ASML Holding Stock Forecast - Triple Exponential Smoothing

ASME Stock  EUR 651.90  2.10  0.32%   
The Triple Exponential Smoothing forecasted value of ASML Holding NV on the next trading day is expected to be 655.39 with a mean absolute deviation of 13.75 and the sum of the absolute errors of 811.03. ASML Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of ASML Holding's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for ASML Holding - 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 ASML Holding 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 ASML Holding price movement. However, neither of these exponential smoothing models address any seasonality of ASML Holding NV.

ASML Holding Triple Exponential Smoothing Price Forecast For the 4th of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of ASML Holding NV on the next trading day is expected to be 655.39 with a mean absolute deviation of 13.75, mean absolute percentage error of 553.97, and the sum of the absolute errors of 811.03.
Please note that although there have been many attempts to predict ASML 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 ASML Holding's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ASML Holding Stock Forecast Pattern

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ASML Holding Forecasted Value

In the context of forecasting ASML Holding's 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. ASML Holding's downside and upside margins for the forecasting period are 652.31 and 658.47, respectively. We have considered ASML Holding'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
651.90
652.31
Downside
655.39
Expected Value
658.47
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 ASML Holding stock data series using in forecasting. Note that when a statistical model is used to represent ASML Holding 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 3.9819
MADMean absolute deviation13.7463
MAPEMean absolute percentage error0.0202
SAESum of the absolute errors811.03
As with simple exponential smoothing, in triple exponential smoothing models past ASML Holding 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 ASML Holding NV observations.

Predictive Modules for ASML Holding

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ASML Holding NV. 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 ASML Holding'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
648.82651.90654.98
Details
Intrinsic
Valuation
LowRealHigh
603.19606.27717.09
Details
Bollinger
Band Projection (param)
LowMiddleHigh
634.22648.39662.57
Details

Other Forecasting Options for ASML Holding

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

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

ASML Holding NV 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 ASML Holding'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 ASML Holding's current price.

ASML Holding Market Strength Events

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

ASML Holding Risk Indicators

The analysis of ASML Holding'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 ASML Holding's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting asml 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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Additional Information and Resources on Investing in ASML Stock

When determining whether ASML Holding NV is a strong investment it is important to analyze ASML Holding's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact ASML Holding's future performance. For an informed investment choice regarding ASML Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of ASML Holding to cross-verify your projections.
You can also try the Risk-Return Analysis module to view associations between returns expected from investment and the risk you assume.
Please note, there is a significant difference between ASML Holding's value and its price as these two are different measures arrived at by different means. Investors typically determine if ASML Holding is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, ASML Holding'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.