Pear Tree Mutual Fund Forecast - Simple Exponential Smoothing

GEORX Fund  USD 17.68  0.26  1.49%   
The Simple Exponential Smoothing forecasted value of Pear Tree Essex on the next trading day is expected to be 17.68 with a mean absolute deviation of 0.28 and the sum of the absolute errors of 17.35. Pear Mutual Fund Forecast is based on your current time horizon.
The relative strength index (RSI) of Pear Tree's share price is above 70 at this time. This usually indicates that the mutual fund is becoming overbought or overvalued. The idea behind Relative Strength Index (RSI) is that it helps to track how fast people are buying or selling Pear, making its price go up or down.

Momentum 75

 Buy Stretched

 
Oversold
 
Overbought
The successful prediction of Pear Tree's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Pear Tree Essex, which may create opportunities for some arbitrage if properly timed.
Using Pear Tree hype-based prediction, you can estimate the value of Pear Tree Essex from the perspective of Pear Tree response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Exponential Smoothing forecasted value of Pear Tree Essex on the next trading day is expected to be 17.68 with a mean absolute deviation of 0.28 and the sum of the absolute errors of 17.35.

Pear Tree after-hype prediction price

    
  USD 17.68  
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 fund price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Pear Tree to cross-verify your projections.

Pear Tree Additional Predictive Modules

Most predictive techniques to examine Pear price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Pear using various technical indicators. When you analyze Pear 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.
Pear Tree 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 Pear Tree Essex are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Pear Tree Essex prices get older.

Pear Tree Simple Exponential Smoothing Price Forecast For the 24th of January

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Pear Tree Essex on the next trading day is expected to be 17.68 with a mean absolute deviation of 0.28, mean absolute percentage error of 1.41, and the sum of the absolute errors of 17.35.
Please note that although there have been many attempts to predict Pear Mutual Fund 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 Pear Tree's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Pear Tree Mutual Fund Forecast Pattern

Backtest Pear TreePear Tree Price PredictionBuy or Sell Advice 

Pear Tree Forecasted Value

In the context of forecasting Pear Tree's Mutual Fund 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. Pear Tree's downside and upside margins for the forecasting period are 2.36 and 33.00, respectively. We have considered Pear Tree'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
17.68
17.68
Expected Value
33.00
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 Pear Tree mutual fund data series using in forecasting. Note that when a statistical model is used to represent Pear Tree mutual fund, 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 Criteria118.4517
BiasArithmetic mean of the errors -0.1592
MADMean absolute deviation0.2844
MAPEMean absolute percentage error0.0202
SAESum of the absolute errors17.35
This simple exponential smoothing model begins by setting Pear Tree Essex forecast for the second period equal to the observation of the first period. In other words, recent Pear Tree observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Pear Tree

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Pear Tree Essex. Regardless of method or technology, however, to accurately forecast the mutual fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the mutual fund 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
2.4917.6832.87
Details
Intrinsic
Valuation
LowRealHigh
0.7615.1530.34
Details
Bollinger
Band Projection (param)
LowMiddleHigh
16.4317.0817.73
Details

Pear Tree After-Hype Price Prediction Density Analysis

As far as predicting the price of Pear Tree 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 Pear Tree 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 Mutual Fund prices, such as prices of Pear Tree, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Pear Tree Estimiated After-Hype Price Volatility

In the context of predicting Pear Tree's mutual fund value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Pear Tree's historical news coverage. Pear Tree's after-hype downside and upside margins for the prediction period are 2.49 and 32.87, respectively. We have considered Pear Tree'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 outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
17.68
17.68
After-hype Price
32.87
Upside
Pear Tree is unstable at this time. Analysis and calculation of next after-hype price of Pear Tree Essex is based on 3 months time horizon.

Pear Tree Mutual Fund Price Prediction Analysis

Have you ever been surprised when a price of a Mutual Fund such as Pear Tree is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Pear Tree 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 Fund 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 Pear Tree, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  2.01 
15.32
  2.09 
  6.78 
4 Events / Month
1 Events / Month
In about 4 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
17.68
17.68
0.00 
1,473  
Notes

Pear Tree Hype Timeline

Pear Tree Essex is currently traded for 17.68. The entity has historical hype elasticity of -2.09, and average elasticity to hype of competition of 6.78. Pear is projected not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is over 100%. The immediate return on the next news is projected to be very small, whereas the daily expected return is currently at 2.01%. %. The volatility of related hype on Pear Tree is about 454.21%, with the expected price after the next announcement by competition of 24.46. The company had not issued any dividends in recent years. Assuming the 90 days horizon the next projected press release will be in about 4 days.
Check out Historical Fundamental Analysis of Pear Tree to cross-verify your projections.

Pear Tree Related Hype Analysis

Having access to credible news sources related to Pear Tree's direct competition is more important than ever and may enhance your ability to predict Pear Tree's future price movements. Getting to know how Pear Tree'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 Pear Tree may potentially react to the hype associated with one of its peers.

Other Forecasting Options for Pear Tree

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

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

Pear Tree Market Strength Events

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

Pear Tree Risk Indicators

The analysis of Pear Tree'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 Pear Tree's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting pear mutual fund 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 Pear Tree

The number of cover stories for Pear Tree depends on current market conditions and Pear Tree's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Pear Tree 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 Pear Tree's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

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Other Information on Investing in Pear Mutual Fund

Pear Tree financial ratios help investors to determine whether Pear Mutual Fund 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 Pear with respect to the benefits of owning Pear Tree security.
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