Kkr Income Fund Forecast - Polynomial Regression

KIO Fund  USD 13.39  0.02  0.15%   
The Polynomial Regression forecasted value of Kkr Income Opportunities on the next trading day is expected to be 13.37 with a mean absolute deviation of 0.11 and the sum of the absolute errors of 6.57. Kkr Fund Forecast is based on your current time horizon.
  
Kkr Income polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Kkr Income Opportunities as well as the accuracy indicators are determined from the period prices.

Kkr Income Polynomial Regression Price Forecast For the 3rd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Kkr Income Opportunities on the next trading day is expected to be 13.37 with a mean absolute deviation of 0.11, mean absolute percentage error of 0.02, and the sum of the absolute errors of 6.57.
Please note that although there have been many attempts to predict Kkr 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 Kkr Income's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Kkr Income Fund Forecast Pattern

Backtest Kkr IncomeKkr Income Price PredictionBuy or Sell Advice 

Kkr Income Forecasted Value

In the context of forecasting Kkr Income's 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. Kkr Income's downside and upside margins for the forecasting period are 12.71 and 14.04, respectively. We have considered Kkr Income'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
13.39
13.37
Expected Value
14.04
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 Kkr Income fund data series using in forecasting. Note that when a statistical model is used to represent Kkr Income 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 Criteria114.0598
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1077
MAPEMean absolute percentage error0.0077
SAESum of the absolute errors6.5717
A single variable polynomial regression model attempts to put a curve through the Kkr Income 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 Kkr Income

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Kkr Income Opportunities. Regardless of method or technology, however, to accurately forecast the fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the fund 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
12.7313.4014.07
Details
Intrinsic
Valuation
LowRealHigh
12.8713.5414.21
Details
Bollinger
Band Projection (param)
LowMiddleHigh
13.1013.5213.95
Details

Other Forecasting Options for Kkr Income

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

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

Kkr Income Opportunities Technical and Predictive Analytics

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

Kkr Income Market Strength Events

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

Kkr Income Risk Indicators

The analysis of Kkr Income'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 Kkr Income's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kkr fund 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 Kkr Income

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 Kkr Income 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 Kkr Income will appreciate offsetting losses from the drop in the long position's value.

Moving against Kkr Fund

  0.83KNPCX Kinetics Paradigm Steady GrowthPairCorr
  0.83WWNPX Kinetics Paradigm Steady GrowthPairCorr
  0.83KNPYX Kinetics Paradigm Steady GrowthPairCorr
  0.82LSHUX Horizon Spin Off Steady GrowthPairCorr
  0.82LSHCX Horizon Spin Off Steady GrowthPairCorr
The ability to find closely correlated positions to Kkr Income could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Kkr Income 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 Kkr Income - 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 Kkr Income Opportunities to buy it.
The correlation of Kkr Income 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 Kkr Income moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Kkr Income Opportunities 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 Kkr Income 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

Other Information on Investing in Kkr Fund

Kkr Income financial ratios help investors to determine whether Kkr Fund is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Kkr with respect to the benefits of owning Kkr Income security.
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