Deere CDR Stock Forward View - Triple Exponential Smoothing

DEER Stock   31.23  0.08  0.26%   
Deere Stock outlook is based on your current time horizon. Although Deere CDR's naive historical forecasting may sometimes provide an important future outlook for the firm, we suggest always cross-verifying it against solid analysis of Deere CDR's systematic risk associated with finding meaningful patterns of Deere CDR fundamentals over time.
As of today the rsi of Deere CDR's share price is below 20 suggesting that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Deere CDR's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Deere CDR, which may create opportunities for some arbitrage if properly timed.
Using Deere CDR hype-based prediction, you can estimate the value of Deere CDR from the perspective of Deere CDR response to recently generated media hype and the effects of current headlines on its competitors.
The Triple Exponential Smoothing forecasted value of Deere CDR on the next trading day is expected to be 31.31 with a mean absolute deviation of 0.38 and the sum of the absolute errors of 22.25.

Deere CDR after-hype prediction price

    
  CAD 31.23  
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 Deere CDR to cross-verify your projections.

Deere CDR Additional Predictive Modules

Most predictive techniques to examine Deere price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Deere using various technical indicators. When you analyze Deere 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.
Triple exponential smoothing for Deere CDR - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Deere CDR 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 trend in Deere CDR price movement. However, neither of these exponential smoothing models address any seasonality of Deere CDR.

Deere CDR Triple Exponential Smoothing Price Forecast For the 19th of February

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Deere CDR on the next trading day is expected to be 31.31 with a mean absolute deviation of 0.38, mean absolute percentage error of 0.26, and the sum of the absolute errors of 22.25.
Please note that although there have been many attempts to predict Deere Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Deere CDR's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Deere CDR Stock Forecast Pattern

Backtest Deere CDR  Deere CDR Price Prediction  Research Analysis  

Deere CDR Forecasted Value

In the context of forecasting Deere CDR'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. Deere CDR's downside and upside margins for the forecasting period are 29.33 and 33.29, respectively. We have considered Deere CDR'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
31.23
31.31
Expected Value
33.29
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Deere CDR stock data series using in forecasting. Note that when a statistical model is used to represent Deere CDR 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 -0.032
MADMean absolute deviation0.3771
MAPEMean absolute percentage error0.0145
SAESum of the absolute errors22.25
As with simple exponential smoothing, in triple exponential smoothing models past Deere CDR observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Deere CDR observations.

Predictive Modules for Deere CDR

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Deere CDR. 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
29.2331.2333.23
Details
Intrinsic
Valuation
LowRealHigh
26.8328.8334.35
Details

Deere CDR After-Hype Price Density Analysis

As far as predicting the price of Deere CDR at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Deere CDR or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Deere CDR, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Deere CDR Estimiated After-Hype Price Volatility

In the context of predicting Deere CDR's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Deere CDR's historical news coverage. Deere CDR's after-hype downside and upside margins for the prediction period are 29.23 and 33.23, respectively. We have considered Deere CDR's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models compare with traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
31.23
31.23
After-hype Price
33.23
Upside
Deere CDR is very steady at this time. Analysis and calculation of next after-hype price of Deere CDR is based on 3 months time horizon.

Deere CDR Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Deere CDR is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Deere CDR backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Deere CDR, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.42 
1.98
 0.00  
  0.13 
0 Events / Month
1 Events / Month
In a few days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
31.23
31.23
0.00 
0.00  
Notes

Deere CDR Hype Timeline

Deere CDR is currently traded for 31.23on Toronto Exchange of Canada. The entity stock is not elastic to its hype. The average elasticity to hype of competition is -0.13. Deere is estimated not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is estimated to be very small, whereas the daily expected return is currently at 0.42%. %. The volatility of related hype on Deere CDR is about 660.0%, with the expected price after the next announcement by competition of 31.10. The company recorded earning per share (EPS) of 18.51. Deere CDR had not issued any dividends in recent years. Assuming the 90 days trading horizon the next estimated press release will be in a few days.
Check out Historical Fundamental Analysis of Deere CDR to cross-verify your projections.

Deere CDR Related Hype Analysis

Having access to credible news sources related to Deere CDR's direct competition is more important than ever and may enhance your ability to predict Deere CDR's future price movements. Getting to know how Deere CDR's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Deere CDR may potentially react to the hype associated with one of its peers.

Other Forecasting Options for Deere CDR

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

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

Deere CDR Market Strength Events

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

Deere CDR Risk Indicators

The analysis of Deere CDR'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 Deere CDR's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting deere 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.

Story Coverage note for Deere CDR

The number of cover stories for Deere CDR depends on current market conditions and Deere CDR's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Deere CDR is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Deere CDR's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

Our audience includes start-ups and big corporations as well as marketing, public relation firms, and advertising agencies, including technology and finance journalists. Our platform and its news and story outlet are popular among finance students, amateur traders, self-guided investors, entrepreneurs, retirees and baby boomers, academic researchers, financial advisers, as well as professional money managers - a very diverse and influential demographic landscape united by one goal - build optimal investment portfolios

Deere CDR Short Properties

Deere CDR's future price predictability will typically decrease when Deere CDR's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Deere CDR often depends not only on the future outlook of the potential Deere CDR's investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. Deere CDR's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding270.4 M
Cash And Short Term Investments8.3 B

Other Information on Investing in Deere Stock

Deere CDR financial ratios help investors to determine whether Deere Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Deere with respect to the benefits of owning Deere CDR security.