LATAM Airlines Stock Forecast - 4 Period Moving Average
| LTM Stock | USD 27.27 0.59 2.12% |
The 4 Period Moving Average forecasted value of LATAM Airlines Group on the next trading day is expected to be 27.46 with a mean absolute deviation of 0.49 and the sum of the absolute errors of 27.98. LATAM Stock Forecast is based on your current time horizon. Although LATAM Airlines' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of LATAM Airlines' systematic risk associated with finding meaningful patterns of LATAM Airlines fundamentals over time.
LATAM |
LATAM Airlines 4 Period Moving Average Price Forecast For the 12th of November 2024
Given 90 days horizon, the 4 Period Moving Average forecasted value of LATAM Airlines Group on the next trading day is expected to be 27.46 with a mean absolute deviation of 0.49, mean absolute percentage error of 0.39, and the sum of the absolute errors of 27.98.Please note that although there have been many attempts to predict LATAM 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 LATAM Airlines' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
LATAM Airlines Stock Forecast Pattern
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LATAM Airlines Forecasted Value
In the context of forecasting LATAM Airlines' 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. LATAM Airlines' downside and upside margins for the forecasting period are 26.07 and 28.85, respectively. We have considered LATAM Airlines' 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 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of LATAM Airlines stock data series using in forecasting. Note that when a statistical model is used to represent LATAM Airlines 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 | 109.8226 |
| Bias | Arithmetic mean of the errors | -0.133 |
| MAD | Mean absolute deviation | 0.4909 |
| MAPE | Mean absolute percentage error | 0.019 |
| SAE | Sum of the absolute errors | 27.9825 |
Predictive Modules for LATAM Airlines
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as LATAM Airlines 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 LATAM Airlines' 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 LATAM Airlines
For every potential investor in LATAM, whether a beginner or expert, LATAM Airlines' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. LATAM Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in LATAM. Basic forecasting techniques help filter out the noise by identifying LATAM Airlines' price trends.LATAM Airlines 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 LATAM Airlines stock to make a market-neutral strategy. Peer analysis of LATAM Airlines could also be used in its relative valuation, which is a method of valuing LATAM Airlines by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
LATAM Airlines 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 LATAM Airlines' 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 LATAM Airlines' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
LATAM Airlines Market Strength Events
Market strength indicators help investors to evaluate how LATAM Airlines stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading LATAM Airlines shares will generate the highest return on investment. By undertsting and applying LATAM Airlines stock market strength indicators, traders can identify LATAM Airlines Group entry and exit signals to maximize returns.
LATAM Airlines Risk Indicators
The analysis of LATAM Airlines' 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 LATAM Airlines' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting latam 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 | 1.11 | |||
| Semi Deviation | 1.04 | |||
| Standard Deviation | 1.4 | |||
| Variance | 1.97 | |||
| Downside Variance | 1.69 | |||
| Semi Variance | 1.08 | |||
| Expected Short fall | (1.32) |
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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Is Passenger Airlines 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 LATAM Airlines. If investors know LATAM 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 LATAM Airlines 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 LATAM Airlines Group is measured differently than its book value, which is the value of LATAM that is recorded on the company's balance sheet. Investors also form their own opinion of LATAM Airlines' value that differs from its market value or its book value, called intrinsic value, which is LATAM Airlines' 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 LATAM Airlines' market value can be influenced by many factors that don't directly affect LATAM Airlines' 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 LATAM Airlines' value and its price as these two are different measures arrived at by different means. Investors typically determine if LATAM Airlines is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, LATAM Airlines' 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.