Duxton Broadacre Stock Forecast - Simple Exponential Smoothing

DBF Stock   1.36  0.05  3.55%   
The Simple Exponential Smoothing forecasted value of Duxton Broadacre Farms on the next trading day is expected to be 1.36 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.51. Duxton Stock Forecast is based on your current time horizon.
  
At this time, Duxton Broadacre's Long Term Investments are comparatively stable compared to the past year. Total Current Assets is likely to gain to about 50.4 M in 2024, whereas Total Stockholder Equity is likely to drop slightly above 75.8 M in 2024.
Duxton Broadacre simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Duxton Broadacre Farms are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Duxton Broadacre Farms prices get older.

Duxton Broadacre Simple Exponential Smoothing Price Forecast For the 28th of November

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Duxton Broadacre Farms on the next trading day is expected to be 1.36 with a mean absolute deviation of 0.02, mean absolute percentage error of 0, and the sum of the absolute errors of 1.51.
Please note that although there have been many attempts to predict Duxton 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 Duxton Broadacre's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Duxton Broadacre Stock Forecast Pattern

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Duxton Broadacre Forecasted Value

In the context of forecasting Duxton Broadacre'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. Duxton Broadacre's downside and upside margins for the forecasting period are 0.01 and 3.93, respectively. We have considered Duxton Broadacre'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
1.36
1.36
Expected Value
3.93
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Duxton Broadacre stock data series using in forecasting. Note that when a statistical model is used to represent Duxton Broadacre 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 Criteria111.4803
BiasArithmetic mean of the errors 0.005
MADMean absolute deviation0.0247
MAPEMean absolute percentage error0.0177
SAESum of the absolute errors1.5071
This simple exponential smoothing model begins by setting Duxton Broadacre Farms forecast for the second period equal to the observation of the first period. In other words, recent Duxton Broadacre observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Duxton Broadacre

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Duxton Broadacre Farms. 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
0.071.363.93
Details
Intrinsic
Valuation
LowRealHigh
0.061.193.76
Details

Other Forecasting Options for Duxton Broadacre

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

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

Duxton Broadacre Farms 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 Duxton Broadacre'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 Duxton Broadacre's current price.

Duxton Broadacre Market Strength Events

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

Duxton Broadacre Risk Indicators

The analysis of Duxton Broadacre'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 Duxton Broadacre's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting duxton 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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Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for Duxton Stock Analysis

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