Guinness Atkinson Etf Forecast - Polynomial Regression

MRAD Etf  USD 15.38  0.00  0.00%   
The Polynomial Regression forecasted value of Guinness Atkinson Asset on the next trading day is expected to be 15.62 with a mean absolute deviation of 0.19 and the sum of the absolute errors of 11.70. Guinness Etf Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Guinness Atkinson stock prices and determine the direction of Guinness Atkinson Asset's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Guinness Atkinson's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Guinness Atkinson polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Guinness Atkinson Asset as well as the accuracy indicators are determined from the period prices.

Guinness Atkinson Polynomial Regression Price Forecast For the 17th of December 2024

Given 90 days horizon, the Polynomial Regression forecasted value of Guinness Atkinson Asset on the next trading day is expected to be 15.62 with a mean absolute deviation of 0.19, mean absolute percentage error of 0.07, and the sum of the absolute errors of 11.70.
Please note that although there have been many attempts to predict Guinness 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 Guinness Atkinson's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Guinness Atkinson Etf Forecast Pattern

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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 Guinness Atkinson etf data series using in forecasting. Note that when a statistical model is used to represent Guinness Atkinson 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 Criteria115.403
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1918
MAPEMean absolute percentage error0.0129
SAESum of the absolute errors11.7023
A single variable polynomial regression model attempts to put a curve through the Guinness Atkinson 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 Guinness Atkinson

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Guinness Atkinson Asset. Regardless of method or technology, however, to accurately forecast the etf market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the etf 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
14.6015.3816.16
Details
Intrinsic
Valuation
LowRealHigh
13.2514.0316.92
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Guinness Atkinson. Your research has to be compared to or analyzed against Guinness Atkinson's peers to derive any actionable benefits. When done correctly, Guinness Atkinson'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 Guinness Atkinson Asset.

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

Guinness Atkinson Market Strength Events

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

Guinness Atkinson Risk Indicators

The analysis of Guinness Atkinson'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 Guinness Atkinson's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting guinness etf 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.
When determining whether Guinness Atkinson Asset is a strong investment it is important to analyze Guinness Atkinson's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Guinness Atkinson's future performance. For an informed investment choice regarding Guinness Etf, refer to the following important reports:
Check out Correlation Analysis to better understand how to build diversified portfolios. Also, note that the market value of any etf could be closely tied with the direction of predictive economic indicators such as signals in nation.
You can also try the Efficient Frontier module to plot and analyze your portfolio and positions against risk-return landscape of the market..
The market value of Guinness Atkinson Asset is measured differently than its book value, which is the value of Guinness that is recorded on the company's balance sheet. Investors also form their own opinion of Guinness Atkinson's value that differs from its market value or its book value, called intrinsic value, which is Guinness Atkinson'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 Guinness Atkinson's market value can be influenced by many factors that don't directly affect Guinness Atkinson'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 Guinness Atkinson's value and its price as these two are different measures arrived at by different means. Investors typically determine if Guinness Atkinson is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Guinness Atkinson'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.