Legg Mason Mutual Fund Forecast - 8 Period Moving Average

LGOCX Fund  USD 8.62  0.02  0.23%   
The 8 Period Moving Average forecasted value of Legg Mason Bw on the next trading day is expected to be 8.60 with a mean absolute deviation of  0.06  and the sum of the absolute errors of 3.49. Legg Mutual Fund Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Legg Mason stock prices and determine the direction of Legg Mason Bw's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Legg Mason's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Legg Mason to cross-verify your projections.
  
Most investors in Legg Mason cannot accurately predict what will happen the next trading day because, historically, fund 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 Legg Mason's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Legg Mason's price structures and extracts relationships that further increase the generated results' accuracy.
An 8-period moving average forecast model for Legg Mason is based on an artificially constructed time series of Legg Mason 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.

Legg Mason 8 Period Moving Average Price Forecast For the 29th of March

Given 90 days horizon, the 8 Period Moving Average forecasted value of Legg Mason Bw on the next trading day is expected to be 8.60 with a mean absolute deviation of 0.06, mean absolute percentage error of 0.01, and the sum of the absolute errors of 3.49.
Please note that although there have been many attempts to predict Legg Mutual Fund 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 Legg Mason's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Legg Mason Mutual Fund Forecast Pattern

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Legg Mason Forecasted Value

In the context of forecasting Legg Mason's Mutual Fund 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. Legg Mason's downside and upside margins for the forecasting period are 8.03 and 9.17, respectively. We have considered Legg Mason'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.
Market Value
8.62
8.60
Expected Value
9.17
Upside

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 Legg Mason mutual fund data series using in forecasting. Note that when a statistical model is used to represent Legg Mason mutual fund, 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.
AICAkaike Information Criteria100.2206
BiasArithmetic mean of the errors 0.0221
MADMean absolute deviation0.0646
MAPEMean absolute percentage error0.0074
SAESum of the absolute errors3.4888
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Legg Mason Bw 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Legg Mason

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Legg Mason Bw. Regardless of method or technology, however, to accurately forecast the mutual fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the mutual fund 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 Legg Mason'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.
Hype
Prediction
LowEstimatedHigh
8.058.629.19
Details
Intrinsic
Valuation
LowRealHigh
8.098.669.23
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Legg Mason. Your research has to be compared to or analyzed against Legg Mason's peers to derive any actionable benefits. When done correctly, Legg Mason's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Legg Mason Bw.

Other Forecasting Options for Legg Mason

For every potential investor in Legg, whether a beginner or expert, Legg Mason's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Legg Mutual Fund price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Legg. Basic forecasting techniques help filter out the noise by identifying Legg Mason's price trends.

Legg Mason 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 Legg Mason mutual fund to make a market-neutral strategy. Peer analysis of Legg Mason could also be used in its relative valuation, which is a method of valuing Legg Mason by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Legg Mason Bw Technical and Predictive Analytics

The mutual fund market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Legg Mason'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 Legg Mason's current price.

Legg Mason Market Strength Events

Market strength indicators help investors to evaluate how Legg Mason mutual fund reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Legg Mason shares will generate the highest return on investment. By undertsting and applying Legg Mason mutual fund market strength indicators, traders can identify Legg Mason Bw entry and exit signals to maximize returns.

Legg Mason Risk Indicators

The analysis of Legg Mason'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 Legg Mason's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting legg mutual fund 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.
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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Legg Mason in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Legg Mason's short interest history, or implied volatility extrapolated from Legg Mason options trading.

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Check out Historical Fundamental Analysis of Legg Mason to cross-verify your projections.
Note that the Legg Mason Bw information on this page should be used as a complementary analysis to other Legg Mason's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Portfolio Backtesting module to avoid under-diversification and over-optimization by backtesting your portfolios.

Complementary Tools for Legg Mutual Fund analysis

When running Legg Mason's price analysis, check to measure Legg Mason'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 Legg Mason is operating at the current time. Most of Legg Mason's value examination focuses on studying past and present price action to predict the probability of Legg Mason's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Legg Mason's price. Additionally, you may evaluate how the addition of Legg Mason to your portfolios can decrease your overall portfolio volatility.
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Please note, there is a significant difference between Legg Mason's value and its price as these two are different measures arrived at by different means. Investors typically determine if Legg Mason is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Legg Mason'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.