FTAI Aviation Preferred Stock Forecast - Triple Exponential Smoothing

FTAIM Preferred Stock   26.98  0.39  1.42%   
The Triple Exponential Smoothing forecasted value of FTAI Aviation Ltd on the next trading day is expected to be 27.04 with a mean absolute deviation of 0.13 and the sum of the absolute errors of 7.60. FTAI Preferred Stock Forecast is based on your current time horizon.
  
Triple exponential smoothing for FTAI Aviation - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When FTAI Aviation prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in FTAI Aviation price movement. However, neither of these exponential smoothing models address any seasonality of FTAI Aviation.

FTAI Aviation Triple Exponential Smoothing Price Forecast For the 23rd of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of FTAI Aviation Ltd on the next trading day is expected to be 27.04 with a mean absolute deviation of 0.13, mean absolute percentage error of 0.03, and the sum of the absolute errors of 7.60.
Please note that although there have been many attempts to predict FTAI Preferred 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 FTAI Aviation's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

FTAI Aviation Preferred Stock Forecast Pattern

Backtest FTAI AviationFTAI Aviation Price PredictionBuy or Sell Advice 

FTAI Aviation Forecasted Value

In the context of forecasting FTAI Aviation's Preferred 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. FTAI Aviation's downside and upside margins for the forecasting period are 26.35 and 27.73, respectively. We have considered FTAI Aviation'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
26.98
27.04
Expected Value
27.73
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of FTAI Aviation preferred stock data series using in forecasting. Note that when a statistical model is used to represent FTAI Aviation preferred 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors -0.0188
MADMean absolute deviation0.1288
MAPEMean absolute percentage error0.0048
SAESum of the absolute errors7.5969
As with simple exponential smoothing, in triple exponential smoothing models past FTAI Aviation observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older FTAI Aviation Ltd observations.

Predictive Modules for FTAI Aviation

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as FTAI Aviation. Regardless of method or technology, however, to accurately forecast the preferred stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the preferred 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.
Hype
Prediction
LowEstimatedHigh
26.2926.9827.67
Details
Intrinsic
Valuation
LowRealHigh
26.0626.7527.44
Details
Bollinger
Band Projection (param)
LowMiddleHigh
26.5127.0127.51
Details

Other Forecasting Options for FTAI Aviation

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

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

FTAI Aviation Technical and Predictive Analytics

The preferred stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of FTAI Aviation'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 FTAI Aviation's current price.

FTAI Aviation Market Strength Events

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

FTAI Aviation Risk Indicators

The analysis of FTAI Aviation'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 FTAI Aviation's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ftai preferred 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.
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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Other Information on Investing in FTAI Preferred Stock

FTAI Aviation financial ratios help investors to determine whether FTAI Preferred Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in FTAI with respect to the benefits of owning FTAI Aviation security.