EAFE Small-Cap Etf Forecast - Polynomial Regression

SCZ
 Etf
  

USD 59.56  0.42  0.71%   

EAFE Small-Cap Etf Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast EAFE Small-Cap historical stock prices and determine the direction of EAFE Small-Cap Ishares'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 EAFE Small-Cap historical fundamentals such as revenue growth or operating cash flow patterns.
Additionally, take a look at Historical Fundamental Analysis of EAFE Small-Cap to cross-verify your projections.
  
Most investors in EAFE Small-Cap 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 EAFE Small-Cap's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets EAFE Small-Cap's price structures and extracts relationships that further increase the generated results' accuracy.
EAFE Small-Cap polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for EAFE Small-Cap Ishares as well as the accuracy indicators are determined from the period prices.

EAFE Small-Cap Polynomial Regression Price Forecast For the 13th of August 2022

Given 90 days horizon, the Polynomial Regression forecasted value of EAFE Small-Cap Ishares on the next trading day is expected to be 61.51 with a mean absolute deviation of 1.12, mean absolute percentage error of 1.78, and the sum of the absolute errors of 68.14.
Please note that although there have been many attempts to predict EAFE Small-Cap Etf 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 EAFE Small-Cap's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

EAFE Small-Cap Etf Forecast Pattern

Backtest EAFE Small-CapEAFE Small-Cap Price PredictionBuy or Sell Advice 

EAFE Small-Cap Forecasted Value

In the context of forecasting EAFE Small-Cap's Etf 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. EAFE Small-Cap's downside and upside margins for the forecasting period are 60.08 and 62.93, respectively. We have considered EAFE Small-Cap'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 59.56
61.51
Expected Value
62.93
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 EAFE Small-Cap etf data series using in forecasting. Note that when a statistical model is used to represent EAFE Small-Cap etf, 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 Criteria118.6849
BiasArithmetic mean of the errors None
MADMean absolute deviation1.117
MAPEMean absolute percentage error0.0195
SAESum of the absolute errors68.1362
A single variable polynomial regression model attempts to put a curve through the EAFE Small-Cap 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 EAFE Small-Cap

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as EAFE Small-Cap Ishares. 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 EAFE Small-Cap'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 EAFE Small-Cap in the context of predictive analytics.
Hype
Prediction
LowEstimated ValueHigh
58.1459.5660.98
Details
Intrinsic
Valuation
LowReal ValueHigh
57.5358.9560.37
Details
Bollinger
Band Projection (param)
LowerMiddle BandUpper
52.0855.8559.62
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as EAFE Small-Cap. Your research has to be compared to or analyzed against EAFE Small-Cap's peers to derive any actionable benefits. When done correctly, EAFE Small-Cap'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 EAFE Small-Cap Ishares.

Other Forecasting Options for EAFE Small-Cap

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

EAFE Small-Cap 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 EAFE Small-Cap etf to make a market-neutral strategy. Peer analysis of EAFE Small-Cap could also be used in its relative valuation, which is a method of valuing EAFE Small-Cap by comparing valuation metrics with similar companies.
SP Smallcap IntlWisdomtree DynamicExxon Mobil CorpJohnson JohnsonBoeing CompanyAmn Healthcare ServicesTwist Bioscience CorpFreedom Holding CorpKEURIG DR PEPPERGX Nasdaq-100 CoveredFranklin Mutual EuropeanGARDNER DENVER INCUSA Value FactorBetapro Canadian GoldAramark Holdings Corp
 Risk & Return  Correlation

EAFE Small-Cap Ishares 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 EAFE Small-Cap'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 EAFE Small-Cap's current price.

EAFE Small-Cap Risk Indicators

The analysis of EAFE Small-Cap'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 EAFE Small-Cap's investment and either accepting that risk or mitigating it. Along with some funamental techniques of forecasting EAFE Small-Cap 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.

EAFE Small-Cap Investors Sentiment

The influence of EAFE Small-Cap's investor sentiment on the probability of its price appreciation or decline could be a good factor in your decision-making process regarding taking a position in EAFE Small-Cap. The overall investor sentiment generally increases the direction of a stock movement in a one-year investment horizon. However, the impact of investor sentiment on the entire stock markets does not have a solid backing from leading economists and market statisticians.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards EAFE Small-Cap in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, EAFE Small-Cap's short interest history, or implied volatility extrapolated from EAFE Small-Cap options trading.

Currently Active Assets on Macroaxis

Additionally, take a look at Historical Fundamental Analysis of EAFE Small-Cap to cross-verify your projections. Note that the EAFE Small-Cap Ishares information on this page should be used as a complementary analysis to other EAFE Small-Cap'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 Companies Directory module to evaluate performance of over 100,000 Stocks, Funds, and ETFs against different fundamentals.

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When running EAFE Small-Cap Ishares price analysis, check to measure EAFE Small-Cap's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy EAFE Small-Cap is operating at the current time. Most of EAFE Small-Cap's value examination focuses on studying past and present price action to predict the probability of EAFE Small-Cap's future price movements. You can analyze the entity against its peers and financial market as a whole to determine factors that move EAFE Small-Cap's price. Additionally, you may evaluate how the addition of EAFE Small-Cap to your portfolios can decrease your overall portfolio volatility.
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The market value of EAFE Small-Cap Ishares is measured differently than its book value, which is the value of EAFE Small-Cap that is recorded on the company's balance sheet. Investors also form their own opinion of EAFE Small-Cap's value that differs from its market value or its book value, called intrinsic value, which is EAFE Small-Cap's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because EAFE Small-Cap's market value can be influenced by many factors that don't directly affect EAFE Small-Cap's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between EAFE Small-Cap's value and its price as these two are different measures arrived at by different means. Investors typically determine EAFE Small-Cap value by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, EAFE Small-Cap'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.