Live Motion Stock Forecast - Polynomial Regression
| LMG Stock | 1.05 0.03 2.78% |
The Polynomial Regression forecasted value of Live Motion Games on the next trading day is expected to be 1.00 with a mean absolute deviation of 0.06 and the sum of the absolute errors of 3.69. Live Stock Forecast is based on your current time horizon.
Live |
Live Motion Polynomial Regression Price Forecast For the 15th of December 2024
Given 90 days horizon, the Polynomial Regression forecasted value of Live Motion Games on the next trading day is expected to be 1.00 with a mean absolute deviation of 0.06, mean absolute percentage error of 0.01, and the sum of the absolute errors of 3.69.Please note that although there have been many attempts to predict Live 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 Live Motion's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Live Motion Stock Forecast Pattern
| Backtest Live Motion | Live Motion Price Prediction | Buy or Sell Advice |
Live Motion Forecasted Value
In the context of forecasting Live Motion'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. Live Motion's downside and upside margins for the forecasting period are 0.01 and 4.76, respectively. We have considered Live Motion'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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Live Motion stock data series using in forecasting. Note that when a statistical model is used to represent Live Motion 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 | 113.0519 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0605 |
| MAPE | Mean absolute percentage error | 0.0365 |
| SAE | Sum of the absolute errors | 3.6932 |
Predictive Modules for Live Motion
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Live Motion Games. 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 Live Motion'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 Live Motion
For every potential investor in Live, whether a beginner or expert, Live Motion's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Live Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Live. Basic forecasting techniques help filter out the noise by identifying Live Motion's price trends.Live Motion 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 Live Motion stock to make a market-neutral strategy. Peer analysis of Live Motion could also be used in its relative valuation, which is a method of valuing Live Motion by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Live Motion Games 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 Live Motion'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 Live Motion's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Live Motion Market Strength Events
Market strength indicators help investors to evaluate how Live Motion stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Live Motion shares will generate the highest return on investment. By undertsting and applying Live Motion stock market strength indicators, traders can identify Live Motion Games entry and exit signals to maximize returns.
Live Motion Risk Indicators
The analysis of Live Motion'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 Live Motion's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting live 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 | 2.71 | |||
| Standard Deviation | 3.69 | |||
| Variance | 13.65 |
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 Live Motion
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 Live Motion 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 Live Motion will appreciate offsetting losses from the drop in the long position's value.Moving together with Live Stock
| 0.74 | CFG | Creativeforge Games | PairCorr |
| 0.76 | ECC | ECC Games SA | PairCorr |
| 0.85 | CCE | Clean Carbon Energy | PairCorr |
The ability to find closely correlated positions to Live Motion could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Live Motion 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 Live Motion - 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 Live Motion Games to buy it.
The correlation of Live Motion 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 Live Motion moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Live Motion Games 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 Live Motion 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.Additional Tools for Live Stock Analysis
When running Live Motion's price analysis, check to measure Live Motion's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Live Motion is operating at the current time. Most of Live Motion's value examination focuses on studying past and present price action to predict the probability of Live Motion's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Live Motion's price. Additionally, you may evaluate how the addition of Live Motion to your portfolios can decrease your overall portfolio volatility.