Columbia Pacific/asia Mutual Fund Forecast - Polynomial Regression

CASAX Fund  USD 10.64  0.10  0.95%   
The Polynomial Regression forecasted value of Columbia Pacificasia Fund on the next trading day is expected to be 10.67 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 5.74. Columbia Mutual Fund Forecast is based on your current time horizon.
At this time the relative strength index (rsi) of Columbia Pacific/asia's share price is below 20 suggesting that the mutual fund 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 Columbia Pacific/asia's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Columbia Pacificasia Fund, which may create opportunities for some arbitrage if properly timed.
Using Columbia Pacific/asia hype-based prediction, you can estimate the value of Columbia Pacificasia Fund from the perspective of Columbia Pacific/asia response to recently generated media hype and the effects of current headlines on its competitors.
The Polynomial Regression forecasted value of Columbia Pacificasia Fund on the next trading day is expected to be 10.67 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 5.74.

Columbia Pacific/asia after-hype prediction price

    
  USD 10.64  
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 Columbia Pacific/asia to cross-verify your projections.

Columbia Pacific/asia Additional Predictive Modules

Most predictive techniques to examine Columbia price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Columbia using various technical indicators. When you analyze Columbia 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.
Columbia Pacific/asia polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Columbia Pacificasia Fund as well as the accuracy indicators are determined from the period prices.

Columbia Pacific/asia Polynomial Regression Price Forecast For the 25th of January

Given 90 days horizon, the Polynomial Regression forecasted value of Columbia Pacificasia Fund on the next trading day is expected to be 10.67 with a mean absolute deviation of 0.09, mean absolute percentage error of 0.01, and the sum of the absolute errors of 5.74.
Please note that although there have been many attempts to predict Columbia 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 Columbia Pacific/asia's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Columbia Pacific/asia Mutual Fund Forecast Pattern

Backtest Columbia Pacific/asiaColumbia Pacific/asia Price PredictionBuy or Sell Advice 

Columbia Pacific/asia Forecasted Value

In the context of forecasting Columbia Pacific/asia'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. Columbia Pacific/asia's downside and upside margins for the forecasting period are 9.75 and 11.58, respectively. We have considered Columbia Pacific/asia'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
10.64
10.67
Expected Value
11.58
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Columbia Pacific/asia mutual fund data series using in forecasting. Note that when a statistical model is used to represent Columbia Pacific/asia 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 Criteria113.8178
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0942
MAPEMean absolute percentage error0.0094
SAESum of the absolute errors5.7432
A single variable polynomial regression model attempts to put a curve through the Columbia Pacific/asia historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Columbia Pacific/asia

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Columbia Pacific/asia. 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
9.7210.6411.56
Details
Intrinsic
Valuation
LowRealHigh
9.6010.5211.44
Details
Bollinger
Band Projection (param)
LowMiddleHigh
9.7910.2910.80
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Columbia Pacific/asia. Your research has to be compared to or analyzed against Columbia Pacific/asia's peers to derive any actionable benefits. When done correctly, Columbia Pacific/asia'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 Columbia Pacific/asia.

Columbia Pacific/asia After-Hype Price Prediction Density Analysis

As far as predicting the price of Columbia Pacific/asia 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 Columbia Pacific/asia 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 Columbia Pacific/asia, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Columbia Pacific/asia Estimiated After-Hype Price Volatility

In the context of predicting Columbia Pacific/asia's mutual fund value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Columbia Pacific/asia's historical news coverage. Columbia Pacific/asia's after-hype downside and upside margins for the prediction period are 9.72 and 11.56, respectively. We have considered Columbia Pacific/asia'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
10.64
10.64
After-hype Price
11.56
Upside
Columbia Pacific/asia is very steady at this time. Analysis and calculation of next after-hype price of Columbia Pacific/asia is based on 3 months time horizon.

Columbia Pacific/asia Mutual Fund Price Prediction Analysis

Have you ever been surprised when a price of a Mutual Fund such as Columbia Pacific/asia is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Columbia Pacific/asia 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 Columbia Pacific/asia, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.10 
0.92
  10.14 
  1.22 
1 Events / Month
1 Events / Month
Very soon
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
10.64
10.64
0.00 
0.91  
Notes

Columbia Pacific/asia Hype Timeline

Columbia Pacific/asia is currently traded for 10.64. The entity has historical hype elasticity of 10.14, and average elasticity to hype of competition of 1.22. Columbia is forecasted not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is about 0.91%. The immediate return on the next news is forecasted to be very small, whereas the daily expected return is currently at 0.1%. %. The volatility of related hype on Columbia Pacific/asia is about 7.57%, with the expected price after the next announcement by competition of 11.86. The company has price-to-book (P/B) ratio of 1.65. Some equities with similar Price to Book (P/B) outperform the market in the long run. Columbia Pacific/asia last dividend was issued on the 17th of December 2019. Assuming the 90 days horizon the next forecasted press release will be very soon.
Check out Historical Fundamental Analysis of Columbia Pacific/asia to cross-verify your projections.

Columbia Pacific/asia Related Hype Analysis

Having access to credible news sources related to Columbia Pacific/asia's direct competition is more important than ever and may enhance your ability to predict Columbia Pacific/asia's future price movements. Getting to know how Columbia Pacific/asia'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 Columbia Pacific/asia may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
GTTMXTotal Market Portfolio 0.06 1 per month 0.19  0.12  1.50 (1.43) 23.89 
RWGFXRiverparkwedgewood Fund Retail 0.00 0 per month 0.55  0.07  1.42 (1.33) 16.71 
SNWIXSnow Capital Small(66.82)6 per month 0.76  0.11  2.58 (1.73) 5.74 
DIVETidal Trust I 0.03 4 per month 0.77  0.02  1.43 (0.99) 4.25 
UMNOXLazard Short Duration 0.00 0 per month 0.00 (0.81) 0.10 (0.10) 0.52 
ZSCIXZacks Small Cap E 0.00 0 per month 0.83  0.10  2.16 (1.54) 4.84 
SHDPXAmerican Beacon Shapiro 102.57 1 per month 0.75  0.05  2.02 (1.35) 4.13 
ISTAXIcon Longshort Fund 85.65 6 per month 0.74  0.12  2.14 (1.86) 14.99 
GVALXGotham Large Value 0.00 0 per month 0.04  0.13  1.58 (1.01) 13.17 
WEBAXTeton Westwood Balanced 0.08 1 per month 0.44 (0.12) 0.76 (0.64) 2.43 

Other Forecasting Options for Columbia Pacific/asia

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

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

Columbia Pacific/asia Market Strength Events

Market strength indicators help investors to evaluate how Columbia Pacific/asia 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 Columbia Pacific/asia shares will generate the highest return on investment. By undertsting and applying Columbia Pacific/asia mutual fund market strength indicators, traders can identify Columbia Pacificasia Fund entry and exit signals to maximize returns.

Columbia Pacific/asia Risk Indicators

The analysis of Columbia Pacific/asia'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 Columbia Pacific/asia's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting columbia 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 Columbia Pacific/asia

The number of cover stories for Columbia Pacific/asia depends on current market conditions and Columbia Pacific/asia's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Columbia Pacific/asia 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 Columbia Pacific/asia'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 Columbia Mutual Fund

Columbia Pacific/asia financial ratios help investors to determine whether Columbia 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 Columbia with respect to the benefits of owning Columbia Pacific/asia security.
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