Columbia Porate Mutual Fund Forecast - Simple Regression
| CIOCX Fund | USD 8.84 0.00 0.00% |
The Simple Regression forecasted value of Columbia Porate Income on the next trading day is expected to be 8.93 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 3.12. Columbia Mutual Fund Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Columbia Porate stock prices and determine the direction of Columbia Porate Income's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Columbia Porate's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any mutual fund could be tightly coupled with the direction of predictive economic indicators such as signals in main economic indicators. Columbia |
Most investors in Columbia Porate cannot accurately predict what will happen the next trading day because, historically, fund markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Columbia Porate's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Columbia Porate's price structures and extracts relationships that further increase the generated results' accuracy.
Simple Regression model is a single variable regression model that attempts to put a straight line through Columbia Porate price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X. Columbia Porate Simple Regression Price Forecast For the 3rd of May
Given 90 days horizon, the Simple Regression forecasted value of Columbia Porate Income on the next trading day is expected to be 8.93 with a mean absolute deviation of 0.05, mean absolute percentage error of 0, and the sum of the absolute errors of 3.12.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 Porate's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Columbia Porate Mutual Fund Forecast Pattern
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Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Columbia Porate mutual fund data series using in forecasting. Note that when a statistical model is used to represent Columbia Porate 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.| AIC | Akaike Information Criteria | 112.4939 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0511 |
| MAPE | Mean absolute percentage error | 0.0057 |
| SAE | Sum of the absolute errors | 3.118 |
Predictive Modules for Columbia Porate
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 Porate Me. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Columbia Porate's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Columbia Porate 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 Porate mutual fund to make a market-neutral strategy. Peer analysis of Columbia Porate could also be used in its relative valuation, which is a method of valuing Columbia Porate by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Columbia Porate Market Strength Events
Market strength indicators help investors to evaluate how Columbia Porate 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 Porate shares will generate the highest return on investment. By undertsting and applying Columbia Porate mutual fund market strength indicators, traders can identify Columbia Porate Income entry and exit signals to maximize returns.
Columbia Porate Risk Indicators
The analysis of Columbia Porate'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 Porate'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.
| Mean Deviation | 0.2722 | |||
| Standard Deviation | 0.3561 | |||
| Variance | 0.1268 |
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.
Pair Trading with Columbia Porate
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Columbia Porate position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Columbia Porate will appreciate offsetting losses from the drop in the long position's value.The ability to find closely correlated positions to Columbia Porate could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Columbia Porate when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Columbia Porate - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Columbia Porate Income to buy it.
The correlation of Columbia Porate is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Columbia Porate moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Columbia Porate Me moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Columbia Porate can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any mutual fund could be tightly coupled with the direction of predictive economic indicators such as signals in main economic indicators. Note that the Columbia Porate Me information on this page should be used as a complementary analysis to other Columbia Porate's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Companies Directory module to evaluate performance of over 100,000 Stocks, Funds, and ETFs against different fundamentals.