Great Elm Stock Forecast - Simple Regression
| GECCO Stock | USD 24.81 0.00 0.00% |
The Simple Regression forecasted value of Great Elm Capital on the next trading day is expected to be 24.92 with a mean absolute deviation of 0.10 and the sum of the absolute errors of 6.20. Great Stock Forecast is based on your current time horizon. Although Great Elm's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Great Elm's systematic risk associated with finding meaningful patterns of Great Elm fundamentals over time.
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Great Elm Simple Regression Price Forecast For the 24th of November
Given 90 days horizon, the Simple Regression forecasted value of Great Elm Capital on the next trading day is expected to be 24.92 with a mean absolute deviation of 0.10, mean absolute percentage error of 0.01, and the sum of the absolute errors of 6.20.Please note that although there have been many attempts to predict Great 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 Great Elm's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Great Elm Stock Forecast Pattern
| Backtest Great Elm | Great Elm Price Prediction | Buy or Sell Advice |
Great Elm Forecasted Value
In the context of forecasting Great Elm'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. Great Elm's downside and upside margins for the forecasting period are 24.48 and 25.36, respectively. We have considered Great Elm'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 Great Elm stock data series using in forecasting. Note that when a statistical model is used to represent Great Elm 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 | 115.6758 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1 |
| MAPE | Mean absolute percentage error | 0.004 |
| SAE | Sum of the absolute errors | 6.2024 |
Predictive Modules for Great Elm
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Great Elm Capital. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Great Elm's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for Great Elm
For every potential investor in Great, whether a beginner or expert, Great Elm's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Great Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Great. Basic forecasting techniques help filter out the noise by identifying Great Elm's price trends.Great Elm 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 Great Elm stock to make a market-neutral strategy. Peer analysis of Great Elm could also be used in its relative valuation, which is a method of valuing Great Elm by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Great Elm Capital 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 Great Elm'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 Great Elm's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Great Elm Market Strength Events
Market strength indicators help investors to evaluate how Great Elm stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Great Elm shares will generate the highest return on investment. By undertsting and applying Great Elm stock market strength indicators, traders can identify Great Elm Capital entry and exit signals to maximize returns.
Great Elm Risk Indicators
The analysis of Great Elm'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 Great Elm's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting great 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 | 0.2889 | |||
| Semi Deviation | 0.2588 | |||
| Standard Deviation | 0.4488 | |||
| Variance | 0.2015 | |||
| Downside Variance | 0.1922 | |||
| Semi Variance | 0.067 | |||
| Expected Short fall | (0.51) |
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.
Pair Trading with Great Elm
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Great Elm position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Great Elm will appreciate offsetting losses from the drop in the long position's value.Moving together with Great Stock
Moving against Great Stock
| 0.66 | SVVC | Firsthand Technology | PairCorr |
| 0.49 | JPPYY | Jupai Holdings | PairCorr |
| 0.44 | BCGWW | Binah Capital Group, | PairCorr |
The ability to find closely correlated positions to Great Elm could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Great Elm when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Great Elm - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Great Elm Capital to buy it.
The correlation of Great Elm is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Great Elm moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Great Elm Capital moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Great Elm can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of Great Elm to cross-verify your projections. You can also try the Idea Optimizer module to use advanced portfolio builder with pre-computed micro ideas to build optimal portfolio .
Is Business Services 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 Great Elm. If investors know Great 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 Great Elm listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of Great Elm Capital is measured differently than its book value, which is the value of Great that is recorded on the company's balance sheet. Investors also form their own opinion of Great Elm's value that differs from its market value or its book value, called intrinsic value, which is Great Elm'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 Great Elm's market value can be influenced by many factors that don't directly affect Great Elm'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 Great Elm's value and its price as these two are different measures arrived at by different means. Investors typically determine if Great Elm is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Great Elm'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.