LGL Stock Forecast - 8 Period Moving Average
| LGL Stock | USD 5.11 0.03 0.59% |
The 8 Period Moving Average forecasted value of LGL Group on the next trading day is expected to be 5.11 with a mean absolute deviation of 0.18 and the sum of the absolute errors of 9.56. LGL Stock Forecast is based on your current time horizon. Although LGL's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of LGL's systematic risk associated with finding meaningful patterns of LGL fundamentals over time.
LGL |
Most investors in LGL cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the LGL's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets LGL's price structures and extracts relationships that further increase the generated results' accuracy.
An 8-period moving average forecast model for LGL is based on an artificially constructed time series of LGL daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time. LGL 8 Period Moving Average Price Forecast For the 13th of June 2024
Given 90 days horizon, the 8 Period Moving Average forecasted value of LGL Group on the next trading day is expected to be 5.11 with a mean absolute deviation of 0.18, mean absolute percentage error of 0.05, and the sum of the absolute errors of 9.56.Please note that although there have been many attempts to predict LGL 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 LGL's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
LGL Stock Forecast Pattern
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LGL Forecasted Value
In the context of forecasting LGL'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. LGL's downside and upside margins for the forecasting period are 2.43 and 7.79, respectively. We have considered LGL'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 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of LGL stock data series using in forecasting. Note that when a statistical model is used to represent LGL 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 | 102.2843 |
| Bias | Arithmetic mean of the errors | 0.0959 |
| MAD | Mean absolute deviation | 0.1771 |
| MAPE | Mean absolute percentage error | 0.032 |
| SAE | Sum of the absolute errors | 9.565 |
Predictive Modules for LGL
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as LGL Group. 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 LGL'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 LGL
For every potential investor in LGL, whether a beginner or expert, LGL's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. LGL Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in LGL. Basic forecasting techniques help filter out the noise by identifying LGL's price trends.LGL 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 LGL stock to make a market-neutral strategy. Peer analysis of LGL could also be used in its relative valuation, which is a method of valuing LGL by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
LGL Group 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 LGL'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 LGL's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
LGL Market Strength Events
Market strength indicators help investors to evaluate how LGL stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading LGL shares will generate the highest return on investment. By undertsting and applying LGL stock market strength indicators, traders can identify LGL Group entry and exit signals to maximize returns.
LGL Risk Indicators
The analysis of LGL'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 LGL's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lgl 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 | 2.01 | |||
| Standard Deviation | 2.73 | |||
| Variance | 7.43 |
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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Additional Information and Resources on Investing in LGL Stock
When determining whether LGL Group is a strong investment it is important to analyze LGL's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact LGL's future performance. For an informed investment choice regarding LGL Stock, refer to the following important reports:Check out Historical Fundamental Analysis of LGL to cross-verify your projections. You can also try the Pair Correlation module to compare performance and examine fundamental relationship between any two equity instruments.
Is Electronic Equipment, Instruments & Components 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 LGL. If investors know LGL 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 LGL 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 (0.85) | Earnings Share 0.03 | Revenue Per Share 0.669 | Quarterly Revenue Growth (0.1) | Return On Assets 0.0072 |
The market value of LGL Group is measured differently than its book value, which is the value of LGL that is recorded on the company's balance sheet. Investors also form their own opinion of LGL's value that differs from its market value or its book value, called intrinsic value, which is LGL'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 LGL's market value can be influenced by many factors that don't directly affect LGL'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 LGL's value and its price as these two are different measures arrived at by different means. Investors typically determine if LGL is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, LGL'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.