DR Horton Stock Forecast - Naive Prediction

D1HI34 Stock  BRL 953.16  22.72  2.44%   
The Naive Prediction forecasted value of DR Horton on the next trading day is expected to be 969.70 with a mean absolute deviation of 11.10 and the sum of the absolute errors of 676.86. D1HI34 Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast DR Horton stock prices and determine the direction of DR Horton's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of DR Horton's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for DR Horton is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of DR Horton 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.

DR Horton Naive Prediction Price Forecast For the 25th of November

Given 90 days horizon, the Naive Prediction forecasted value of DR Horton on the next trading day is expected to be 969.70 with a mean absolute deviation of 11.10, mean absolute percentage error of 378.51, and the sum of the absolute errors of 676.86.
Please note that although there have been many attempts to predict D1HI34 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 DR Horton's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

DR Horton Stock Forecast Pattern

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DR Horton Forecasted Value

In the context of forecasting DR Horton'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. DR Horton's downside and upside margins for the forecasting period are 968.03 and 971.38, respectively. We have considered DR Horton'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
953.16
968.03
Downside
969.70
Expected Value
971.38
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 DR Horton stock data series using in forecasting. Note that when a statistical model is used to represent DR Horton 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 Criteria124.0468
BiasArithmetic mean of the errors None
MADMean absolute deviation11.0961
MAPEMean absolute percentage error0.0108
SAESum of the absolute errors676.8629
This model is not at all useful as a medium-long range forecasting tool of DR Horton. 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 DR Horton. 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 DR Horton

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as DR Horton. 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
951.49953.16954.83
Details
Intrinsic
Valuation
LowRealHigh
886.89888.561,048
Details
Bollinger
Band Projection (param)
LowMiddleHigh
924.17945.59967.01
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as DR Horton. Your research has to be compared to or analyzed against DR Horton's peers to derive any actionable benefits. When done correctly, DR Horton's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in DR Horton.

Other Forecasting Options for DR Horton

For every potential investor in D1HI34, whether a beginner or expert, DR Horton's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. D1HI34 Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in D1HI34. Basic forecasting techniques help filter out the noise by identifying DR Horton's price trends.

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

DR Horton 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 DR Horton'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 DR Horton's current price.

DR Horton Market Strength Events

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

DR Horton Risk Indicators

The analysis of DR Horton'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 DR Horton's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting d1hi34 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.

Additional Information and Resources on Investing in D1HI34 Stock

When determining whether DR Horton offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of DR Horton's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Dr Horton Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Dr Horton Stock:
Check out Historical Fundamental Analysis of DR Horton to cross-verify your projections.
For information on how to trade D1HI34 Stock refer to our How to Trade D1HI34 Stock guide.
You can also try the Insider Screener module to find insiders across different sectors to evaluate their impact on performance.
Please note, there is a significant difference between DR Horton's value and its price as these two are different measures arrived at by different means. Investors typically determine if DR Horton is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, DR Horton'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.