ANA Holdings Pink Sheet Forecast - Triple Exponential Smoothing
| ALNPY Stock | USD 4.11 0.03 0.72% |
The Triple Exponential Smoothing forecasted value of ANA Holdings ADR on the next trading day is expected to be 4.12 with a mean absolute deviation of 0.06 and the sum of the absolute errors of 3.66. ANA Pink Sheet Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast ANA Holdings stock prices and determine the direction of ANA Holdings ADR's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of ANA Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of ANA Holdings to cross-verify your projections. ANA |
Most investors in ANA Holdings 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 ANA Holdings' time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets ANA Holdings' price structures and extracts relationships that further increase the generated results' accuracy.
Triple exponential smoothing for ANA Holdings - 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 ANA Holdings 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 ANA Holdings price movement. However, neither of these exponential smoothing models address any seasonality of ANA Holdings ADR. ANA Holdings Triple Exponential Smoothing Price Forecast For the 17th of April 2024
Given 90 days horizon, the Triple Exponential Smoothing forecasted value of ANA Holdings ADR on the next trading day is expected to be 4.12 with a mean absolute deviation of 0.06, mean absolute percentage error of 0.01, and the sum of the absolute errors of 3.66.Please note that although there have been many attempts to predict ANA 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 ANA Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
ANA Holdings Pink Sheet Forecast Pattern
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ANA Holdings Forecasted Value
In the context of forecasting ANA Holdings' 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. ANA Holdings' downside and upside margins for the forecasting period are 2.05 and 6.20, respectively. We have considered ANA Holdings' 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 Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of ANA Holdings pink sheet data series using in forecasting. Note that when a statistical model is used to represent ANA Holdings 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.| AIC | Akaike Information Criteria | Huge |
| Bias | Arithmetic mean of the errors | 0.0093 |
| MAD | Mean absolute deviation | 0.062 |
| MAPE | Mean absolute percentage error | 0.0145 |
| SAE | Sum of the absolute errors | 3.6562 |
Predictive Modules for ANA Holdings
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ANA Holdings ADR. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of ANA Holdings' 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 ANA Holdings
For every potential investor in ANA, whether a beginner or expert, ANA Holdings' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. ANA Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in ANA. Basic forecasting techniques help filter out the noise by identifying ANA Holdings' price trends.ANA Holdings 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 ANA Holdings pink sheet to make a market-neutral strategy. Peer analysis of ANA Holdings could also be used in its relative valuation, which is a method of valuing ANA Holdings by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
ANA Holdings ADR 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 ANA Holdings' 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 ANA Holdings' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
ANA Holdings Market Strength Events
Market strength indicators help investors to evaluate how ANA Holdings 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 ANA Holdings shares will generate the highest return on investment. By undertsting and applying ANA Holdings pink sheet market strength indicators, traders can identify ANA Holdings ADR entry and exit signals to maximize returns.
ANA Holdings Risk Indicators
The analysis of ANA Holdings' 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 ANA Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ana 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.
| Mean Deviation | 1.28 | |||
| Standard Deviation | 2.04 | |||
| Variance | 4.17 |
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.
Pair Trading with ANA Holdings
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if ANA Holdings position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in ANA Holdings will appreciate offsetting losses from the drop in the long position's value.Moving against ANA Pink Sheet
| 0.61 | DAL | Delta Air Lines Financial Report 11th of July 2024 | PairCorr |
The ability to find closely correlated positions to ANA Holdings could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace ANA Holdings when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back ANA Holdings - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling ANA Holdings ADR to buy it.
The correlation of ANA Holdings is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as ANA Holdings moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if ANA Holdings ADR moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for ANA Holdings can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of ANA Holdings to cross-verify your projections. You can also try the Portfolio Optimization module to compute new portfolio that will generate highest expected return given your specified tolerance for risk.
Complementary Tools for ANA Pink Sheet analysis
When running ANA Holdings' price analysis, check to measure ANA Holdings' 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 ANA Holdings is operating at the current time. Most of ANA Holdings' value examination focuses on studying past and present price action to predict the probability of ANA Holdings' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move ANA Holdings' price. Additionally, you may evaluate how the addition of ANA Holdings to your portfolios can decrease your overall portfolio volatility.
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