MTU Aero Pink Sheet Forecast - Triple Exponential Smoothing

MTUAY Stock  USD 168.31  2.30  1.35%   
The Triple Exponential Smoothing forecasted value of MTU Aero Engines on the next trading day is expected to be 168.58 with a mean absolute deviation of 1.81 and the sum of the absolute errors of 106.96. MTU Pink Sheet Forecast is based on your current time horizon.
  
Triple exponential smoothing for MTU Aero - 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 MTU Aero 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 MTU Aero price movement. However, neither of these exponential smoothing models address any seasonality of MTU Aero Engines.

MTU Aero Triple Exponential Smoothing Price Forecast For the 5th of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of MTU Aero Engines on the next trading day is expected to be 168.58 with a mean absolute deviation of 1.81, mean absolute percentage error of 5.58, and the sum of the absolute errors of 106.96.
Please note that although there have been many attempts to predict MTU Pink Sheet 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 MTU Aero's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

MTU Aero Pink Sheet Forecast Pattern

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MTU Aero Forecasted Value

In the context of forecasting MTU Aero's Pink Sheet 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. MTU Aero's downside and upside margins for the forecasting period are 167.21 and 169.94, respectively. We have considered MTU Aero'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
168.31
167.21
Downside
168.58
Expected Value
169.94
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 MTU Aero pink sheet data series using in forecasting. Note that when a statistical model is used to represent MTU Aero pink sheet, 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 0.3927
MADMean absolute deviation1.813
MAPEMean absolute percentage error0.0112
SAESum of the absolute errors106.9644
As with simple exponential smoothing, in triple exponential smoothing models past MTU Aero 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 MTU Aero Engines observations.

Predictive Modules for MTU Aero

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as MTU Aero Engines. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
166.95168.31169.67
Details
Intrinsic
Valuation
LowRealHigh
151.48172.45173.81
Details
Bollinger
Band Projection (param)
LowMiddleHigh
163.94166.31168.67
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as MTU Aero. Your research has to be compared to or analyzed against MTU Aero's peers to derive any actionable benefits. When done correctly, MTU Aero'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 MTU Aero Engines.

Other Forecasting Options for MTU Aero

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

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

MTU Aero Engines Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of MTU Aero'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 MTU Aero's current price.

MTU Aero Market Strength Events

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

MTU Aero Risk Indicators

The analysis of MTU Aero'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 MTU Aero's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting mtu pink sheet 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Tools for MTU Pink Sheet Analysis

When running MTU Aero's price analysis, check to measure MTU Aero'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 MTU Aero is operating at the current time. Most of MTU Aero's value examination focuses on studying past and present price action to predict the probability of MTU Aero's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move MTU Aero's price. Additionally, you may evaluate how the addition of MTU Aero to your portfolios can decrease your overall portfolio volatility.