share 180.613 | Quarterly Revenue Growth 0.042 |
The market value of Dollar General is measured differently than its book value, which is the value of Dollar that is recorded on the company's balance sheet. Investors also form their own opinion of Dollar General's value that differs from its market value or its book value, called intrinsic value, which is Dollar General'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 Dollar General's market value can be influenced by many factors that don't directly affect Dollar General'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 Dollar General's value and its price as these two are different measures arrived at by different means. Investors typically determine if Dollar General is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Dollar General'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.