Xcel Energy Stock Forecast - Double Exponential Smoothing

NRN Stock  EUR 65.24  0.35  0.54%   
The Double Exponential Smoothing forecasted value of Xcel Energy on the next trading day is expected to be 65.33 with a mean absolute deviation of 0.78 and the sum of the absolute errors of 46.08. Xcel Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Xcel Energy's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Xcel Energy works best with periods where there are trends or seasonality.

Xcel Energy Double Exponential Smoothing Price Forecast For the 12th of December 2024

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Xcel Energy on the next trading day is expected to be 65.33 with a mean absolute deviation of 0.78, mean absolute percentage error of 0.91, and the sum of the absolute errors of 46.08.
Please note that although there have been many attempts to predict Xcel 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 Xcel Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Xcel Energy Stock Forecast Pattern

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Xcel Energy Forecasted Value

In the context of forecasting Xcel Energy'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. Xcel Energy's downside and upside margins for the forecasting period are 63.79 and 66.88, respectively. We have considered Xcel Energy'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
65.24
65.33
Expected Value
66.88
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Xcel Energy stock data series using in forecasting. Note that when a statistical model is used to represent Xcel Energy 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 -0.0501
MADMean absolute deviation0.781
MAPEMean absolute percentage error0.0126
SAESum of the absolute errors46.0769
When Xcel Energy 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 Xcel Energy trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Xcel Energy observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Xcel Energy

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Xcel Energy. 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
63.7065.2466.78
Details
Intrinsic
Valuation
LowRealHigh
51.5353.0771.76
Details
Bollinger
Band Projection (param)
LowMiddleHigh
64.8367.3069.78
Details

Other Forecasting Options for Xcel Energy

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

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

Xcel Energy 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 Xcel Energy'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 Xcel Energy's current price.

Xcel Energy Market Strength Events

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

Xcel Energy Risk Indicators

The analysis of Xcel Energy'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 Xcel Energy's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting xcel 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.

Currently Active Assets on Macroaxis

Additional Information and Resources on Investing in Xcel Stock

When determining whether Xcel Energy is a strong investment it is important to analyze Xcel Energy'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 Xcel Energy's future performance. For an informed investment choice regarding Xcel Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Xcel Energy to cross-verify your projections.
For more detail on how to invest in Xcel Stock please use our How to Invest in Xcel Energy guide.
You can also try the Theme Ratings module to determine theme ratings based on digital equity recommendations. Macroaxis theme ratings are based on combination of fundamental analysis and risk-adjusted market performance.
Please note, there is a significant difference between Xcel Energy's value and its price as these two are different measures arrived at by different means. Investors typically determine if Xcel Energy is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Xcel Energy'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.