Douglas Dynamics Stock Forecast - Simple Exponential Smoothing
| PLOW Stock | USD 35.05 0.05 0.14% |
The Simple Exponential Smoothing forecasted value of Douglas Dynamics on the next trading day is expected to be 35.05 with a mean absolute deviation of 0.38 and the sum of the absolute errors of 23.09. Douglas Stock Forecast is based on your current time horizon.
At this time, the relative strength index (RSI) of Douglas Dynamics' share price is approaching 47 indicating that the stock is in nutural position, most likellhy at or near its support level. The main point of RSI analysis is to track how fast people are buying or selling Douglas Dynamics, making its price go up or down. Momentum 67
Buy Stretched
Oversold | Overbought |
Quarterly Earnings Growth (0.76) | EPS Estimate Next Quarter 0.4567 | EPS Estimate Current Year 2.12 | EPS Estimate Next Year 2.41 | Wall Street Target Price 38.75 |
Using Douglas Dynamics hype-based prediction, you can estimate the value of Douglas Dynamics from the perspective of Douglas Dynamics response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards Douglas Dynamics using Douglas Dynamics' stock options and short interest. It helps to benchmark the overall future attitude of investors towards Douglas using crowd psychology based on the activity and movement of Douglas Dynamics' stock price.
Douglas Dynamics Short Interest
An investor who is long Douglas Dynamics may also wish to track short interest. As short interest increases, investors should be becoming more worried about Douglas Dynamics and may potentially protect profits, hedge Douglas Dynamics with its derivative instruments, or be ready for some potential downside.
200 Day MA 29.5796 | Short Percent 0.018 | Short Ratio 2.11 | Shares Short Prior Month 325.8 K | 50 Day MA 32.0102 |
Douglas Dynamics Hype to Price Pattern
Investor biases related to Douglas Dynamics' public news can be used to forecast risks associated with an investment in Douglas. The trend in average sentiment can be used to explain how an investor holding Douglas can time the market purely based on public headlines and social activities around Douglas Dynamics. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Some investors profit by finding stocks that are overvalued or undervalued based on market sentiment. The correlation of Douglas Dynamics' market sentiment to its price can help taders to make decisions based on the overall investors consensus about Douglas Dynamics.
Douglas Dynamics Implied Volatility | 1.2 |
Douglas Dynamics' implied volatility exposes the market's sentiment of Douglas Dynamics stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Douglas Dynamics' implied volatility is high, the market thinks the stock has potential for high price swings in either direction. On the other hand, the low implied volatility suggests that Douglas Dynamics stock will not fluctuate a lot when Douglas Dynamics' options are near their expiration.
The Simple Exponential Smoothing forecasted value of Douglas Dynamics on the next trading day is expected to be 35.05 with a mean absolute deviation of 0.38 and the sum of the absolute errors of 23.09. Douglas Dynamics after-hype prediction price | USD 35.03 |
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of Douglas Dynamics to cross-verify your projections. Open Interest Against 2026-02-20 Douglas Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Douglas Dynamics' spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Douglas Dynamics' options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Douglas Dynamics stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Douglas Dynamics' open interest, investors have to compare it to Douglas Dynamics' spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Douglas Dynamics is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Douglas. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Douglas Dynamics Additional Predictive Modules
Most predictive techniques to examine Douglas price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Douglas using various technical indicators. When you analyze Douglas charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Douglas Dynamics Simple Exponential Smoothing Price Forecast For the 8th of January
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Douglas Dynamics on the next trading day is expected to be 35.05 with a mean absolute deviation of 0.38, mean absolute percentage error of 0.27, and the sum of the absolute errors of 23.09.Please note that although there have been many attempts to predict Douglas 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 Douglas Dynamics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Douglas Dynamics Stock Forecast Pattern
| Backtest Douglas Dynamics | Douglas Dynamics Price Prediction | Buy or Sell Advice |
Douglas Dynamics Forecasted Value
In the context of forecasting Douglas Dynamics' 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. Douglas Dynamics' downside and upside margins for the forecasting period are 33.37 and 36.72, respectively. We have considered Douglas Dynamics' 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.
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 Douglas Dynamics stock data series using in forecasting. Note that when a statistical model is used to represent Douglas Dynamics 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.| AIC | Akaike Information Criteria | 114.9716 |
| Bias | Arithmetic mean of the errors | -0.0926 |
| MAD | Mean absolute deviation | 0.3848 |
| MAPE | Mean absolute percentage error | 0.0122 |
| SAE | Sum of the absolute errors | 23.085 |
Predictive Modules for Douglas Dynamics
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Douglas Dynamics. 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.Other Forecasting Options for Douglas Dynamics
For every potential investor in Douglas, whether a beginner or expert, Douglas Dynamics' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Douglas Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Douglas. Basic forecasting techniques help filter out the noise by identifying Douglas Dynamics' price trends.Douglas Dynamics 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 Douglas Dynamics stock to make a market-neutral strategy. Peer analysis of Douglas Dynamics could also be used in its relative valuation, which is a method of valuing Douglas Dynamics by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Douglas Dynamics 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 Douglas Dynamics' 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 Douglas Dynamics' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Douglas Dynamics Market Strength Events
Market strength indicators help investors to evaluate how Douglas Dynamics stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Douglas Dynamics shares will generate the highest return on investment. By undertsting and applying Douglas Dynamics stock market strength indicators, traders can identify Douglas Dynamics entry and exit signals to maximize returns.
| Daily Balance Of Power | (9,223,372,036,855) | |||
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 35.05 | |||
| Day Typical Price | 35.05 | |||
| Price Action Indicator | (0.03) | |||
| Period Momentum Indicator | (0.05) | |||
| Relative Strength Index | 67.06 |
Douglas Dynamics Risk Indicators
The analysis of Douglas Dynamics' 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 Douglas Dynamics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting douglas 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.
| Mean Deviation | 1.27 | |||
| Semi Deviation | 1.09 | |||
| Standard Deviation | 1.66 | |||
| Variance | 2.77 | |||
| Downside Variance | 1.52 | |||
| Semi Variance | 1.18 | |||
| Expected Short fall | (1.66) |
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.| JBL | Jabil Circuit | |
| MRK | Merck Company | |
| AMGN | Amgen Inc |
Additional Tools for Douglas Stock Analysis
When running Douglas Dynamics' price analysis, check to measure Douglas Dynamics' 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 Douglas Dynamics is operating at the current time. Most of Douglas Dynamics' value examination focuses on studying past and present price action to predict the probability of Douglas Dynamics' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Douglas Dynamics' price. Additionally, you may evaluate how the addition of Douglas Dynamics to your portfolios can decrease your overall portfolio volatility.