DTE Energy Stock Forecast - 8 Period Moving Average

DTB Stock  USD 21.63  0.23  1.07%   
The 8 Period Moving Average forecasted value of DTE Energy on the next trading day is expected to be 21.24 with a mean absolute deviation of 0.26 and the sum of the absolute errors of 13.60. DTE Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast DTE Energy stock prices and determine the direction of DTE Energy's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of DTE Energy's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Most investors in DTE Energy 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 DTE Energy's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets DTE Energy's price structures and extracts relationships that further increase the accuracy of the generated results. An 8-period moving average forecast model for DTE Energy is based on an artificially constructed time series of DTE Energy daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

DTE Energy 8 Period Moving Average Price Forecast For the 17th of October 2024

Given 90 days horizon, the 8 Period Moving Average forecasted value of DTE Energy on the next trading day is expected to be 21.24 with a mean absolute deviation of 0.26, mean absolute percentage error of 0.09, and the sum of the absolute errors of 13.60.
Please note that although there have been many attempts to predict DTE 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 DTE Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

DTE Energy Stock Forecast Pattern

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DTE Energy Forecasted Value

In the context of forecasting DTE 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. DTE Energy's downside and upside margins for the forecasting period are 20.51 and 21.97, respectively. We have considered DTE 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
21.63
21.24
Expected Value
21.97
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of DTE Energy stock data series using in forecasting. Note that when a statistical model is used to represent DTE 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 Criteria100.9672
BiasArithmetic mean of the errors -0.1655
MADMean absolute deviation0.2567
MAPEMean absolute percentage error0.0124
SAESum of the absolute errors13.605
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. DTE Energy 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for DTE 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 DTE 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of DTE Energy'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
20.6521.3622.07
Details
Intrinsic
Valuation
LowRealHigh
20.1320.8421.55
Details
Bollinger
Band Projection (param)
LowMiddleHigh
19.1020.5722.03
Details

Other Forecasting Options for DTE Energy

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

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

DTE 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 DTE 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 DTE Energy's current price.

DTE Energy Market Strength Events

Market strength indicators help investors to evaluate how DTE 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 DTE Energy shares will generate the highest return on investment. By undertsting and applying DTE Energy stock market strength indicators, traders can identify DTE Energy entry and exit signals to maximize returns.

DTE Energy Risk Indicators

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

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.
When determining whether DTE Energy is a strong investment it is important to analyze DTE 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 DTE Energy's future performance. For an informed investment choice regarding DTE Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of DTE Energy to cross-verify your projections.
For information on how to trade DTE Stock refer to our How to Trade DTE Stock guide.
You can also try the Portfolio Dashboard module to portfolio dashboard that provides centralized access to all your investments.
Is Utilities space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of DTE Energy. If investors know DTE will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about DTE Energy listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of DTE Energy is measured differently than its book value, which is the value of DTE that is recorded on the company's balance sheet. Investors also form their own opinion of DTE Energy's value that differs from its market value or its book value, called intrinsic value, which is DTE Energy's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because DTE Energy's market value can be influenced by many factors that don't directly affect DTE Energy's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between DTE Energy's value and its price as these two are different measures arrived at by different means. Investors typically determine if DTE Energy is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, DTE 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.