KraneShares SSE Etf Forecast - Simple Regression

KSTR Etf  USD 12.86  0.12  0.92%   
The Simple Regression forecasted value of KraneShares SSE STAR on the next trading day is expected to be 14.70 with a mean absolute deviation of 1.11 and the sum of the absolute errors of 67.79. KraneShares Etf Forecast is based on your current time horizon.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through KraneShares SSE 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.

KraneShares SSE Simple Regression Price Forecast For the 27th of November

Given 90 days horizon, the Simple Regression forecasted value of KraneShares SSE STAR on the next trading day is expected to be 14.70 with a mean absolute deviation of 1.11, mean absolute percentage error of 2.71, and the sum of the absolute errors of 67.79.
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 SSE's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

KraneShares SSE Etf Forecast Pattern

Backtest KraneShares SSEKraneShares SSE Price PredictionBuy or Sell Advice 

KraneShares SSE Forecasted Value

In the context of forecasting KraneShares SSE'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 SSE's downside and upside margins for the forecasting period are 7.89 and 21.51, respectively. We have considered KraneShares SSE'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
12.86
14.70
Expected Value
21.51
Upside

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 KraneShares SSE etf data series using in forecasting. Note that when a statistical model is used to represent KraneShares SSE 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 Criteria119.1065
BiasArithmetic mean of the errors None
MADMean absolute deviation1.1114
MAPEMean absolute percentage error0.0887
SAESum of the absolute errors67.7929
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as KraneShares SSE STAR historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for KraneShares SSE

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 SSE STAR. 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 SSE'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
6.1112.9219.73
Details
Intrinsic
Valuation
LowRealHigh
5.4412.2519.06
Details
Bollinger
Band Projection (param)
LowMiddleHigh
12.6013.4314.26
Details

Other Forecasting Options for KraneShares SSE

For every potential investor in KraneShares, whether a beginner or expert, KraneShares SSE'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 SSE's price trends.

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

KraneShares SSE STAR 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 SSE'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 SSE's current price.

KraneShares SSE Market Strength Events

Market strength indicators help investors to evaluate how KraneShares SSE 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 SSE shares will generate the highest return on investment. By undertsting and applying KraneShares SSE etf market strength indicators, traders can identify KraneShares SSE STAR entry and exit signals to maximize returns.

KraneShares SSE Risk Indicators

The analysis of KraneShares SSE'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 SSE'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.

Pair Trading with KraneShares SSE

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 KraneShares SSE 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 KraneShares SSE will appreciate offsetting losses from the drop in the long position's value.

Moving together with KraneShares Etf

  0.87KWEB KraneShares CSI ChinaPairCorr
  0.88FXI iShares China LargePairCorr
  0.96ASHR Xtrackers Harvest CSIPairCorr
  0.92GXC SPDR SP ChinaPairCorr

Moving against KraneShares Etf

  0.82HUM Humana Inc Fiscal Year End 23rd of January 2025 PairCorr
  0.54IRET Tidal Trust IIPairCorr
The ability to find closely correlated positions to KraneShares SSE could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace KraneShares SSE 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 KraneShares SSE - 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 KraneShares SSE STAR to buy it.
The correlation of KraneShares SSE 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 KraneShares SSE moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if KraneShares SSE STAR 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 KraneShares SSE 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
When determining whether KraneShares SSE STAR is a strong investment it is important to analyze KraneShares SSE'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 KraneShares SSE's future performance. For an informed investment choice regarding KraneShares Etf, refer to the following important reports:
Check out Historical Fundamental Analysis of KraneShares SSE to cross-verify your projections.
You can also try the Money Managers module to screen money managers from public funds and ETFs managed around the world.
The market value of KraneShares SSE STAR 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 SSE's value that differs from its market value or its book value, called intrinsic value, which is KraneShares SSE'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 SSE's market value can be influenced by many factors that don't directly affect KraneShares SSE'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 SSE's value and its price as these two are different measures arrived at by different means. Investors typically determine if KraneShares SSE is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, KraneShares SSE'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.