KraneShares European Etf Forecast - Naive Prediction

KEUA Etf  USD 21.96  0.52  2.31%   
The Naive Prediction forecasted value of KraneShares European Carbon on the next trading day is expected to be 23.62 with a mean absolute deviation of 0.37 and the sum of the absolute errors of 22.84. KraneShares Etf Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast KraneShares European stock prices and determine the direction of KraneShares European Carbon's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of KraneShares European's historical fundamentals, such as revenue growth or operating cash flow patterns.
  

Open Interest Against 2025-01-17 KraneShares Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast KraneShares European's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in KraneShares European's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for KraneShares European stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current KraneShares European's open interest, investors have to compare it to KraneShares European's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of KraneShares European is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in KraneShares. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
A naive forecasting model for KraneShares European is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of KraneShares European Carbon value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

KraneShares European Naive Prediction Price Forecast For the 7th of January

Given 90 days horizon, the Naive Prediction forecasted value of KraneShares European Carbon on the next trading day is expected to be 23.62 with a mean absolute deviation of 0.37, mean absolute percentage error of 0.21, and the sum of the absolute errors of 22.84.
Please note that although there have been many attempts to predict KraneShares 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 KraneShares European's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

KraneShares European Etf Forecast Pattern

Backtest KraneShares EuropeanKraneShares European Price PredictionBuy or Sell Advice 

KraneShares European Forecasted Value

In the context of forecasting KraneShares European'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. KraneShares European's downside and upside margins for the forecasting period are 21.49 and 25.75, respectively. We have considered KraneShares European'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
21.96
23.62
Expected Value
25.75
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of KraneShares European etf data series using in forecasting. Note that when a statistical model is used to represent KraneShares European 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 Criteria116.5329
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3745
MAPEMean absolute percentage error0.018
SAESum of the absolute errors22.8422
This model is not at all useful as a medium-long range forecasting tool of KraneShares European Carbon. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict KraneShares European. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for KraneShares European

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as KraneShares European. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of KraneShares European'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.
Hype
Prediction
LowEstimatedHigh
19.8321.9624.09
Details
Intrinsic
Valuation
LowRealHigh
19.5321.6623.79
Details

Other Forecasting Options for KraneShares European

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

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

KraneShares European Technical and Predictive Analytics

The etf market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of KraneShares European'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 KraneShares European's current price.

KraneShares European Market Strength Events

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

KraneShares European Risk Indicators

The analysis of KraneShares European'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 KraneShares European's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kraneshares 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 KraneShares European offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of KraneShares European's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Kraneshares European Carbon Etf. Outlined below are crucial reports that will aid in making a well-informed decision on Kraneshares European Carbon Etf:
Check out Historical Fundamental Analysis of KraneShares European to cross-verify your projections.
You can also try the Share Portfolio module to track or share privately all of your investments from the convenience of any device.
The market value of KraneShares European is measured differently than its book value, which is the value of KraneShares that is recorded on the company's balance sheet. Investors also form their own opinion of KraneShares European's value that differs from its market value or its book value, called intrinsic value, which is KraneShares European'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 KraneShares European's market value can be influenced by many factors that don't directly affect KraneShares European'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 KraneShares European's value and its price as these two are different measures arrived at by different means. Investors typically determine if KraneShares European is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, KraneShares European'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.