American Century Mutual Fund Forecast - Polynomial Regression

ACHFX
 Fund
  

USD 8.19  0.03  0.36%   

American Mutual Fund Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast American Century historical stock prices and determine the direction of American Century High's future trends based on various well-known forecasting models. However, solely looking at the historical price movement is usually misleading. Macroaxis recommends to always use this module together with analysis of American Century historical fundamentals such as revenue growth or operating cash flow patterns.
Please continue to Historical Fundamental Analysis of American Century to cross-verify your projections.
  
Most investors in American Century cannot accurately predict what will happen the next trading day because, historically, stock 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 American Century's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets American Century's price structures and extracts relationships that further increase the generated results' accuracy.
American Century polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for American Century High as well as the accuracy indicators are determined from the period prices.

American Century Polynomial Regression Price Forecast For the 8th of December

Given 90 days horizon, the Polynomial Regression forecasted value of American Century High on the next trading day is expected to be 8.22 with a mean absolute deviation of 0.046339, mean absolute percentage error of 0.003311, and the sum of the absolute errors of 2.83.
Please note that although there have been many attempts to predict American 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 American Century's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

American Century Mutual Fund Forecast Pattern

Backtest American CenturyAmerican Century Price PredictionBuy or Sell Advice 

American Century Forecasted Value

In the context of forecasting American Century'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. American Century's downside and upside margins for the forecasting period are 7.63 and 8.80, respectively. We have considered American Century'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 8.19
8.22
Expected Value
8.80
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 American Century mutual fund data series using in forecasting. Note that when a statistical model is used to represent American Century 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 Criteria112.3999
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0463
MAPEMean absolute percentage error0.0059
SAESum of the absolute errors2.8267
A single variable polynomial regression model attempts to put a curve through the American Century 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 American Century

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as American Century High. Regardless of method or technology, however, to accurately forecast the stock or bond 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.
Sophisticated investors, who have witnessed many market ups and downs, frequently view the market will even out over time. This tendency of American Century'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. Please use the tools below to analyze the current value of American Century in the context of predictive analytics.
Hype
Prediction
LowEstimated ValueHigh
0.000.000.59
Details
Intrinsic
Valuation
LowReal ValueHigh
0.000.000.59
Details
Bollinger
Band Projection (param)
LowerMiddle BandUpper
7.728.008.27
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as American Century. Your research has to be compared to or analyzed against American Century's peers to derive any actionable benefits. When done correctly, American Century's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy towards taking a position in American Century High.

Other Forecasting Options for American Century

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

American Century 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 American Century mutual fund to make a market-neutral strategy. Peer analysis of American Century could also be used in its relative valuation, which is a method of valuing American Century by comparing valuation metrics with similar companies.
The Travelers CompaniesBondbloxx ETF TrustBondbloxx ETF TrustAMERICAN FUNDS 2060Techtronic IndustriesAMN Healthcare ServicesTwist Bioscience CorpFreedom Holding CorpGlobal X NASDAQFRANKLIN MUTUAL EUROPEANBHP Group LimitedNatural Health TrendIShares MSCI USABetaPro Canadian GoldAramark Holdings
 Risk & Return  Correlation

American Century High 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 American Century's 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 American Century's current price.

American Century Risk Indicators

The analysis of American Century's basic risk indicators is one of the essential steps in helping accuretelly forecast its future price. The process involves identifying the amount of risk involved in American Century's investment and either accepting that risk or mitigating it. Along with some funamental techniques of forecasting American Century stock price, 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 stock investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Be your own money manager

Our tools can tell you how much better you can do entering a position in American Century without increasing your portfolio risk or giving up the expected return. As an individual investor, you need to find a reliable way to track all your investment portfolios. However, your requirements will often be based on how much of the process you decide to do yourself. In addition to allowing all investors analytical transparency into all their portfolios, our tools can evaluate risk-adjusted returns of your individual positions relative to your overall portfolio.

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Pair Trading with American Century

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 American Century 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 American Century will appreciate offsetting losses from the drop in the long position's value.

Moving together with American Century

+0.7MMM3M Company Sell-off TrendPairCorr
+0.62JPMJPMorgan Chase Fiscal Year End 13th of January 2023 PairCorr
+0.63MSFTMicrosoft Aggressive PushPairCorr
The ability to find closely correlated positions to American Century could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace American Century 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 American Century - 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 American Century High to buy it.
The correlation of American Century is a statistical measure of how it moves in relation to other equities. 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 American Century moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if American Century High 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 American Century 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.
Pair CorrelationCorrelation Matching
Please continue to Historical Fundamental Analysis of American Century to cross-verify your projections. Note that the American Century High information on this page should be used as a complementary analysis to other American Century'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 Positions Ratings module to determine portfolio positions ratings based on digital equity recommendations. Macroaxis instant position ratings are based on combination of fundamental analysis and risk-adjusted market performance.

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Please note, there is a significant difference between American Century's value and its price as these two are different measures arrived at by different means. Investors typically determine American Century value by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, American Century's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.