ASML Holding Stock Forecast - Naive Prediction

ASML Stock  EUR 697.80  15.70  2.20%   
The Naive Prediction forecasted value of ASML Holding NV on the next trading day is expected to be 698.72 with a mean absolute deviation of 13.92 and the sum of the absolute errors of 863.06. ASML Stock Forecast is based on your current time horizon.
  
A naive forecasting model for ASML Holding is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of ASML Holding NV value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

ASML Holding Naive Prediction Price Forecast For the 27th of February

Given 90 days horizon, the Naive Prediction forecasted value of ASML Holding NV on the next trading day is expected to be 698.72 with a mean absolute deviation of 13.92, mean absolute percentage error of 382.75, and the sum of the absolute errors of 863.06.
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 696.41 and 701.02, 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
697.80
696.41
Downside
698.72
Expected Value
701.02
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction 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 Criteria125.8958
BiasArithmetic mean of the errors None
MADMean absolute deviation13.9204
MAPEMean absolute percentage error0.0199
SAESum of the absolute errors863.0624
This model is not at all useful as a medium-long range forecasting tool of ASML Holding NV. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict ASML Holding. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

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.
Hype
Prediction
LowEstimatedHigh
695.50697.80700.10
Details
Intrinsic
Valuation
LowRealHigh
679.68681.98767.58
Details
Bollinger
Band Projection (param)
LowMiddleHigh
695.82716.94738.06
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.

Thematic Opportunities

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Additional Tools for ASML Stock Analysis

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